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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Addressing Privacy in Recommender Systems with Federated Learning
Vito Walter Anelli | Tommaso Di Noia | Eugenio Di Sciascio | Antonio Ferrara | Alberto Carlo Maria Mancino
Proceedings of the 12th Italian Information Retrieval Workshop 2022, Milan, Italy, June 29-30, 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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Interpretability of BERT Latent Space through Knowledge Graphs
Vito Walter Anelli | Giovanni Maria Biancofiore | Alessandro De Bellis | Tommaso Di Noia | Eugenio Di Sciascio
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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Sparse Embeddings for Recommender Systems with Knowledge Graphs
Vito Walter Anelli | Tommaso Di Noia | Eugenio Di Sciascio | Antonio Ferrara | Alberto Carlo Maria Mancino
Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 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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GUapp: Enhancing Job Recommendations with Knowledge Graphs
Giovanni Maria Biancofiore | Tommaso Di Noia | Eugenio Di Sciascio | Fedelucio Narducci | Paolo Pastore
Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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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

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

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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Local Popularity and Time in top-N Recommendation
Vito Walter Anelli | Tommaso Di Noia | Eugenio Di Sciascio | Azzurra Ragone | Joseph Trotta
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I

2018

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Moving from Item Rating to Features Relevance in Top-N Recommendation
Vito Walter Anelli | Tommaso Di Noia | Eugenio Di Sciascio | Pasquale Lops | Joseph Trotta
Proceedings of the 9th Italian Information Retrieval Workshop, Rome, Italy, May, 28-30, 2018

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Exploiting Knowledge Graphs for Auto-Encoding User Ratings in Recommender Systems
Vito Bellini | Tommaso Di Noia | Eugenio Di Sciascio | Angelo Schiavone
Proceedings of the 9th Italian Information Retrieval Workshop, Rome, Italy, May, 28-30, 2018

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A journey from the Physical Web to the Physical Semantic Web
Michele Ruta | Floriano Scioscia | Giuseppe Loseto | Filippo Gramegna | Saverio Ieva | Agnese Pinto | Eugenio Di Sciascio
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

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Sound and Music Recommendation with Knowledge Graphs
Sergio Oramas | Vito Claudio Ostuni | Tommaso Di Noia | Xavier Serra | Eugenio Di Sciascio
2017 Volume 8 Issue 2

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On the Role of Time and Sessions in Diversifying Recommendation Results
Vito Walter Anelli | Vito Bellini | Tommaso Di Noia | Wanda La Bruna | Paolo Tomeo | Eugenio Di Sciascio
Proceedings of the 8th Italian Information Retrieval Workshop, Lugano, Switzerland, June 05-07, 2017

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Schema-aware Feature Selection in Linked Data-based Recommender Systems
Corrado Magarelli | Azzurra Ragone | Paolo Tomeo | Tommaso Di Noia | Matteo Palmonari | Andrea Maurino | Eugenio Di Sciascio
Proceedings of the 8th Italian Information Retrieval Workshop, Lugano, Switzerland, June 05-07, 2017

2016

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SPrank: Semantic Path-Based Ranking for Top-N Recommendations Using Linked Open Data
Tommaso Di Noia | Vito Claudio Ostuni | Paolo Tomeo | Eugenio Di Sciascio
2016 Volume 8 Issue 1

2015

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Adaptive Diversity in Recommender Systems
Tommaso Di Noia | Vito Claudio Ostuni | Jessica Rosati | Paolo Tomeo | Eugenio Di Sciascio
Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

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An evaluation of SimRank and Personalized PageRank to build a recommender system for the Web of Data
Phuong T. Nguyen | Paolo Tomeo | Tommaso Di Noia | Eugenio Di Sciascio
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

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A Semantic Hybrid Approach for Sound Recommendation
Vito Claudio Ostuni | Tommaso Di Noia | Eugenio Di Sciascio | Sergio Oramas | Xavier Serra
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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Top-N Recommendations from Implicit Feedback Leveraging Linked Open Data
Vito Claudio Ostuni | Tommaso Di Noia | Roberto Mirizzi | Eugenio Di Sciascio
Proceedings of the 5th Italian Information Retrieval Workshop, Roma, Italy, January 20-21, 2014

2012

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Movie Recommendation with DBpedia
Roberto Mirizzi | Tommaso Di Noia | Azzurra Ragone | Vito Claudio Ostuni | Eugenio Di Sciascio
Proceedings of the 3rd Italian Information Retrieval Workshop, Bari, Italy, January 26-27, 2012

2010

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Semantic tags generation and retrieval for online advertising
Roberto Mirizzi | Azzurra Ragone | Tommaso Di Noia | Eugenio Di Sciascio
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2008

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Finding informative commonalities in concept collections
Simona Colucci | Eugenio Di Sciascio | Francesco M. Donini | Eufemia Tinelli
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2005

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Automated semantic web services orchestration via concept covering
Tommaso Di Noia | Eugenio Di Sciascio | Francesco M. Donini | Azzurra Ragone | Simona Colucci
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

2003

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Scalable Vector Graphics Indexing and Retrieval: A Knowledge Representation Approach
Eugenio Di Sciascio | Francesco M. Donini | Marina Mongiello
Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003

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A system for principled matchmaking in an electronic marketplace
Tommaso Di Noia | Eugenio Di Sciascio | Francesco M. Donini | Marina Mongiello
Proceedings of the Twelfth International World Wide Web Conference, WWW 2003, Budapest, Hungary, May 20-24, 2003

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