2023

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Auditing Consumer- and Producer-Fairness in Graph Collaborative Filtering
Vito Walter Anelli | Yashar Deldjoo | Tommaso Di Noia | Daniele Malitesta | Vincenzo Paparella | Claudio Pomo
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part I

2022

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Towards a theoretical formalization of conversational recommendation
Tommaso Di Noia | Francesco Maria Donini | Dietmar Jannach | Fedelucio Narducci | Claudio Pomo
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, USA, October 17-21, 2022

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Reshaping Graph Recommendation with Edge Graph Collaborative Filtering and Customer Reviews
Vito Walter Anelli | Yashar Deldjoo | Tommaso Di Noia | Eugenio Di Sciascio | Antonio Ferrara | Daniele Malitesta | Claudio Pomo
Proceedings of the Workshop on Deep Learning for Search and Recommendation (DL4SR 2022) co-located with the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, Georgia, USA, October 17-21, 2022

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An Analysis of Local Explanation with LIME-RS
Vito Walter Anelli | Alejandro Bellogín | Tommaso Di Noia | Francesco Maria Donini | Vincenzo Paparella | Claudio Pomo
Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 2022

2021

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How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation
Vito Walter Anelli | Alejandro Bellogín | Antonio Ferrara | Daniele Malitesta | Felice Antonio Merra | Claudio Pomo | Francesco Maria Donini | Eugenio Di Sciascio | Tommaso Di Noia
Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Vito Walter Anelli | Alejandro Bellogín | Antonio Ferrara | Daniele Malitesta | Felice Antonio Merra | Claudio Pomo | Francesco Maria Donini | Tommaso Di Noia
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2019

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Semantic interpretability of latent factors for recommendation
Vito Walter Anelli | Tommaso Di Noia | Eugenio Di Sciascio | Azzurra Ragone | Claudio Pomo
Proceedings of the 10th Italian Information Retrieval Workshop, Padova, Italy, September 16-18, 2019

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