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

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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

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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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Report on the 3rd workshop of knowledge-aware and conversational recommender systems (KARS/ComplexRec) at RecSys 2021
Vito Walter Anelli | Pierpaolo Basile | Toine Bogers | Tommaso Di Noia | Francesco Maria Donini | Bamshad Mobasher | Cataldo Musto | Fedelucio Narducci | Casper Petersen | Maria Soledad Pera | Markus Zanker
2021 Volume 55 Issue 2

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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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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

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Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021

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

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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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Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems, co-located with 28th ACM International Conference on Information and Knowledge Management, KaRS@CIKM 2019, Beijing, China, November 7, 2019

Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems, co-located with 28th ACM International Conference on Information and Knowledge Management, KaRS@CIKM 2019, Beijing, China, November 7, 2019

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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

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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2nd Workshop on Knowledge-aware and Conversational Recommender Systems - KaRS
Vito Walter Anelli | Tommaso Di Noia
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 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

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

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Proceedings of the 8th Italian Information Retrieval Workshop, Lugano, Switzerland, June 05-07, 2017

Proceedings of the 8th Italian Information Retrieval Workshop, Lugano, Switzerland, June 05-07, 2017

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Etytree: A Graphical and Interactive Etymology Dictionary based on Wiktionary
Ester Pantaleo | Vito Walter Anelli | Tommaso Di Noia | Gilles Sérasset
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 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

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Exploiting Linked Open Data in Cold-start Recommendations with Positive-only Feedback
Paolo Tomeo | Ignacio Fernández-Tobías | Tommaso Di Noia | Iván Cantador
Proceedings of the 4th Spanish Conference on Information Retrieval, Granada, Spain, June 14-16, 2016

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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From exploratory search to web search and back
Roberto Mirizzi | Tommaso Di Noia
Proceedings of the Third Ph.D. Workshop on Information and Knowledge Management, PIKM 2010, Toronto, Ontario, Canada, October 30, 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

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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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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