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@inproceedings{DBLP:conf/um/0006R23,
  author       = {Swati Mishra and
                  Jeffrey M. Rzeszotarski},
  title        = {Human Expectations and Perceptions of Learning in Machine Teaching},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {13--24},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595612},
  doi          = {10.1145/3565472.3595612},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/0006R23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/AlipourMVK23,
  author       = {Mina Alipour and
                  Mahyar Tourchi Moghaddam and
                  Karthik Vaidhyanathan and
                  Mikkel Baun Kj{\ae}rgaard},
  title        = {Toward Changing Users behavior with Emotion-based Adaptive Systems},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {85--95},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595614},
  doi          = {10.1145/3565472.3595614},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/AlipourMVK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Alsayahani23,
  author       = {Hatim Alsayahani},
  title        = {Overcoming Customisation Challenges in Information Dashboards},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {285--289},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595646},
  doi          = {10.1145/3565472.3595646},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Alsayahani23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/AltoeP23,
  author       = {Filipe Altoe and
                  H. Sofia Pinto},
  title        = {Towards a Personalized Online Fake News Taxonomy},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {96--105},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592963},
  doi          = {10.1145/3565472.3592963},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/AltoeP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/AndreouAGP23,
  author       = {Panayiotis Andreou and
                  Christos Amyrotos and
                  Panagiotis Germanakos and
                  Irene Polycarpou},
  title        = {Human-centered Information Visualization Adaptation Engine},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {25--33},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592961},
  doi          = {10.1145/3565472.3592961},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/AndreouAGP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Banerjee23,
  author       = {Ashmi Banerjee},
  title        = {Fairness and Sustainability in Multistakeholder Tourism Recommender
                  Systems},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {274--279},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595607},
  doi          = {10.1145/3565472.3595607},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Banerjee23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/CaoGCSPRKMPD23,
  author       = {Jie Cao and
                  Ananya Ganesh and
                  Jon Z. Cai and
                  Rosy Southwell and
                  E. Margaret Perkoff and
                  Michael Regan and
                  Katharina Kann and
                  James H. Martin and
                  Martha Palmer and
                  Sidney D'Mello},
  title        = {A Comparative Analysis of Automatic Speech Recognition Errors in Small
                  Group Classroom Discourse},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {250--262},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595606},
  doi          = {10.1145/3565472.3595606},
  timestamp    = {Mon, 14 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/CaoGCSPRKMPD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/ChandramouliZO23,
  author       = {Suyog Chandramouli and
                  Yifan Zhu and
                  Antti Oulasvirta},
  title        = {Interactive Personalization of Classifiers for Explainability using
                  Multi-Objective Bayesian Optimization},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {34--45},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592956},
  doi          = {10.1145/3565472.3592956},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ChandramouliZO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/CostaMSP23,
  author       = {J{\'{u}}lio B. G. Costa and
                  Leandro Balby Marinho and
                  Rodrygo L. T. Santos and
                  Denis Parra},
  title        = {Evaluating Pre-training Strategies for Collaborative Filtering},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {175--182},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592949},
  doi          = {10.1145/3565472.3592949},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/CostaMSP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Cromjongh23,
  author       = {Robin Cromjongh},
  title        = {Adaptive Context-Aware Planning Support for Students with Autism},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {263--268},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595610},
  doi          = {10.1145/3565472.3595610},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Cromjongh23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/DetersV23,
  author       = {Ralph Deters and
                  Julita Vassileva},
  title        = {User Models as Digital Twins: Using Webassembly Techniques to ensure
                  Privacy, Transparency and Control in Personalization},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {313--314},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595613},
  doi          = {10.1145/3565472.3595613},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/DetersV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/DidiGLDRS23,
  author       = {Tamar Didi and
                  Ido Guy and
                  Amit Livne and
                  Arnon Dagan and
                  Lior Rokach and
                  Bracha Shapira},
  title        = {Promoting Tail Item Recommendations in E-Commerce},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {194--203},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592968},
  doi          = {10.1145/3565472.3592968},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/DidiGLDRS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Dinnissen023,
  author       = {Karlijn Dinnissen and
                  Christine Bauer},
  title        = {Amplifying Artists' Voices: Item Provider Perspectives on Influence
                  and Fairness of Music Streaming Platforms},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {238--249},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592960},
  doi          = {10.1145/3565472.3592960},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Dinnissen023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/FatahiMV23,
  author       = {Somayeh Fatahi and
                  Seyedeh Mina Mousavifar and
                  Julita Vassileva},
  title        = {Investigating the effectiveness of persuasive justification messages
                  in fair music recommender systems for users with different personality
                  traits},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {66--77},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592958},
  doi          = {10.1145/3565472.3592958},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/FatahiMV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Feely0LS23,
  author       = {Ciara Feely and
                  Brian Caulfield and
                  Aonghus Lawlor and
                  Barry Smyth},
  title        = {Modelling the Training Practices of Recreational Marathon Runners
                  to Make Personalised Training Recommendations},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {183--193},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592952},
  doi          = {10.1145/3565472.3592952},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Feely0LS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/GaliciKFM23,
  author       = {Roberta Galici and
                  Tanja K{\"{a}}ser and
                  Gianni Fenu and
                  Mirko Marras},
  title        = {How Close are Predictive Models to Teachers in Detecting Learners
                  at Risk?},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {135--145},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595620},
  doi          = {10.1145/3565472.3595620},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/GaliciKFM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Gao23,
  author       = {Ziwei Gao},
  title        = {Personalizing Time Loss Aversion to Reduce Social Media Use},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {78--84},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592951},
  doi          = {10.1145/3565472.3592951},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Gao23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/HuMPA23,
  author       = {Zhongli Filippo Hu and
                  Noemi Mauro and
                  Giovanna Petrone and
                  Liliana Ardissono},
  title        = {Service-based Presentation of Multimodal Information for the Justification
                  of Recommender Systems Results},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {46--53},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592962},
  doi          = {10.1145/3565472.3592962},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/HuMPA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/KobayashiIIKL23,
  author       = {Akihiro Kobayashi and
                  Yuichi Ishikawa and
                  Kazushi Ikeda and
                  Daisuke Kamisaka and
                  Roberto Legaspi},
  title        = {Composing Groups in Collaborative Learning by Pair Personality Differences},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {116--123},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592954},
  doi          = {10.1145/3565472.3592954},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KobayashiIIKL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/KrausWRM23,
  author       = {Matthias Kraus and
                  Nicolas Wagner and
                  Ron Riekenbrauck and
                  Wolfgang Minker},
  title        = {Improving Proactive Dialog Agents Using Socially-Aware Reinforcement
                  Learning},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {146--155},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595611},
  doi          = {10.1145/3565472.3595611},
  timestamp    = {Thu, 18 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KrausWRM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/KrishnaA23,
  author       = {Vaibhav Krishna and
                  Nino Antulov{-}Fantulin},
  title        = {Temporal-Weighted Bipartite Graph Model for Sparse Expert Recommendation
                  in Community Question Answering},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {156--163},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592957},
  doi          = {10.1145/3565472.3592957},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/KrishnaA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/LopsMP23,
  author       = {Pasquale Lops and
                  Cataldo Musto and
                  Marco Polignano},
  title        = {Accountable Knowledge-aware Recommender Systems},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {306--308},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595605},
  doi          = {10.1145/3565472.3595605},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/LopsMP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Massimo023,
  author       = {David Massimo and
                  Francesco Ricci},
  title        = {Combining Reinforcement Learning and Spatial Proximity Exploration
                  for New User and New {POI} Recommendations},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {164--174},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592966},
  doi          = {10.1145/3565472.3592966},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Massimo023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Merinov23,
  author       = {Pavel Merinov},
  title        = {Sustainability-oriented Recommender Systems},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {296--300},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595617},
  doi          = {10.1145/3565472.3595617},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Merinov23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Nolte23,
  author       = {Amelie Nolte},
  title        = {How To Model Users Through Their Abilities: {A} Methodological Perspective
                  On Ability-Based Design},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {280--284},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595608},
  doi          = {10.1145/3565472.3595608},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Nolte23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/PriharSH23,
  author       = {Ethan Prihar and
                  Adam Sales and
                  Neil T. Heffernan},
  title        = {A Bandit You Can Trust},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {106--115},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592955},
  doi          = {10.1145/3565472.3592955},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PriharSH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/PurificatoBL23,
  author       = {Erasmo Purificato and
                  Ludovico Boratto and
                  Ernesto William De Luca},
  title        = {Tutorial on User Profiling with Graph Neural Networks and Related
                  Beyond-Accuracy Perspectives},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {309--312},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595616},
  doi          = {10.1145/3565472.3595616},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PurificatoBL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/RuanND23,
  author       = {Qin Ruan and
                  Brian Mac Namee and
                  Ruihai Dong},
  title        = {The Influence of Media Bias on News Recommender Systems},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {301--305},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595619},
  doi          = {10.1145/3565472.3595619},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/RuanND23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/SalimzadehHG23,
  author       = {Sara Salimzadeh and
                  Gaole He and
                  Ujwal Gadiraju},
  title        = {A Missing Piece in the Puzzle: Considering the Role of Task Complexity
                  in Human-AI Decision Making},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {215--227},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592959},
  doi          = {10.1145/3565472.3592959},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/SalimzadehHG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Spillo23,
  author       = {Giuseppe Spillo},
  title        = {Combining Heterogeneous Embeddings for Knowledge-Aware Recommendation
                  Models},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {269--273},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595615},
  doi          = {10.1145/3565472.3595615},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Spillo23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/SpilloMPLGS23,
  author       = {Giuseppe Spillo and
                  Cataldo Musto and
                  Marco Polignano and
                  Pasquale Lops and
                  Marco de Gemmis and
                  Giovanni Semeraro},
  title        = {Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware
                  Recommendations},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {1--12},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592965},
  doi          = {10.1145/3565472.3592965},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/SpilloMPLGS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/TranFLCM23,
  author       = {Thi Ngoc Trang Tran and
                  Alexander Felfernig and
                  Viet Man Le and
                  Thi Minh Ngoc Chau and
                  Thu Giang Mai},
  title        = {User Needs for Explanations of Recommendations: In-depth Analyses
                  of the Role of Item Domain and Personal Characteristics},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {54--65},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592950},
  doi          = {10.1145/3565472.3592950},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/TranFLCM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/Vancura23,
  author       = {Vojtech Vancura},
  title        = {Scalable and Explainable Linear Shallow Autoencoders for Collaborative
                  Filtering from Industrial Perspective},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {290--295},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3595630},
  doi          = {10.1145/3565472.3595630},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/Vancura23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/VillaSCMLGS23,
  author       = {Aleix Ruiz de Villa and
                  Gabriele Sottocornola and
                  Ludovik Coba and
                  Giovanni Maffei and
                  Federico Lucchesi and
                  Jo{\~{a}}o Guerreiro and
                  Bartlomiej Skorulski},
  title        = {Leveraging Causal Inference to Measure the Impact of a Mental Health
                  App on Users' Well-being},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {228--237},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592967},
  doi          = {10.1145/3565472.3592967},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/VillaSCMLGS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/YilmaL23,
  author       = {Bereket Abera Yilma and
                  Luis A. Leiva},
  title        = {Together Yet Apart: Multimodal Representation Learning for Personalised
                  Visual Art Recommendation},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {204--214},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592964},
  doi          = {10.1145/3565472.3592964},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/YilmaL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/um/ZhaoSF23,
  author       = {Siqian Zhao and
                  Shaghayegh Sahebi and
                  Reza Feyzi{-}Behnagh},
  title        = {Curb Your Procrastination: {A} Study of Academic Procrastination Behaviors
                  vs. {A} Planning and Time Management App},
  booktitle    = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  pages        = {124--134},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472.3592953},
  doi          = {10.1145/3565472.3592953},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ZhaoSF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/um/2023,
  title        = {Proceedings of the 31st {ACM} Conference on User Modeling, Adaptation
                  and Personalization, {UMAP} 2023, Limassol, Cyprus, June 26-29, 2023},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3565472},
  doi          = {10.1145/3565472},
  isbn         = {978-1-4503-9932-6},
  timestamp    = {Tue, 20 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/2023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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