2023

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A unifying and general account of fairness measurement in recommender systems
Enrique Amigó | Yashar Deldjoo | Stefano Mizzaro | Alejandro Bellogín
2023 Volume 60 Issue 1

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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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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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CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems
Mohammadmehdi Naghiaei | Hossein A. Rahmani | Yashar Deldjoo
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Music4All-Onion - A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset
Marta Moscati | Emilia Parada-Cabaleiro | Yashar Deldjoo | Eva Zangerle | Markus Schedl
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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IEEE13-AdvAttack A Novel Dataset for Benchmarking the Power of Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grid
Carmelo Ardito | Yashar Deldjoo | Tommaso Di Noia | Eugenio Di Sciascio | Fatemeh Nazary
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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Leveraging Content-Style Item Representation for Visual Recommendation
Yashar Deldjoo | Tommaso Di Noia | Daniele Malitesta | Felice Antonio Merra
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

2021

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Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019
Jens Adamczak | Yashar Deldjoo | Farshad Bakhshandegan Moghaddam | Peter Knees | Gerard Paul Leyson | Philipp Monreal
2021 Volume 12 Issue 1

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Explaining recommender systems fairness and accuracy through the lens of data characteristics
Yashar Deldjoo | Alejandro Bellogín | Tommaso Di Noia
2021 Volume 58 Issue 5

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A Regression Framework to Interpret the Robustness of Recommender Systems Against Shilling Attacks
Yashar Deldjoo | Tommaso Di Noia | Eugenio Di Sciascio | Felice Antonio Merra
Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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Towards Multi-Modal Conversational Information Seeking
Yashar Deldjoo | Johanne R. Trippas | Hamed Zamani
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images
Vito Walter Anelli | Yashar Deldjoo | Tommaso Di Noia | Daniele Malitesta | Felice Antonio Merra
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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A Formal Analysis of Recommendation Quality of Adversarially-trained Recommenders
Vito Walter Anelli | Yashar Deldjoo | Tommaso Di Noia | Felice Antonio Merra
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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FedeRank: User Controlled Feedback with Federated Recommender Systems
Vito Walter Anelli | Yashar Deldjoo | Tommaso Di Noia | Antonio Ferrara | Fedelucio Narducci
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

2020

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Adversarial Machine Learning in Recommender Systems (AML-RecSys)
Yashar Deldjoo | Tommaso Di Noia | Felice Antonio Merra
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models
Yashar Deldjoo | Tommaso Di Noia | Eugenio Di Sciascio | Felice Antonio Merra
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2018

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Current challenges and visions in music recommender systems research
Markus Schedl | Hamed Zamani | Ching-Wei Chen | Yashar Deldjoo | Mehdi Elahi
2018 Volume 7 Issue 2

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Using visual features based on MPEG-7 and deep learning for movie recommendation
Yashar Deldjoo | Mehdi Elahi | Massimo Quadrana | Paolo Cremonesi
2018 Volume 7 Issue 4

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Content-Based Multimedia Recommendation Systems: Definition and Application Domains
Yashar Deldjoo | Markus Schedl | Paolo Cremonesi | Gabriella Pasi
Proceedings of the 9th Italian Information Retrieval Workshop, Rome, Italy, May, 28-30, 2018

2017

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Letting Users Assist What to Watch: An Interactive Query-by-Example Movie Recommendation System
Yashar Deldjoo | Cristina Frà | Massimo Valla | Paolo Cremonesi
Proceedings of the 8th Italian Information Retrieval Workshop, Lugano, Switzerland, June 05-07, 2017