2022

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Replication of Recommender Systems with Impressions
Fernando Benjamín Pérez Maurera | Maurizio Ferrari Dacrema | Paolo Cremonesi
Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 2022

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Replication of Collaborative Filtering Generative Adversarial Networks on Recommender Systems
Fernando Benjamín Pérez Maurera | Maurizio Ferrari Dacrema | Paolo Cremonesi
Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 2022

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Feature Selection via Quantum Annealers for Ranking and Classification Tasks
Maurizio Ferrari Dacrema | Fabio Moroni | Riccardo Nembrini | Nicola Ferro | Guglielmo Faggioli | Paolo Cremonesi
Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 2022

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Evaluating Recommendations in a User Interface With Multiple Carousels
Maurizio Ferrari Dacrema | Nicolò Felicioni | Paolo Cremonesi
Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 2022

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Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 2022

Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 2022

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Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers
Maurizio Ferrari Dacrema | Fabio Moroni | Riccardo Nembrini | Nicola Ferro | Guglielmo Faggioli | Paolo Cremonesi
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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An Evaluation Study of Generative Adversarial Networks for Collaborative Filtering
Fernando Benjamín Pérez Maurera | Maurizio Ferrari Dacrema | Paolo Cremonesi
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I

2021

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A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research
Maurizio Ferrari Dacrema | Simone Boglio | Paolo Cremonesi | Dietmar Jannach
2021 Volume 39 Issue 2

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Measuring the Ranking Quality of Recommendations in a Two-Dimensional Carousel Setting
Nicolò Felicioni | Maurizio Ferrari Dacrema | Fernando Benjamín Pérez Maurera | Paolo Cremonesi
Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

2020

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ContentWise Impressions: An Industrial Dataset with Impressions Included
Fernando Benjamín Pérez Maurera | Maurizio Ferrari Dacrema | Lorenzo Saule | Mario Scriminaci | Paolo Cremonesi
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems
Maurizio Ferrari Dacrema | Federico Parroni | Paolo Cremonesi | Dietmar Jannach
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

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Tutorial: Sequence-Aware Recommender Systems
Massimo Quadrana | Dietmar Jannach | Paolo Cremonesi
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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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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A Virtual Teaching Assistant for Personalized Learning
Luca Benedetto | Paolo Cremonesi | Manuel Parenti
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, October 22, 2018

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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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Estimate Features Relevance for Groups of Users
Stefano Cereda | Leonardo Cella | Paolo Cremonesi
Proceedings of the 8th Italian Information Retrieval Workshop, Lugano, Switzerland, June 05-07, 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

2016

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Introduction to the Special Issue on Recommender System Benchmarking
Paolo Cremonesi | Alan Said | Domonkos Tikk | Michelle X. Zhou
2016 Volume 7 Issue 3

2014

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Recommending without short head
Paolo Cremonesi | Franca Garzotto | Roberto Pagano | Massimo Quadrana
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

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