Tommaso Di Noia

2026

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A Reproducible and Fair Evaluation of Partition-Aware Collaborative Filtering.
Domenico de Gioia|Claudio Pomo|Ludovico Boratto|Tommaso Di Noia
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part III
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ACE: Semantically-Grounded Graph Alignment via Affective Contrastive Learning.
Potito Aghilar|Thiago Salles|Leonardo Rocha|Sabino Roccotelli|Vito Walter Anelli|Gisele L. Pappa|Alejandro Bellogín|Fernando Mourão|Michelantonio Trizio|Wagner Meira Jr.|Marcos André Gonçalves|Tommaso Di Noia
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
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Mind the Metric: Reproducibility and Fair Benchmarking of Spectral Graph Models for Collaborative Filtering.
Domenico de Gioia|Claudio Pomo|Ludovico Boratto|Tommaso Di Noia
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026

2025

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CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System.
Yashar Deldjoo|Tommaso Di Noia
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 6
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Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation.
Claudio Pomo|Matteo Attimonelli|Danilo Danese|Fedelucio Narducci|Tommaso Di Noia
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Enhancing Utility in Differentially Private Recommendation Data Release via Exponential Mechanism.
Antonio Ferrara|Angela Di Fazio|Alberto Carlo Maria Mancino|Tommaso Di Noia|Eugenio Di Sciascio
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III
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Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems.
Fatemeh Nazary|Yashar Deldjoo|Tommaso Di Noia
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part IV
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AirTOWN: A Privacy-Preserving Mobile App for Real-Time Pollution-Aware POI Suggestion.
Giuseppe Fasano|Yashar Deldjoo|Tommaso Di Noia
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V
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CoSRec: A Joint Conversational Search and Recommendation Dataset.
Marco Alessio|Zihan Lin|Xiaodan Wang|Simone Merlo|Marco Alessio|Zihan Lin|Cheng Chen|Tommaso Di Noia|Simone Merlo|Xiaodan Wang|Guglielmo Faggioli|Huan Ren|Yao Hu|Cheng Chen|Tommaso Di Noia|Marco Ferrante|Nicola Ferro|Guglielmo Faggioli|Huan Ren|Cristina Ioana Muntean|Yao Hu|Marco Ferrante|Franco Maria Nardini|Fedelucio Narducci|Raffaele Perego|Giuseppe Santucci|Nicola Viterbo
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems.
Alberto Carlo Maria Mancino|Salvatore Bufi|Angela Di Fazio|Antonio Ferrara|Daniele Malitesta|Claudio Pomo|Tommaso Di Noia
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M.
Dario Di Palma|Felice Antonio Merra|Maurizio Sfilio|Vito Walter Anelli|Fedelucio Narducci|Tommaso Di Noia
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI Suggestion.
Giuseppe Fasano|Yashar Deldjoo|Tommaso Di Noia|Bianca Lau|Sina Adham-Khiabani|Eric Morris|Xia Liu|Ganga Chinna Rao Devarapu|Liam O'Faolain
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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Do We Really Need to Drop Items with Missing Modalities in Multimodal Recommendation?
Daniele Malitesta|Jun Wang|Shi Zhou|Emanuele Rossi|Dell Zhang|Claudio Pomo|Tommaso Di Noia|Fragkiskos D. Malliaros
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Ducho 2.0: Towards a More Up-to-Date Unified Framework for the Extraction of Multimodal Features in Recommendation.
Matteo Attimonelli|Danilo Danese|Daniele Malitesta|Claudio Pomo|Giuseppe Gassi|Tommaso Di Noia
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation.
Vincenzo Paparella|Vito Walter Anelli|Franco Maria Nardini|Raffaele Perego|Tommaso Di Noia
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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Time-to-Event Interpretable Machine Learning for Multiple Sclerosis Worsening Prediction: Results from iDPP@CLEF 2023.
Angela Lombardi|Maria Luigia Natalia De Bonis|Giuseppe Fasano|Alessia Sportelli|Tommaso Colafiglio|Domenico Lofù|Paolo Sorino|Fedelucio Narducci|Eugenio Di Sciascio|Tommaso Di Noia
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 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
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Denoise to Protect: A Method to Robustify Visual Recommenders from Adversaries.
Felice Antonio Merra|Vito Walter Anelli|Tommaso Di Noia|Daniele Malitesta|Alberto Carlo Maria Mancino
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

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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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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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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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
SIGIR Forum 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
Information Processing and Management 2021 Volume 58 Issue 5
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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
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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

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
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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

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

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
ACM Transactions on Intelligent Systems and Technology (TIST) 2017 Volume 8 Issue 2
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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
ACM Transactions on Intelligent Systems and Technology (TIST) 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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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

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