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@inproceedings{DBLP:conf/recsys/0001JOR24,
author = {Shashank Gupta and
Olivier Jeunen and
Harrie Oosterhuis and
Maarten de Rijke},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Optimal Baseline Corrections for Off-Policy Contextual Bandits},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {722--732},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688105},
doi = {10.1145/3640457.3688105},
timestamp = {Thu, 10 Oct 2024 09:36:24 +0200},
biburl = {https://dblp.org/rec/conf/recsys/0001JOR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/0003L24,
author = {Sheng{-}Wei Chen and
Chih{-}Jen Lin},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {One-class Matrix Factorization: Point-Wise Regression-Based or Pair-Wise
Ranking-Based?},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {257--266},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688063},
doi = {10.1145/3640457.3688063},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/0003L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/0007QLL024,
author = {Xing Tang and
Yang Qiao and
Fuyuan Lyu and
Dugang Liu and
Xiuqiang He},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Touch the Core: Exploring Task Dependence Among Hybrid Targets for
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {329--339},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688101},
doi = {10.1145/3640457.3688101},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/0007QLL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/0011WLYEVGZECC24,
author = {Yin Zhang and
Ruoxi Wang and
Xiang Li and
Tiansheng Yao and
Andrew Evdokimov and
Jonathan Valverde and
Yuan Gao and
Jerry Zhang and
Evan Ettinger and
Ed H. Chi and
Derek Zhiyuan Cheng},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Self-Auxiliary Distillation for Sample Efficient Learning in Google-Scale
Recommenders},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {829--831},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688041},
doi = {10.1145/3640457.3688041},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/0011WLYEVGZECC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AbbattistaANMP24,
author = {Davide Abbattista and
Vito Walter Anelli and
Tommaso Di Noia and
Craig MacDonald and
Aleksandr Vladimirovich Petrov},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Enhancing Sequential Music Recommendation with Personalized Popularity
Awareness},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1168--1173},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691719},
doi = {10.1145/3640457.3691719},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AbbattistaANMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AbdollahpouriDM24,
author = {Himan Abdollahpouri and
Tonia Danylenko and
Masoud Mansoury and
Babak Loni and
Daniel Russo and
Mihajlo Grbovic},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{SURE} 2024: Workshop on Strategic and Utility-aware REcommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1210--1212},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687108},
doi = {10.1145/3640457.3687108},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AbdollahpouriDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AdomaviciusBMTU24,
author = {Gediminas Adomavicius and
Konstantin Bauman and
Bamshad Mobasher and
Alexander Tuzhilin and
Moshe Unger},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Workshop on Context-Aware Recommender Systems {(CARS)} 2024},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1219--1221},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687102},
doi = {10.1145/3640457.3687102},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AdomaviciusBMTU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Afreen24,
author = {Neda Afreen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Explainable and Faithful Educational Recommendations through Causal
Language Modelling via Knowledge Graphs},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1358--1360},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688022},
doi = {10.1145/3640457.3688022},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Afreen24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AirdSAVHMB24,
author = {Amanda Aird and
Elena Stefancova and
Cassidy All and
Amy Voida and
Martin Homola and
Nicholas Mattei and
Robin Burke},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Social Choice for Heterogeneous Fairness in Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1096--1101},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691706},
doi = {10.1145/3640457.3691706},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AirdSAVHMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AliQ0MK024,
author = {Zafar Ali and
Guilin Qi and
Irfan Ullah and
Adam A. Q. Mohammed and
Pavlos Kefalas and
Khan Muhammad},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{GLAMOR:} Graph-based LAnguage MOdel embedding for citation Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {929--933},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688171},
doi = {10.1145/3640457.3688171},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AliQ0MK024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AluriSSD24,
author = {Geetha Sai Aluri and
Siddharth Sharma and
Tarun Sharma and
Joaquin Delgado},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Playlist Search Reinvented: LLMs Behind the Curtain},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {813--815},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688047},
doi = {10.1145/3640457.3688047},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AluriSSD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AnelliFMNRZ24,
author = {Vito Walter Anelli and
Antonio Ferrara and
Cataldo Musto and
Fedelucio Narducci and
Azzurra Ragone and
Markus Zanker},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Sixth Knowledge-aware and Conversational Recommender Systems Workshop
(KaRS)},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1245--1249},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687114},
doi = {10.1145/3640457.3687114},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AnelliFMNRZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AridorGKKK24,
author = {Guy Aridor and
Duarte Gon{\c{c}}alves and
Ruoyan Kong and
Daniel Kluver and
Joseph A. Konstan},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online
Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688158},
doi = {10.1145/3640457.3688158},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AridorGKKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Ariza-CasabonaB24,
author = {Alejandro Ariza{-}Casabona and
Ludovico Boratto and
Maria Salam{\'{o}}},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Comparative Analysis of Text-Based Explainable Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {105--115},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688069},
doi = {10.1145/3640457.3688069},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Ariza-CasabonaB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AustinKTS24,
author = {David Eric Austin and
Anton Korikov and
Armin Toroghi and
Scott Sanner},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Bayesian Optimization with LLM-Based Acquisition Functions for Natural
Language Preference Elicitation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {74--83},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688142},
doi = {10.1145/3640457.3688142},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AustinKTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Bakhshizadeh24,
author = {Mahta Bakhshizadeh},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Supporting Knowledge Workers through Personal Information Assistance
with Context-aware Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1296--1301},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688010},
doi = {10.1145/3640457.3688010},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Bakhshizadeh24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BakhshizadehM024,
author = {Mahta Bakhshizadeh and
Heiko Maus and
Andreas Dengel},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Context-based Entity Recommendation for Knowledge Workers: Establishing
a Benchmark on Real-life Data},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {654--659},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688068},
doi = {10.1145/3640457.3688068},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BakhshizadehM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Baklanov24,
author = {Mikhail Baklanov},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{CEERS:} Counterfactual Evaluations of Explanations in Recommender
Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1323--1329},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688015},
doi = {10.1145/3640457.3688015},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Baklanov24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Balasubramanian24,
author = {Keshav Balasubramanian and
Abdulla Alshabanah and
Elan Markowitz and
Greg Ver Steeg and
Murali Annavaram},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Biased User History Synthesis for Personalized Long-Tail Item Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {189--199},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688141},
doi = {10.1145/3640457.3688141},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Balasubramanian24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BalloccuBFMS24,
author = {Giacomo Balloccu and
Ludovico Boratto and
Gianni Fenu and
Mirko Marras and
Alessandro Soccol},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{KGGLM:} {A} Generative Language Model for Generalizable Knowledge
Graph Representation Learning in Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1079--1084},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691703},
doi = {10.1145/3640457.3691703},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BalloccuBFMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BeelWM024,
author = {Joeran Beel and
Lukas Wegmeth and
Lien Michiels and
Steffen Schulz},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Informed Dataset Selection with 'Algorithm Performance Spaces'},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1085--1090},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691704},
doi = {10.1145/3640457.3691704},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BeelWM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BesbesKK24,
author = {Omar Besbes and
Yash Kanoria and
Akshit Kumar},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {The Fault in Our Recommendations: On the Perils of Optimizing the
Measurable},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {200--208},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688144},
doi = {10.1145/3640457.3688144},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BesbesKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BhattacharyaOL24,
author = {Moumita Bhattacharya and
Vito Ostuni and
Sudarshan Lamkhede},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Joint Modeling of Search and Recommendations Via an Unified Contextual
Recommender (UniCoRn)},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {793--795},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688034},
doi = {10.1145/3640457.3688034},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BhattacharyaOL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Binst24,
author = {Brett Binst},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {How to Evaluate Serendipity in Recommender Systems: the Need for a
Serendiptionnaire},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1335--1341},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688017},
doi = {10.1145/3640457.3688017},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Binst24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BogersGK0DB24,
author = {Toine Bogers and
David Graus and
Mesut Kaya and
Chris Johnson and
Jens{-}Joris Decorte and
Tijl De Bie},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Fourth Workshop on Recommender Systems for Human Resources (RecSys
in {HR} 2024)},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1222--1226},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687109},
doi = {10.1145/3640457.3687109},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BogersGK0DB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BorattoFFMM24,
author = {Ludovico Boratto and
Francesco Fabbri and
Gianni Fenu and
Mirko Marras and
Giacomo Medda},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Fair Augmentation for Graph Collaborative Filtering},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {158--168},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688064},
doi = {10.1145/3640457.3688064},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BorattoFFMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BorattoFL024,
author = {Ludovico Boratto and
Allegra De Filippo and
Elisabeth Lex and
Francesco Ricci},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {First International Workshop on Recommender Systems for Sustainability
and Social Good (RecSoGood 2024)},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1239--1241},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687099},
doi = {10.1145/3640457.3687099},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BorattoFL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BorgersenGGS24,
author = {Karl Audun Kagnes Borgersen and
Morten Goodwin and
Morten Grundetjern and
Jivitesh Sharma},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Dataset for Adapting Recommender Systems to the Fashion Rental Economy},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {945--950},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688174},
doi = {10.1145/3640457.3688174},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BorgersenGGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BrusilovskyGFPS24,
author = {Peter Brusilovsky and
Marco de Gemmis and
Alexander Felfernig and
Marco Polignano and
Giovanni Semeraro and
Martijn C. Willemsen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {11th Joint Workshop on Interfaces and Human Decision Making for Recommender
Systems (IntRS'24)},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1253--1257},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687098},
doi = {10.1145/3640457.3687098},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BrusilovskyGFPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BurkeKE24,
author = {Robin Burke and
Joseph A. Konstan and
Michael D. Ekstrand},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Conducting Recommender Systems User Studies Using {POPROX}},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1277--1278},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687092},
doi = {10.1145/3640457.3687092},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BurkeKE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CalvanoCDP24,
author = {Emilio Calvano and
Giacomo Calzolari and
Vincenzo Denicol{\`{o}} and
Sergio Pastorello},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Economics of Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1279--1280},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687093},
doi = {10.1145/3640457.3687093},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CalvanoCDP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenLCY24,
author = {Sihao Chen and
Sheng Li and
Youhe Chen and
Dong Yang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Entity-Aware Collections Ranking: {A} Joint Scoring Approach},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {784--786},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688038},
doi = {10.1145/3640457.3688038},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChenLCY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenSJCZLLG024,
author = {Gaode Chen and
Ruina Sun and
Yuezihan Jiang and
Jiangxia Cao and
Qi Zhang and
Jingjian Lin and
Han Li and
Kun Gai and
Xinghua Zhang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Multi-modal Modeling Framework for Cold-start Short-video Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {391--400},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688098},
doi = {10.1145/3640457.3688098},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChenSJCZLLG024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenZY24,
author = {Jingyu Chen and
Lilin Zhang and
Ning Yang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Improving Adversarial Robustness for Recommendation Model via Cross-Domain
Distributional Adversarial Training},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {278--286},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688116},
doi = {10.1145/3640457.3688116},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChenZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChuaD0WZO24,
author = {Haoyan Chua and
Yingpeng Du and
Zhu Sun and
Ziyan Wang and
Jie Zhang and
Yew{-}Soon Ong},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Unified Denoising Training for Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {612--621},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688109},
doi = {10.1145/3640457.3688109},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChuaD0WZO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CoppensPM24,
author = {Ine Coppens and
Toon De Pessemier and
Luc Martens},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Balancing Habit Repetition and New Activity Exploration: {A} Longitudinal
Micro-Randomized Trial in Physical Activity Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1147--1151},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691715},
doi = {10.1145/3640457.3691715},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CoppensPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CruzSKC24,
author = {Francis Zac dela Cruz and
Flora D. Salim and
Yonchanok Khaokaew and
Jeffrey Chan},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{CAPRI-FAIR:} Integration of Multi-sided Fairness in Contextual {POI}
Recommendation Framework},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {924--928},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688170},
doi = {10.1145/3640457.3688170},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CruzSKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CuiLWWTWWC24,
author = {Yu Cui and
Feng Liu and
Pengbo Wang and
Bohao Wang and
Heng Tang and
Yi Wan and
Jun Wang and
Jiawei Chen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Distillation Matters: Empowering Sequential Recommenders to Match
the Performance of Large Language Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {507--517},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688118},
doi = {10.1145/3640457.3688118},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CuiLWWTWWC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CzappJDH24,
author = {{\'{A}}d{\'{a}}m Tibor Czapp and
M{\'{a}}ty{\'{a}}s Jani and
B{\'{a}}lint Domi{\'{a}}n and
Bal{\'{a}}zs Hidasi},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Dynamic Product Image Generation and Recommendation at Scale for Personalized
E-commerce},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {768--770},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688045},
doi = {10.1145/3640457.3688045},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CzappJDH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DangLYGJ0Z24,
author = {Yizhou Dang and
Yuting Liu and
Enneng Yang and
Guibing Guo and
Linying Jiang and
Xingwei Wang and
Jianzhe Zhao},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Repeated Padding for Sequential Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {497--506},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688110},
doi = {10.1145/3640457.3688110},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DangLYGJ0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Daniil24,
author = {Savvina Daniil},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Bias in Book Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1376--1381},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688025},
doi = {10.1145/3640457.3688025},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Daniil24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Deconcini24,
author = {Bianca Maria Deconcini},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Personal Values and Community-Centric Environmental Recommender Systems:
Enhancing Sustainability Through User Engagement},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1342--1347},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688018},
doi = {10.1145/3640457.3688018},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Deconcini24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DeldjooMSCZP24,
author = {Yashar Deldjoo and
Julian J. McAuley and
Scott Sanner and
Pablo Castells and
Shuai Zhang and
Enrico Palumbo},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {The 1st International Workshop on Risks, Opportunities, and Evaluation
of Generative Models in Recommendation {(ROEGEN)}},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1250--1252},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687112},
doi = {10.1145/3640457.3687112},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DeldjooMSCZP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Dibenedetto24,
author = {Gaetano Dibenedetto},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A New Perspective in Health Recommendations: Integration of Human
Pose Estimation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1382--1387},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688026},
doi = {10.1145/3640457.3688026},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Dibenedetto24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DietzS0Q24,
author = {Linus W. Dietz and
Sanja Scepanovic and
Ke Zhou and
Daniele Quercia},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Exploratory Analysis of Recommending Urban Parks for Health-Promoting
Activities},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1131--1135},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691712},
doi = {10.1145/3640457.3691712},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DietzS0Q24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DingZFSLZ24,
author = {Yuchen Ding and
Siqing Zhang and
Boyu Fan and
Wei Sun and
Yong Liao and
Peng Yuan Zhou},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {FedLoCA: Low-Rank Coordinated Adaptation with Knowledge Decoupling
for Federated Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {690--700},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688112},
doi = {10.1145/3640457.3688112},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DingZFSLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Dinnissen24,
author = {Karlijn Dinnissen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Fairness and Transparency in Music Recommender Systems: Improvements
for Artists},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1368--1375},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688024},
doi = {10.1145/3640457.3688024},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Dinnissen24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DongHS24,
author = {Lulu Dong and
Guoxiu He and
Aixin Sun},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Not All Videos Become Outdated: Short-Video Recommendation by Learning
to Deconfound Release Interval Bias},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {179--188},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688113},
doi = {10.1145/3640457.3688113},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DongHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DuWJZ024,
author = {Zhaocheng Du and
Chuhan Wu and
Qinglin Jia and
Jieming Zhu and
Xu Chen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Tutorial on Feature Interpretation in Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1281--1282},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687094},
doi = {10.1145/3640457.3687094},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DuWJZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DuncanKBM24,
author = {Brendan Andrew Duncan and
Surya Kallumadi and
Taylor Berg{-}Kirkpatrick and
Julian J. McAuley},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{MAWI} Rec: Leveraging Severe Weather Data in Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {850--854},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688157},
doi = {10.1145/3640457.3688157},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DuncanKBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/EdizelSCAD24,
author = {Bora Edizel and
Tim Sweetser and
Ashok Chandrashekar and
Kamilia Ahmadi and
Puja Das},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Towards Understanding The Gaps of Offline And Online Evaluation Metrics:
Impact of Series vs. Movie Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {844--846},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688056},
doi = {10.1145/3640457.3688056},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/EdizelSCAD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/EggerthSHM24,
author = {Alexander Eggerth and
Javier Argota S{\'{a}}nchez{-}Vaquerizo and
Dirk Helbing and
Sachit Mahajan},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Democratizing Urban Mobility Through an Open-Source, Multi-Criteria
Route Recommendation System},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1073--1078},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691702},
doi = {10.1145/3640457.3691702},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/EggerthSHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/EkstrandKRD24,
author = {Michael D. Ekstrand and
Toshihiro Kamishima and
Amifa Raj and
Karlijn Dinnissen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {FAccTRec 2024: The 7th Workshop on Responsible Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1200--1201},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687111},
doi = {10.1145/3640457.3687111},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/EkstrandKRD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/EkstrandPS24,
author = {Michael D. Ekstrand and
Maria Soledad Pera and
Alan Said},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {AltRecSys: {A} Workshop on Alternative, Unexpected, and Critical Ideas
in Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1216--1218},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687104},
doi = {10.1145/3640457.3687104},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/EkstrandPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ElsayedRS24,
author = {Shereen Elsayed and
Ahmed Rashed and
Lars Schmidt{-}Thieme},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Multi-Behavioral Sequential Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {902--906},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688166},
doi = {10.1145/3640457.3688166},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ElsayedRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/EntrupEH24,
author = {Elias Entrup and
Ralph Ewerth and
Anett Hoppe},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Can Editorial Decisions Impair Journal Recommendations? Analysing
the Impact of Journal Characteristics on Recommendation Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1062--1066},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688194},
doi = {10.1145/3640457.3688194},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/EntrupEH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Fazio24,
author = {Angela Di Fazio},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Enhancing Privacy in Recommender Systems through Differential Privacy
Techniques},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1348--1352},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688019},
doi = {10.1145/3640457.3688019},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Fazio24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Feely0LS24,
author = {Ciara Feely and
Brian Caulfield and
Aonghus Lawlor and
Barry Smyth},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Recommending Personalised Targeted Training Adjustments for Marathon
Runners},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1051--1056},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688192},
doi = {10.1145/3640457.3688192},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Feely0LS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/FerraroE024,
author = {Andres Ferraro and
Michael D. Ekstrand and
Christine Bauer},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies
on Gender Imbalance in Music Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {884--889},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688163},
doi = {10.1145/3640457.3688163},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/FerraroE024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/FerraroPK024,
author = {Andres Ferraro and
Lorenzo Porcaro and
Peter Knees and
Christine Bauer},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {MuRS 2024: 2nd Music Recommender Systems Workshop},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1202--1205},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687097},
doi = {10.1145/3640457.3687097},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/FerraroPK024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/FrolovMMO24,
author = {Evgeny Frolov and
Tatyana Matveeva and
Leyla Mirvakhabova and
Ivan V. Oseledets},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Self-Attentive Sequential Recommendations with Hyperbolic Representations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {981--986},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688180},
doi = {10.1145/3640457.3688180},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/FrolovMMO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GanhorMHNS24,
author = {Christian Ganh{\"{o}}r and
Marta Moscati and
Anna Hausberger and
Shah Nawaz and
Markus Schedl},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Multimodal Single-Branch Embedding Network for Recommendation in
Cold-Start and Missing Modality Scenarios},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {380--390},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688138},
doi = {10.1145/3640457.3688138},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GanhorMHNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GomezCBS24,
author = {Elizabeth G{\'{o}}mez and
David Contreras and
Ludovico Boratto and
Maria Salam{\'{o}}},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{AMBAR:} {A} dataset for Assessing Multiple Beyond-Accuracy Recommenders},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {137--147},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688067},
doi = {10.1145/3640457.3688067},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GomezCBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GuarrasiSS24,
author = {Valerio Guarrasi and
Federico Siciliano and
Fabrizio Silvestri},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust
Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1265--1269},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687106},
doi = {10.1145/3640457.3687106},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GuarrasiSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GuoYWLYPC24,
author = {Zirui Guo and
Yanhua Yu and
Yuling Wang and
Kangkang Lu and
Zixuan Yang and
Liang Pang and
Tat{-}Seng Chua},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Information-Controllable Graph Contrastive Learning for Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {528--537},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688122},
doi = {10.1145/3640457.3688122},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GuoYWLYPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HartmanSTM24,
author = {Jan Hartman and
Hitesh Sagtani and
Julie Tibshirani and
Rishabh Mehrotra},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {AI-assisted Coding with Cody: Lessons from Context Retrieval and Evaluation
for Code Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {748--750},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688060},
doi = {10.1145/3640457.3688060},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HartmanSTM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HauptmannTT24,
author = {Hanna Hauptmann and
Christoph Trattner and
Helma Torkamaan},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {The 6th International Workshop on Health Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1232--1236},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687113},
doi = {10.1145/3640457.3687113},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HauptmannTT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HeitzCSB24,
author = {Lucien Heitz and
Julian Andrea Croci and
Madhav Sachdeva and
Abraham Bernstein},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Informfully - Research Platform for Reproducible User Studies},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {660--669},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688066},
doi = {10.1145/3640457.3688066},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HeitzCSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HornAY24,
author = {Franklin Horn and
Aurelia Alston and
Won J. You},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {"More to Read" at the Los Angeles Times: Solving a Cold Start Problem
with LLMs to Improve Story Discovery},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {742--744},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688031},
doi = {10.1145/3640457.3688031},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HornAY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HsuWEX24,
author = {Yi{-}Ping Hsu and
Po{-}Wei Wang and
Chantat Eksombatchai and
Jiajing Xu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Taming the One-Epoch Phenomenon in Online Recommendation System by
Two-stage Contrastive {ID} Pre-training},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {838--840},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688053},
doi = {10.1145/3640457.3688053},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HsuWEX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Huang0WJHDX24,
author = {Jiahui Huang and
Lan Zhang and
Junhao Wang and
Shanyang Jiang and
Dongbo Huang and
Cheng Ding and
Lan Xu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Utilizing Non-click Samples via Semi-supervised Learning for Conversion
Rate Prediction},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {350--359},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688151},
doi = {10.1145/3640457.3688151},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Huang0WJHDX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/IrreraLDS24,
author = {Ornella Irrera and
Matteo Lissandrini and
Daniele Dell'Aglio and
Gianmaria Silvello},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Reproducibility and Analysis of Scientific Dataset Recommendation
Methods},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {570--579},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688071},
doi = {10.1145/3640457.3688071},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/IrreraLDS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JametMSV24,
author = {Henri Jamet and
Maxime Manderlier and
Yash Raj Shrestha and
Michalis Vlachos},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Evaluation and simplification of text difficulty using LLMs in the
context of recommending texts in French to facilitate language learning},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {987--992},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688181},
doi = {10.1145/3640457.3688181},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JametMSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Jeng24,
author = {Jia Hua Jeng},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Bridging Viewpoints in News with Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1283--1289},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688008},
doi = {10.1145/3640457.3688008},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Jeng24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JeunenBPU24,
author = {Olivier Jeunen and
Shubham Baweja and
Neeti Pokharna and
Aleksei Ustimenko},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Powerful A/B-Testing Metrics and Where to Find Them},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {816--818},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688036},
doi = {10.1145/3640457.3688036},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JeunenBPU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JeunenMPAVSU24,
author = {Olivier Jeunen and
Jatin Mandav and
Ivan Potapov and
Nakul Agarwal and
Sourabh Vaid and
Wenzhe Shi and
Aleksei Ustimenko},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Multi-Objective Recommendation via Multivariate Policy Learning},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {712--721},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688132},
doi = {10.1145/3640457.3688132},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JeunenMPAVSU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JeunenOSVW24,
author = {Olivier Jeunen and
Harrie Oosterhuis and
Yuta Saito and
Flavian Vasile and
Yixin Wang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{CONSEQUENCES} - The 3rd Workshop on Causality, Counterfactuals and
Sequential Decision-Making for Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1206--1209},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687095},
doi = {10.1145/3640457.3687095},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JeunenOSVW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JeunenU24,
author = {Olivier Jeunen and
Aleksei Ustimenko},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{\(\Delta\)}-OPE: Off-Policy Estimation with Pairs of Policies},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {878--883},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688162},
doi = {10.1145/3640457.3688162},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JeunenU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JiangC0WJZLJB24,
author = {Yuezihan Jiang and
Gaode Chen and
Wenhan Zhang and
Jingchi Wang and
Yinjie Jiang and
Qi Zhang and
Jingjian Lin and
Peng Jiang and
Kaigui Bian},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Prompt Tuning for Item Cold-start Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {411--421},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688126},
doi = {10.1145/3640457.3688126},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JiangC0WJZLJB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JiangLC0ZLJ0Z24,
author = {Yuezihan Jiang and
Changyu Li and
Gaode Chen and
Peiyi Li and
Qi Zhang and
Jingjian Lin and
Peng Jiang and
Fei Sun and
Wentao Zhang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{MMGCL:} Meta Knowledge-Enhanced Multi-view Graph Contrastive Learning
for Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {538--548},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688127},
doi = {10.1145/3640457.3688127},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JiangLC0ZLJ0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JoshiFHZL24,
author = {Swanand Joshi and
Yesu Feng and
Ko{-}Jen Hsiao and
Zhe Zhang and
Sudarshan Lamkhede},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Sliding Window Training - Utilizing Historical Recommender Systems
Data for Foundation Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {835--837},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688051},
doi = {10.1145/3640457.3688051},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JoshiFHZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JuDTHL24,
author = {Zheng Ju and
Honghui Du and
Elias Z. Tragos and
Neil Hurley and
Aonghus Lawlor},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Exploring Coresets for Efficient Training and Consistent Evaluation
of Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1152--1157},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691716},
doi = {10.1145/3640457.3691716},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JuDTHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KeckiS24,
author = {Veronica Kecki and
Alan Said},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Understanding Fairness in Recommender Systems: {A} Healthcare Perspective},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1125--1130},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691711},
doi = {10.1145/3640457.3691711},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KeckiS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KekudaZU24,
author = {Akshay Kekuda and
Yuyang Zhang and
Arun Udayashankar},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Embedding based retrieval for long tail search queries in ecommerce},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {771--774},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688039},
doi = {10.1145/3640457.3688039},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KekudaZU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KhaniWNAYLAKKZH24,
author = {Nikhil Khani and
Li Wei and
Aniruddh Nath and
Shawn Andrews and
Shuo Yang and
Yang Liu and
Pendo Abbo and
Maciej Kula and
Jarrod Kahn and
Zhe Zhao and
Lichan Hong and
Ed H. Chi},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation
for Online Ranking Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {758--761},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688055},
doi = {10.1145/3640457.3688055},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KhaniWNAYLAKKZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KilleLTYO24,
author = {Benjamin Kille and
Andreas Lommatzsch and
C{\'{e}}lina Treuillier and
Vandana Yadav and
{\"{O}}zlem {\"{O}}zg{\"{o}}bek},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {12th International Workshop on News Recommendation and Analytics (INRA'24)},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1258--1261},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687100},
doi = {10.1145/3640457.3687100},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KilleLTYO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KlenitskiyVPV24,
author = {Anton Klenitskiy and
Anna Volodkevich and
Anton Pembek and
Alexey Vasilev},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Does It Look Sequential? An Analysis of Datasets for Evaluation of
Sequential Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1067--1072},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688195},
doi = {10.1145/3640457.3688195},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KlenitskiyVPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KnijnenburgM24,
author = {Bart P. Knijnenburg and
Edward C. Malthouse},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Conducting User Experiments in Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1272--1273},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687090},
doi = {10.1145/3640457.3687090},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KnijnenburgM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Kolb24,
author = {Thomas Elmar Kolb},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Enhancing Cross-Domain Recommender Systems with LLMs: Evaluating Bias
and Beyond-Accuracy Measures},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1388--1394},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688027},
doi = {10.1145/3640457.3688027},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Kolb24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KoneruNLG24,
author = {Venkata Harshit Koneru and
Xenija Neufeld and
Sebastian Loth and
Andreas Gr{\"{u}}n},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Enhancing Recommendation Quality of the SASRec Model by Mitigating
Popularity Bias},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {781--783},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688044},
doi = {10.1145/3640457.3688044},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KoneruNLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KruseLKPP0UAF24,
author = {Johannes Kruse and
Kasper Lindskow and
Saikishore Kalloori and
Marco Polignano and
Claudio Pomo and
Abhishek Srivastava and
Anshuk Uppal and
Michael Riis Andersen and
Jes Frellsen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {RecSys Challenge 2024: Balancing Accuracy and Editorial Values in
News Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1195--1199},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687164},
doi = {10.1145/3640457.3687164},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KruseLKPP0UAF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Kusano24,
author = {Genki Kusano},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Data Augmentation using Reverse Prompt for Cost-Efficient Cold-Start
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {861--865},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688159},
doi = {10.1145/3640457.3688159},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Kusano24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LeeKS24,
author = {Geon Lee and
Kyungho Kim and
Kijung Shin},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and
{A} Remedy Towards Improved Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {957--962},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688176},
doi = {10.1145/3640457.3688176},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LeeKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LesotaGWKS24,
author = {Oleg Lesota and
Jonas Geiger and
Max Walder and
Dominik Kowald and
Markus Schedl},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Oh, Behave! Country Representation Dynamics Created by Feedback Loops
in Music Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1022--1027},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688187},
doi = {10.1145/3640457.3688187},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LesotaGWKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiCLXSR24,
author = {Kungang Li and
Xiangyi Chen and
Ling Leng and
Jiajing Xu and
Jiankai Sun and
Behnam Rezaei},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Privacy Preserving Conversion Modeling in Data Clean Room},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {819--822},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688054},
doi = {10.1145/3640457.3688054},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiCLXSR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiD0024,
author = {Irene Li and
Ruihai Dong and
Lei Li and
Li Chen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{EARL:} Workshop on Evaluating and Applying Recommendation Systems
with Large Language Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1262--1264},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687110},
doi = {10.1145/3640457.3687110},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiD0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiLHMSZM24,
author = {Jiayu Li and
Hanyu Li and
Zhiyu He and
Weizhi Ma and
Peijie Sun and
Min Zhang and
Shaoping Ma},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {ReChorus2.0: {A} Modular and Task-Flexible Recommendation Library},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {454--464},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688076},
doi = {10.1145/3640457.3688076},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiLHMSZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiLP024,
author = {Weixin Li and
Xiaolin Lin and
Weike Pan and
Zhong Ming},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Dynamic Stage-aware User Interest Learning for Heterogeneous Sequential
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {465--474},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688103},
doi = {10.1145/3640457.3688103},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiLP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiSMSZ24,
author = {Jiayu Li and
Aixin Sun and
Weizhi Ma and
Peijie Sun and
Min Zhang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Right Tool, Right Job: Recommendation for Repeat and Exploration Consumption
in Food Delivery},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {643--653},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688119},
doi = {10.1145/3640457.3688119},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiSMSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiUHTLSMKBYHCL24,
author = {Yuening Li and
Diego Uribe and
Chuan He and
Jiaxi Tang and
Qingyun Liu and
Junjie Shan and
Ben Most and
Kaushik Kalyan and
Shuchao Bi and
Xinyang Yi and
Lichan Hong and
Ed H. Chi and
Liang Liu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Short-form Video Needs Long-term Interests: An Industrial Solution
for Serving Large User Sequence Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {832--834},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688030},
doi = {10.1145/3640457.3688030},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiUHTLSMKBYHCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiZAYVKH24,
author = {Yaoyiran Li and
Xiang Zhai and
Moustafa Alzantot and
Keyi Yu and
Ivan Vulic and
Anna Korhonen and
Mohamed Hammad},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {422--432},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688121},
doi = {10.1145/3640457.3688121},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiZAYVKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiZFLLH24,
author = {Jiang Li and
Zhen Zhang and
Xiang Feng and
Muyang Li and
Yongqi Liu and
Lantao Hu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{MODEM:} Decoupling User Behavior for Shared-Account Video Recommendations
on Large Screen Devices},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {907--911},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688167},
doi = {10.1145/3640457.3688167},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiZFLLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiZLTZZ24,
author = {Wenhao Li and
Jie Zhou and
Chuan Luo and
Chao Tang and
Kun Zhang and
Shixiong Zhao},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Scene-wise Adaptive Network for Dynamic Cold-start Scenes Optimization
in {CTR} Prediction},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {370--379},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688115},
doi = {10.1145/3640457.3688115},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiZLTZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LichtenbergBR24,
author = {Jan Malte Lichtenberg and
Giuseppe Di Benedetto and
Matteo Ruffini},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Ranking Across Different Content Types: The Robust Beauty of Multinomial
Blending},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {823--825},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688059},
doi = {10.1145/3640457.3688059},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LichtenbergBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LinCYX24,
author = {Hongtao Lin and
Haoyu Chen and
Jaewon Yang and
Jiajing Xu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Bootstrapping Conditional Retrieval for User-to-Item Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {755--757},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688057},
doi = {10.1145/3640457.3688057},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LinCYX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LinMBPHBP24,
author = {Lina Lin and
Changping Meng and
Jennifer Brennan and
Jean Pouget{-}Abadie and
Ningren Han and
Shuchao Bi and
Yajun Peng},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Country-diverted experiments for mitigation of network effects},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {765--767},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688046},
doi = {10.1145/3640457.3688046},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LinMBPHBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LinPZZ24,
author = {Jiaye Lin and
Shuang Peng and
Zhong Zhang and
Peilin Zhao},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {TLRec: {A} Transfer Learning Framework to Enhance Large Language Models
for Sequential Recommendation Tasks},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1119--1124},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691710},
doi = {10.1145/3640457.3691710},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LinPZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LindstromPPL24,
author = {Henrik Lindstrom and
Humberto Jes{\'{u}}s Corona Pamp{\'{\i}}n and
Enrico Palumbo and
Alva Liu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Encouraging Exploration in Spotify Search through Query Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {775--777},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688035},
doi = {10.1145/3640457.3688035},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LindstromPPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuFGL24,
author = {Qin Liu and
Xuan Feng and
Tianlong Gu and
Xiaoli Liu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {FairCRS: Towards User-oriented Fairness in Conversational Recommendation
Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {126--136},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688150},
doi = {10.1145/3640457.3688150},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuFGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuJSWDXTZL24,
author = {Yu Liu and
Qinglin Jia and
Shuting Shi and
Chuhan Wu and
Zhaocheng Du and
Zheng Xie and
Ruiming Tang and
Muyu Zhang and
Ming Li},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Ranking-Aware Unbiased Post-Click Conversion Rate Estimation via {AUC}
Optimization on Entire Exposure Space},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {360--369},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688152},
doi = {10.1145/3640457.3688152},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuJSWDXTZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuLL24,
author = {Yuli Liu and
Min Liu and
Xiaojing Liu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Pay Attention to Attention for Sequential Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {890--895},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688164},
doi = {10.1145/3640457.3688164},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuZKSZLZLW24,
author = {Shijie Liu and
Nan Zheng and
Hui Kang and
Xavier Simmons and
Junjie Zhang and
Matthias Langer and
Wenjing Zhu and
Minseok Lee and
Zehuan Wang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Embedding Optimization for Training Large-scale Deep Learning Recommendation
Systems with EMBark},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {622--632},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688111},
doi = {10.1145/3640457.3688111},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuZKSZLZLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LopsSPMS24,
author = {Pasquale Lops and
Antonio Silletti and
Marco Polignano and
Cataldo Musto and
Giovanni Semeraro},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Reproducibility of LLM-based Recommender Systems: the Case Study of
{P5} Paradigm},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {116--125},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688072},
doi = {10.1145/3640457.3688072},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LopsSPMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MaesMS24,
author = {Ulysse Maes and
Lien Michiels and
Annelien Smets},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {GenUI(ne) {CRS:} {UI} Elements and Retrieval-Augmented Generation
in Conversational Recommender Systems with LLMs},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1177--1179},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691697},
doi = {10.1145/3640457.3691697},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MaesMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MahajanDGSBTHL24,
author = {Khushhall Chandra Mahajan and
Amey Porobo Dharwadker and
Saurabh Gupta and
Brad Schumitsch and
Arnab Bhadury and
Ding Tong and
Ko{-}Jen Hsiao and
Liang Liu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {VideoRecSys + LargeRecSys 2024},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1213--1215},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687116},
doi = {10.1145/3640457.3687116},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MahajanDGSBTHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MalitestaPAMNS24,
author = {Daniele Malitesta and
Claudio Pomo and
Vito Walter Anelli and
Alberto Carlo Maria Mancino and
Tommaso Di Noia and
Eugenio Di Sciascio},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Novel Evaluation Perspective on GNNs-based Recommender Systems through
the Topology of the User-Item Graph},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {549--559},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688070},
doi = {10.1145/3640457.3688070},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MalitestaPAMNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MatrosovaMSLBM24,
author = {Kristina Matrosova and
Lilian Marey and
Guillaume Salha{-}Galvan and
Thomas Louail and
Olivier Bodini and
Manuel Moussallam},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Do Recommender Systems Promote Local Music? {A} Reproducibility Study
Using Music Streaming Data},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {148--157},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688065},
doi = {10.1145/3640457.3688065},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MatrosovaMSLBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Mehta24,
author = {Rachana Mehta},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Integrating Matrix Factorization with Graph based Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1314--1317},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688013},
doi = {10.1145/3640457.3688013},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Mehta24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MengYO24,
author = {Zeyuan Meng and
Zixuan Yi and
Iadh Ounis},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Knowledge-Enhanced Multi-Behaviour Contrastive Learning for Effective
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1016--1021},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688186},
doi = {10.1145/3640457.3688186},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MengYO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Merinov024,
author = {Pavel Merinov and
Francesco Ricci},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Positive-Sum Impact of Multistakeholder Recommender Systems for Urban
Tourism Promotion and User Utility},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {939--944},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688173},
doi = {10.1145/3640457.3688173},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Merinov024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Merinov24,
author = {Pavel Merinov},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Towards Sustainable Recommendations in Urban Tourism},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1330--1334},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688016},
doi = {10.1145/3640457.3688016},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Merinov24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MezentsevGOF24,
author = {Gleb Mezentsev and
Danil Gusak and
Ivan V. Oseledets and
Evgeny Frolov},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Scalable Cross-Entropy Loss for Sequential Recommendations with Large
Item Catalogs},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {475--485},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688140},
doi = {10.1145/3640457.3688140},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MezentsevGOF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MilogradskiiLPA24,
author = {Aleksandr Milogradskii and
Oleg Lashinin and
Alexander P and
Marina Ananyeva and
Sergey Kolesnikov},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Revisiting {BPR:} {A} Replicability Study of a Common Recommender
System Baseline},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {267--277},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688073},
doi = {10.1145/3640457.3688073},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MilogradskiiLPA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MohammadiPMZ24,
author = {Amir Reza Mohammadi and
Andreas Peintner and
Michael M{\"{u}}ller and
Eva Zangerle},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Are We Explaining the Same Recommenders? Incorporating Recommender
Performance for Evaluating Explainers},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1113--1118},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691709},
doi = {10.1145/3640457.3691709},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MohammadiPMZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MonteilVLMH24,
author = {Julien Monteil and
Volodymyr Vaskovych and
Wentao Lu and
Anirban Majumder and
Anton van den Hengel},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {MARec: Metadata Alignment for cold-start Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {401--410},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688125},
doi = {10.1145/3640457.3688125},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MonteilVLMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Moscati24,
author = {Marta Moscati},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Multimodal Representation Learning for High-Quality Recommendations
in Cold-Start and Beyond-Accuracy},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1290--1295},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688009},
doi = {10.1145/3640457.3688009},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Moscati24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NeidhardtKLZ24,
author = {Julia Neidhardt and
Tsvi Kuflik and
Amit Livne and
Markus Zanker},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Workshop on Recommenders in Tourism (RecTour) 2024},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1229--1231},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687107},
doi = {10.1145/3640457.3687107},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NeidhardtKLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NieZYDZCZCLCXH24,
author = {Guangtao Nie and
Rong Zhi and
Xiaofan Yan and
Yufan Du and
Xiangyang Zhang and
Jianwei Chen and
Mi Zhou and
Hongshen Chen and
Tianhao Li and
Ziguang Cheng and
Sulong Xu and
Jinghe Hu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Hybrid Multi-Agent Conversational Recommender System with {LLM}
and Search Engine in E-commerce},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {745--747},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688061},
doi = {10.1145/3640457.3688061},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NieZYDZCZCLCXH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ParkARPTZHDSGZ24,
author = {Intaik Park and
Ehsan Ardestani and
Damian Reeves and
Sarunya Pumma and
Henry Tsang and
Levy Zhao and
Jian He and
Joshua Deng and
Dennis Van Der Staay and
Yu Guo and
Paul Zhang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Toward 100TB Recommendation Models with Embedding Offloading},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {841--843},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688037},
doi = {10.1145/3640457.3688037},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ParkARPTZHDSGZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PauwG24,
author = {Joey De Pauw and
Bart Goethals},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {The Role of Unknown Interactions in Implicit Matrix Factorization
- {A} Probabilistic View},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {219--227},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688100},
doi = {10.1145/3640457.3688100},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PauwG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PeiPCST24,
author = {Yingchi Pei and
Yi Wei Pang and
Warren Cai and
Nilanjan Sengupta and
Dheeraj Toshniwal},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Leveraging {LLM} generated labels to reduce bad matches in job recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {796--799},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688043},
doi = {10.1145/3640457.3688043},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PeiPCST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PenhaVPNB24,
author = {Gustavo Penha and
Ali Vardasbi and
Enrico Palumbo and
Marco De Nadai and
Hugues Bouchard},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Bridging Search and Recommendation in Generative Retrieval: Does One
Task Help the Other?},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {340--349},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688123},
doi = {10.1145/3640457.3688123},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PenhaVPNB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PetrovMT24,
author = {Aleksandr Vladimirovich Petrov and
Craig Macdonald and
Nicola Tonellotto},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Efficient Inference of Sub-Item Id-based Sequential Recommendation
Models with Millions of Items},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {912--917},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688168},
doi = {10.1145/3640457.3688168},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PetrovMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PetrozzielloSL24,
author = {Alessio Petrozziello and
Christian Sommeregger and
Ye{-}Sheen Lim},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Scale-Invariant Learning-to-Rank},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {826--828},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688032},
doi = {10.1145/3640457.3688032},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PetrozzielloSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Petruzzelli24,
author = {Alessandro Petruzzelli},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Towards Symbiotic Recommendations: Leveraging LLMs for Conversational
Recommendation Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1361--1367},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688023},
doi = {10.1145/3640457.3688023},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Petruzzelli24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PetruzzelliMCTS24,
author = {Alessandro Petruzzelli and
Cataldo Musto and
Michele Ciro Di Carlo and
Giovanni Tempesta and
Giovanni Semeraro},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Recommending Healthy and Sustainable Meals exploiting Food Retrieval
and Large Language Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1057--1061},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688193},
doi = {10.1145/3640457.3688193},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PetruzzelliMCTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PetruzzelliMLRG24,
author = {Alessandro Petruzzelli and
Cataldo Musto and
Lucrezia Laraspata and
Ivan Rinaldi and
Marco de Gemmis and
Pasquale Lops and
Giovanni Semeraro},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Instructing and Prompting Large Language Models for Explainable Cross-domain
Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {298--308},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688137},
doi = {10.1145/3640457.3688137},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PetruzzelliMLRG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Preuett24,
author = {Larry Donald Preuett},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Learning Personalized Health Recommendations via Offline Reinforcement
Learning},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1355--1357},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688021},
doi = {10.1145/3640457.3688021},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Preuett24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/QuXXKS24,
author = {Zekai Qu and
Ruobing Xie and
Chaojun Xiao and
Zhanhui Kang and
Xingwu Sun},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {The Elephant in the Room: Rethinking the Usage of Pre-trained Language
Model in Sequential Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {53--62},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688107},
doi = {10.1145/3640457.3688107},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/QuXXKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Raziperchikolaei24,
author = {Ramin Raziperchikolaei and
Young{-}joo Chung},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {One-class recommendation systems with the hinge pairwise distance
loss and orthogonal representations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1033--1038},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688189},
doi = {10.1145/3640457.3688189},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Raziperchikolaei24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Rohde24,
author = {David Rohde},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Why the Shooting in the Dark Method Dominates Recommender Systems
Practice},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {847--849},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688029},
doi = {10.1145/3640457.3688029},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Rohde24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SachdevaCKNCHCC24,
author = {Noveen Sachdeva and
Benjamin Coleman and
Wang{-}Cheng Kang and
Jianmo Ni and
James Caverlee and
Lichan Hong and
Ed H. Chi and
Derek Zhiyuan Cheng},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Improving Data Efficiency for Recommenders and LLMs},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {790--792},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688052},
doi = {10.1145/3640457.3688052},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SachdevaCKNCHCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Said0Z24,
author = {Alan Said and
Christine Bauer and
Eva Zangerle},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Reflections on Recommender Systems: Past, Present, and Future {(INTROSPECTIVES)}},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1237--1238},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687101},
doi = {10.1145/3640457.3687101},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Said0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SamraFVGV24,
author = {Abdulaziz Samra and
Evgeny Frolov and
Alexey Vasilev and
Alexander Grigorevskiy and
Anton Vakhrushev},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Cross-Domain Latent Factors Sharing via Implicit Matrix Factorization},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {309--317},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688143},
doi = {10.1145/3640457.3688143},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SamraFVGV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Sato24,
author = {Masahiro Sato},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Calibrating the Predictions for Top-N Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {963--968},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688177},
doi = {10.1145/3640457.3688177},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Sato24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Schellingerhout24,
author = {Roan Schellingerhout},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Explainable Multi-Stakeholder Job Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1318--1322},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688014},
doi = {10.1145/3640457.3688014},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Schellingerhout24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SeshadriSK24,
author = {Pavan Seshadri and
Shahrzad Shashaani and
Peter Knees},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Enhancing Sequential Music Recommendation with Negative Feedback-informed
Contrastive Learning},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1028--1032},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688188},
doi = {10.1145/3640457.3688188},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SeshadriSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShahL0BWWL24,
author = {Jaidev Shah and
Gang Luo and
Jialin Liu and
Amey Barapatre and
Fan Wu and
Chuck Wang and
Hongzhi Li},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Analyzing User Preferences and Quality Improvement on Bing's WebPage
Recommendation Experience with Large Language Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {751--754},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688062},
doi = {10.1145/3640457.3688062},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShahL0BWWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShaoLBBGZ24,
author = {Yuan Shao and
Bibang Liu and
Sourabh Bansod and
Arnab Bhadury and
Mingyan Gao and
Yaping Zhang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Optimizing for Participation in Recommender System},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {806--808},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688042},
doi = {10.1145/3640457.3688042},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShaoLBBGZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SharmaSWSD24,
author = {Siddharth Sharma and
Akshay Shukla and
Ajinkya Walimbe and
Tarun Sharma and
Joaquin Delgado},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {LyricLure: Mining Catchy Hooks in Song Lyrics to Enhance Music Discovery
and Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {800--802},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688049},
doi = {10.1145/3640457.3688049},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SharmaSWSD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Shashaani24,
author = {Shahrzad Shashaani},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Explainability in Music Recommender System},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1395--1401},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688028},
doi = {10.1145/3640457.3688028},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Shashaani24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShimizuTKKNS24,
author = {Tatsuhiro Shimizu and
Koichi Tanaka and
Ren Kishimoto and
Haruka Kiyohara and
Masahiro Nomura and
Yuta Saito},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Effective Off-Policy Evaluation and Learning in Contextual Combinatorial
Bandits},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {733--741},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688099},
doi = {10.1145/3640457.3688099},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShimizuTKKNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShtoffVHSRB24,
author = {Alex Shtoff and
Michael Viderman and
Naama Haramaty{-}Krasne and
Oren Somekh and
Ariel Raviv and
Tularam Ban},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Low Rank Field-Weighted Factorization Machines for Low Latency Item
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {238--246},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688097},
doi = {10.1145/3640457.3688097},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShtoffVHSRB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SilvaMMS24,
author = {Eduardo Alves da Silva and
Leandro Balby Marinho and
Edleno Silva de Moura and
Altigran Soares da Silva},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Tool for Explainable Pension Fund Recommendations using Large Language
Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1184--1186},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691699},
doi = {10.1145/3640457.3691699},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SilvaMMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SinghV0KSZHHWTC24,
author = {Anima Singh and
Trung Vu and
Nikhil Mehta and
Raghunandan H. Keshavan and
Maheswaran Sathiamoorthy and
Yilin Zheng and
Lichan Hong and
Lukasz Heldt and
Li Wei and
Devansh Tandon and
Ed H. Chi and
Xinyang Yi},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Better Generalization with Semantic IDs: {A} Case Study in Ranking
for Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1039--1044},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688190},
doi = {10.1145/3640457.3688190},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SinghV0KSZHHWTC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Siudek-TkaczukK24,
author = {Katarzyna Siudek{-}Tkaczuk and
Slawomir Kapka and
Jedrzej Alchimowicz and
Bartlomiej Swoboda and
Michal Romaniuk},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Off-Policy Selection for Optimizing Ad Display Timing in Mobile Games
(Samsung Instant Plays)},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {803--805},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688058},
doi = {10.1145/3640457.3688058},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Siudek-TkaczukK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SolomonKSG24,
author = {Adir Solomon and
Tsvi Kuflik and
Bracha Shapira and
Ido Guy},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {RecTemp: Temporal Reasoning in Recommendation Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1227--1228},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687096},
doi = {10.1145/3640457.3687096},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SolomonKSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Souza24,
author = {Luan Soares de Souza},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Fairness Explanations in Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1353--1354},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688020},
doi = {10.1145/3640457.3688020},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Souza24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SpilloFMMS24,
author = {Giuseppe Spillo and
Allegra De Filippo and
Cataldo Musto and
Michela Milano and
Giovanni Semeraro},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Towards Green Recommender Systems: Investigating the Impact of Data
Reduction on Carbon Footprint and Algorithm Performances},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {866--871},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688160},
doi = {10.1145/3640457.3688160},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SpilloFMMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SpisakBHP24,
author = {Martin Spis{\'{a}}k and
Radek Bartyzal and
Anton{\'{\i}}n Hoskovec and
Ladislav Peska},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {On Interpretability of Linear Autoencoders},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {975--980},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688179},
doi = {10.1145/3640457.3688179},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SpisakBHP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/StarkeVMKT24,
author = {Alain Starke and
Sanne Vrijenhoek and
Lien Michiels and
Johannes Kruse and
Nava Tintarev},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {NORMalize 2024: The Second Workshop on Normative Design and Evaluation
of Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1242--1244},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687103},
doi = {10.1145/3640457.3687103},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/StarkeVMKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SuCWWZZWG24,
author = {Shuo Su and
Xiaoshuang Chen and
Yao Wang and
Yulin Wu and
Ziqiang Zhang and
Kaiqiao Zhan and
Ben Wang and
Kun Gai},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{RPAF:} {A} Reinforcement Prediction-Allocation Framework for Cache
Allocation in Large-Scale Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {670--679},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688128},
doi = {10.1145/3640457.3688128},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SuCWWZZWG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SugaharaYO24,
author = {Kai Sugahara and
Chihiro Yamasaki and
Kazushi Okamoto},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Is It Really Complementary? Revisiting Behavior-based Labels for Complementary
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1091--1095},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691705},
doi = {10.1145/3640457.3691705},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SugaharaYO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Sun24,
author = {Ruixuan Sun},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {AI-based Human-Centered Recommender Systems: Empirical Experiments
and Research Infrastructure},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1308--1313},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688012},
doi = {10.1145/3640457.3688012},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Sun24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SunYLW0024,
author = {Zexu Sun and
Hao Yang and
Dugang Liu and
Yunpeng Weng and
Xing Tang and
Xiuqiang He},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {End-to-End Cost-Effective Incentive Recommendation under Budget Constraint
with Uplift Modeling},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {560--569},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688147},
doi = {10.1145/3640457.3688147},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SunYLW0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Symeonidis24,
author = {Panagiotis Symeonidis},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Deep Recommendation using Graphs},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1270--1271},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687089},
doi = {10.1145/3640457.3687089},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Symeonidis24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Tachioka24,
author = {Yuuki Tachioka},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {User Knowledge Prompt for Sequential Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1142--1146},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691714},
doi = {10.1145/3640457.3691714},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Tachioka24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TammA24,
author = {Yan{-}Martin Tamm and
Anna Aljanaki},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Comparative Analysis of Pretrained Audio Representations in Music
Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {934--938},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688172},
doi = {10.1145/3640457.3688172},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TammA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TandoiM24,
author = {Mariagiorgia Agnese Tandoi and
Daniela Solis Morales},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Explore versus repeat: insights from an online supermarket},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {787--789},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688050},
doi = {10.1145/3640457.3688050},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TandoiM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ThorburnPV24,
author = {Luke Thorburn and
Maria Polukarov and
Carmine Ventre},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Societal Sorting as a Systemic Risk of Recommenders},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {951--956},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688175},
doi = {10.1145/3640457.3688175},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ThorburnPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TianHGCZYL0ZC24,
author = {Changxin Tian and
Binbin Hu and
Chunjing Gan and
Haoyu Chen and
Zhuo Zhang and
Li Yu and
Ziqi Liu and
Zhiqiang Zhang and
Jun Zhou and
Jiawei Chen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {ReLand: Integrating Large Language Models' Insights into Industrial
Recommenders via a Controllable Reasoning Pool},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {63--73},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688131},
doi = {10.1145/3640457.3688131},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TianHGCZYL0ZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TomitaY24,
author = {Yoji Tomita and
Tomohiko Yokoyama},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Fair Reciprocal Recommendation in Matching Markets},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {209--218},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688130},
doi = {10.1145/3640457.3688130},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TomitaY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Tommasel24,
author = {Antonela Tommasel},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Fairness Matters: {A} look at LLM-generated group recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {993--998},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688182},
doi = {10.1145/3640457.3688182},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Tommasel24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TommaselD24,
author = {Antonela Tommasel and
J. Andres Diaz{-}Pace},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Leveraging Monte Carlo Tree Search for Group Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1136--1141},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691713},
doi = {10.1145/3640457.3691713},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TommaselD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TranEFLML24,
author = {Thi Ngoc Trang Tran and
Seda Polat Erdeniz and
Alexander Felfernig and
Sebastian Lubos and
Merfat El Mansi and
Viet{-}Man Le},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Less is More: Towards Sustainability-Aware Persuasive Explanations
in Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1108--1112},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691708},
doi = {10.1145/3640457.3691708},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TranEFLML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TranSSH24,
author = {Viet{-}Anh Tran and
Guillaume Salha{-}Galvan and
Bruno Sguerra and
Romain Hennequin},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Transformers Meet {ACT-R:} Repeat-Aware and Sequential Listening Session
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {486--496},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688139},
doi = {10.1145/3640457.3688139},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TranSSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/UngruhDVPH24,
author = {Robin Ungruh and
Karlijn Dinnissen and
Anja Volk and
Maria Soledad Pera and
Hanna Hauptmann},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Putting Popularity Bias Mitigation to the Test: {A} User-Centric Evaluation
in Music Recommenders},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {169--178},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688102},
doi = {10.1145/3640457.3688102},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/UngruhDVPH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VancuraKS24,
author = {Vojtech Vancura and
Pavel Kord{\'{\i}}k and
Milan Straka},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {beeFormer: Bridging the Gap Between Semantic and Interaction Similarity
in Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1102--1107},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691707},
doi = {10.1145/3640457.3691707},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VancuraKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VandenbrouckeS24,
author = {Hanne Vandenbroucke and
Annelien Smets},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {It's (not) all about that {CTR:} {A} Multi-Stakeholder Perspective
on News Recommender Metrics},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {999--1003},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688183},
doi = {10.1145/3640457.3688183},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VandenbrouckeS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VasilevVKBK24,
author = {Alexey Vasilev and
Anna Volodkevich and
Denis Kulandin and
Tatiana Bysheva and
Anton Klenitskiy},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {RePlay: a Recommendation Framework for Experimentation and Production
Use},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1191--1194},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691701},
doi = {10.1145/3640457.3691701},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VasilevVKBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VenteWSB24,
author = {Tobias Vente and
Lukas Wegmeth and
Alan Said and
Joeran Beel},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {From Clicks to Carbon: The Environmental Toll of Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {580--590},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688074},
doi = {10.1145/3640457.3688074},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VenteWSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WagneN24,
author = {Ahmadou Wagne and
Julia Neidhardt},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {What to compare? Towards understanding user sessions on price comparison
platforms},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1158--1162},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691717},
doi = {10.1145/3640457.3691717},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WagneN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WanYXJL024,
author = {Zhizhong Wan and
Bin Yin and
Junjie Xie and
Fei Jiang and
Xiang Li and
Wei Lin},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{LARR:} Large Language Model Aided Real-time Scene Recommendation
with Semantic Understanding},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {23--32},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688135},
doi = {10.1145/3640457.3688135},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WanYXJL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangLLCZT0024,
author = {Hangyu Wang and
Jianghao Lin and
Xiangyang Li and
Bo Chen and
Chenxu Zhu and
Ruiming Tang and
Weinan Zhang and
Yong Yu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{FLIP:} Fine-grained Alignment between ID-based Models and Pretrained
Language Models for {CTR} Prediction},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {94--104},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688106},
doi = {10.1145/3640457.3688106},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangLLCZT0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangLLMWGZHBBCC24,
author = {Jianling Wang and
Haokai Lu and
Yifan Liu and
He Ma and
Yueqi Wang and
Yang Gu and
Shuzhou Zhang and
Ningren Han and
Shuchao Bi and
Lexi Baugher and
Ed H. Chi and
Minmin Chen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {LLMs for User Interest Exploration in Large-scale Recommendation Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {872--877},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688161},
doi = {10.1145/3640457.3688161},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangLLMWGZHBBCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangLZCZ0L24,
author = {Yuan Wang and
Zhiyu Li and
Changshuo Zhang and
Sirui Chen and
Xiao Zhang and
Jun Xu and
Quan Lin},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving
Time in E-Commerce},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {896--901},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688165},
doi = {10.1145/3640457.3688165},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangLZCZ0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangRS24,
author = {Junting Wang and
Praneet Rathi and
Hari Sundaram},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Pre-trained Zero-shot Sequential Recommendation Framework via Popularity
Dynamics},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {433--443},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688145},
doi = {10.1145/3640457.3688145},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangX0GCX24,
author = {Shirui Wang and
Bohan Xie and
Ling Ding and
Xiaoying Gao and
Jianting Chen and
Yang Xiang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {SeCor: Aligning Semantic and Collaborative Representations by Large
Language Models for Next-Point-of-Interest Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1--11},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688124},
doi = {10.1145/3640457.3688124},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangX0GCX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Wardatzky24,
author = {Kathrin Wardatzky},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Evaluating the Pros and Cons of Recommender Systems Explanations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1302--1307},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688011},
doi = {10.1145/3640457.3688011},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Wardatzky24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WegmethVB24,
author = {Lukas Wegmeth and
Tobias Vente and
Joeran Beel},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Recommender Systems Algorithm Selection for Ranking Prediction on
Implicit Feedback Datasets},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1163--1167},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691718},
doi = {10.1145/3640457.3691718},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WegmethVB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WijayaDFL24,
author = {Tri Kurniawan Wijaya and
Edoardo D'Amico and
G{\'{a}}bor Fodor and
Manuel V. Loureiro},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Rs4rs: Semantically Find Recent Publications from Top Recommendation
System-Related Venues},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1174--1176},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691696},
doi = {10.1145/3640457.3691696},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WijayaDFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WilmNS24,
author = {Timo Wilm and
Philipp Normann and
Felix Stepprath},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Pareto Front Approximation for Multi-Objective Session-Based Recommender
Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {809--812},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688048},
doi = {10.1145/3640457.3688048},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WilmNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WuCS0WH24,
author = {Yi Wu and
Daryl Chang and
Jennifer She and
Zhe Zhao and
Li Wei and
Lukasz Heldt},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Learned Ranking Function: From Short-term Behavior Predictions to
Long-term User Satisfaction},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1004--1009},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688184},
doi = {10.1145/3640457.3688184},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WuCS0WH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WuCTZ0S24,
author = {Yunfan Wu and
Qi Cao and
Shuchang Tao and
Kaike Zhang and
Fei Sun and
Huawei Shen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Accelerating the Surrogate Retraining for Poisoning Attacks against
Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {701--711},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688148},
doi = {10.1145/3640457.3688148},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WuCTZ0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XiLLCZZCT0024,
author = {Yunjia Xi and
Weiwen Liu and
Jianghao Lin and
Xiaoling Cai and
Hong Zhu and
Jieming Zhu and
Bo Chen and
Ruiming Tang and
Weinan Zhang and
Yong Yu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Towards Open-World Recommendation with Knowledge Augmentation from
Large Language Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {12--22},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688104},
doi = {10.1145/3640457.3688104},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XiLLCZZCT0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XieWJHSJLKM24,
author = {Zhouhang Xie and
Junda Wu and
Hyunsik Jeon and
Zhankui He and
Harald Steck and
Rahul Jha and
Dawen Liang and
Nathan Kallus and
Julian J. McAuley},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Neighborhood-Based Collaborative Filtering for Conversational Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1045--1050},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688191},
doi = {10.1145/3640457.3688191},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XieWJHSJLKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XuLWCZW24,
author = {Lanling Xu and
Zihan Lin and
Jinpeng Wang and
Sheng Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Promoting Two-sided Fairness with Adaptive Weights for Providers and
Customers in Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {918--923},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688169},
doi = {10.1145/3640457.3688169},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XuLWCZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XuLXW24,
author = {Yang Xu and
Kuan{-}Ting Lai and
Pengcheng Xiong and
Zhong Wu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Multi-Preview Recommendation via Reinforcement Learning},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1180--1183},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691698},
doi = {10.1145/3640457.3691698},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XuLXW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XuYXLLSZLLHTZZL24,
author = {Rengan Xu and
Junjie Yang and
Yifan Xu and
Hong Li and
Xing Liu and
Devashish Shankar and
Haoci Zhang and
Meng Liu and
Boyang Li and
Yuxi Hu and
Mingwei Tang and
Zehua Zhang and
Tunhou Zhang and
Dai Li and
Sijia Chen and
Gian{-}Paolo Musumeci and
Jiaqi Zhai and
Bill Zhu and
Hong Yan and
Srihari Reddy},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Enhancing Performance and Scalability of Large-Scale Recommendation
Systems with Jagged Flash Attention},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {778--780},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688040},
doi = {10.1145/3640457.3688040},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XuYXLLSZLLHTZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangC24,
author = {Ting Yang and
Li Chen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Unleashing the Retrieval Potential of Large Language Models in Conversational
Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {43--52},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688146},
doi = {10.1145/3640457.3688146},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangCZZDGZDT24,
author = {Yang Yang and
Bo Chen and
Chenxu Zhu and
Menghui Zhu and
Xinyi Dai and
Huifeng Guo and
Muyu Zhang and
Zhenhua Dong and
Ruiming Tang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {{AIE:} Auction Information Enhanced Framework for {CTR} Prediction
in Online Advertising},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {633--642},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688136},
doi = {10.1145/3640457.3688136},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangCZZDGZDT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangGGYYCNZ24,
author = {Zhiming Yang and
Haining Gao and
Dehong Gao and
Luwei Yang and
Libin Yang and
Xiaoyan Cai and
Wei Ning and
Guannan Zhang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {MLoRA: Multi-Domain Low-Rank Adaptive Network for {CTR} Prediction},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {287--297},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688134},
doi = {10.1145/3640457.3688134},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangGGYYCNZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangYZXPLW0Y24,
author = {Mengduo Yang and
Yi Yuan and
Jie Zhou and
Meng Xi and
Xiaohua Pan and
Ying Li and
Yangyang Wu and
Jinshan Zhang and
Jianwei Yin},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Adaptive Fusion of Multi-View for Graph Contrastive Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {228--237},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688153},
doi = {10.1145/3640457.3688153},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangYZXPLW0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YiO24,
author = {Zixuan Yi and
Iadh Ounis},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {A Unified Graph Transformer for Overcoming Isolations in Multi-modal
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {518--527},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688096},
doi = {10.1145/3640457.3688096},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YiO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Yilma24,
author = {Bereket Abera Yilma},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Computational Methods for Designing Human-Centered Recommender Systems:
{A} Case Study Approach Intersecting Visual Arts and Healthcare},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1274--1276},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3687091},
doi = {10.1145/3640457.3687091},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Yilma24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YuZY24,
author = {Xiao Yu and
Jinzhong Zhang and
Zhou Yu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {ConFit: Improving Resume-Job Matching using Data Augmentation and
Contrastive Learning},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {601--611},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688108},
doi = {10.1145/3640457.3688108},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YuZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZakharovaAKBVSG24,
author = {Anastasiia Zakharova and
Dmitriy Alexandrov and
Maria Khodorchenko and
Nikolay Butakov and
Alexey Vasilev and
Maxim Savchenko and
Alexander Grigorievskiy},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Stalactite: toolbox for fast prototyping of vertical federated learning
systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1187--1190},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3691700},
doi = {10.1145/3640457.3691700},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZakharovaAKBVSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Zhang00GZZG0Y24,
author = {Sheng Zhang and
Maolin Wang and
Xiangyu Zhao and
Ruocheng Guo and
Yao Zhao and
Chenyi Zhuang and
Jinjie Gu and
Zijian Zhang and
Hongzhi Yin},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {591--600},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688117},
doi = {10.1145/3640457.3688117},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Zhang00GZZG0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangCW0SC24,
author = {Kaike Zhang and
Qi Cao and
Yunfan Wu and
Fei Sun and
Huawei Shen and
Xueqi Cheng},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Improving the Shortest Plank: Vulnerability-Aware Adversarial Training
for Robust Recommender System},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {680--689},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688120},
doi = {10.1145/3640457.3688120},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangCW0SC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangHLCZW24,
author = {Gaowei Zhang and
Yupeng Hou and
Hongyu Lu and
Yu Chen and
Wayne Xin Zhao and
Ji{-}Rong Wen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Scaling Law of Large Sequential Recommendation Models},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {444--453},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688129},
doi = {10.1145/3640457.3688129},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangHLCZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangLLBGZZHCBL24,
author = {Zhen Zhang and
Qingyun Liu and
Yuening Li and
Sourabh Bansod and
Mingyan Gao and
Yaping Zhang and
Zhe Zhao and
Lichan Hong and
Ed H. Chi and
Shuchao Bi and
Liang Liu},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Co-optimize Content Generation and Consumption in a Large Scale Video
Recommendation System},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {762--764},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688033},
doi = {10.1145/3640457.3688033},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangLLBGZZHCBL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangLWSMS024,
author = {Xiaoyu Zhang and
Yishan Li and
Jiayin Wang and
Bowen Sun and
Weizhi Ma and
Peijie Sun and
Min Zhang},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Large Language Models as Evaluators for Recommendation Explanations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {33--42},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688075},
doi = {10.1145/3640457.3688075},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangLWSMS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangSWCLAJLZPY24,
author = {Chiyu Zhang and
Yifei Sun and
Minghao Wu and
Jun Chen and
Jie Lei and
Muhammad Abdul{-}Mageed and
Rong Jin and
Angli Liu and
Ji Zhu and
Sem Park and
Ning Yao and
Bo Long},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {EmbSum: Leveraging the Summarization Capabilities of Large Language
Models for Content-Based Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1010--1015},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688185},
doi = {10.1145/3640457.3688185},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangSWCLAJLZPY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangXL0RL0KRR24,
author = {Xiaoyu Zhang and
Ruobing Xie and
Yougang Lyu and
Xin Xin and
Pengjie Ren and
Mingfei Liang and
Bo Zhang and
Zhanhui Kang and
Maarten de Rijke and
Zhaochun Ren},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Towards Empathetic Conversational Recommender Systems},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {84--93},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688133},
doi = {10.1145/3640457.3688133},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangXL0RL0KRR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhaoCHS024,
author = {Yuhan Zhao and
Rui Chen and
Qilong Han and
Hongtao Song and
Li Chen},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Unlocking the Hidden Treasures: Enhancing Recommendations with Unlabeled
Data},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {247--256},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688149},
doi = {10.1145/3640457.3688149},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhaoCHS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhaoS24,
author = {Siqian Zhao and
Sherry Sahebi},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Discerning Canonical User Representation for Cross-Domain Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {318--328},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688114},
doi = {10.1145/3640457.3688114},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhaoS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhuJLQD024,
author = {Jieming Zhu and
Mengqun Jin and
Qijiong Liu and
Zexuan Qiu and
Zhenhua Dong and
Xiu Li},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {CoST: Contrastive Quantization based Semantic Tokenization for Generative
Recommendation},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {969--974},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688178},
doi = {10.1145/3640457.3688178},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhuJLQD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2024,
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457},
doi = {10.1145/3640457},
isbn = {979-8-4007-0505-2},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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