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ORCIDKaRS@RecSys 2024: Bari, Italy
- Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Proceedings of the Sixth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 18th, 2024. CEUR Workshop Proceedings 3817, CEUR-WS.org 2024 - Preface. 1-10
Session 1: Content-based and Knowledge-aware RSs
- Daan Di Scala, Xu Wang, Christopher Brewster:
The Effect of Semantic Knowledge Graph Richness on Embedding Based Recommender Systems. 11-20 - Felice Antonio Merra, Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio:
Empowering Shilling Attacks with Katz and Exclusivity-based Relatedness. 21-42 - Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel:
Using Semantic-based Adaptive Relevance Prediction to Enhance Entity Recommendation for Personal Knowledge Assistance. 43-55
Session 2: LLMs for Recommendation
- Ahmadou Wagne, Julia Neidhardt:
Can We Integrate Items Into Models? Knowledge Editing To Align LLMs With Product Catalogs. 56-65
Keynote
- Nicola Ferro:
The Dagstuhl CAFE Framework for the Evaluation of Conversational Agents. KaRS@RecSys 2024
Session 3: Conversational RSs
- Albin Zehe, Elisabeth Fischer, Jonas Kaiser, Toni Wagner, Andreas Hotho:
Adapting Sequential Recommender Models to Content Recommendation in Chat Data using Non-Item Page-Models. 66-84 - Woo-Seok Kim, Wooseung Kang, Hye-Jin Jeong, Suwon Lee, Chie Hoon Song, Sang-Min Choi:
Conversational Recommender Systems based on Extracting Implicit Preferences with Large Language Models. 85-93 - Berardina De Carolis, Davide Di Pierro, Stefano Ferilli, Davide Lofrese, Corrado Loglisci, Giuseppe Palestra:
A Social Robot as a Meal-Time Companion for Elderly People. 94-102
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