Skip to content

Cataldo Musto

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

37

Venues

6

Active years

2009–2025

Best venue rank

A*

Where they publish

Papers

37 indexed papers, newest first.

YearVenueTitleAuthors
2025RecSysDistillRecDial: A Knowledge-Distilled Dataset Capturing User Diversity in Conversational Recommendation.Alessandro Francesco Maria Martina, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025RecSysSee the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm-2K, and DBbook with Multimodal Data.Giuseppe Spillo, Elio Musacchio, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024ECIRFirst International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024).Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
2024RecSysSixth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS).Vito Walter Anelli, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2024RecSysReproducibility of LLM-based Recommender Systems: the Case Study of P5 Paradigm.Pasquale Lops, Antonio Silletti, Marco Polignano, Cataldo Musto, Giovanni Semeraro
2024RecSysRecommending Healthy and Sustainable Meals exploiting Food Retrieval and Large Language Models.Alessandro Petruzzelli, Cataldo Musto, Michele Ciro Di Carlo, Giovanni Tempesta, Giovanni Semeraro
2024RecSysInstructing and Prompting Large Language Models for Explainable Cross-domain Recommendations.Alessandro Petruzzelli, Cataldo Musto, Lucrezia Laraspata, Ivan Rinaldi, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024RecSysTowards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Algorithm Performances.Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2023RecSysFifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS).Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2023RecSysReproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures.Pasquale Lops, Elio Musacchio, Cataldo Musto, Marco Polignano, Antonio Silletti, Giovanni Semeraro
2023RecSysTowards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint.Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2022IUIFirst Workshop on Adaptive and Personalized Explainable User Interfaces (APEx-UI 2022).Erasmo Purificato, Cataldo Musto, Pasquale Lops, Ernesto William De Luca
2022RecSysFourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS).Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2022RecSysFinRec: The 3rd International Workshop on Personalization & Recommender Systems in Financial Services.Toine Bogers, Cataldo Musto, David (Xuejun) Wang, Alexander Felfernig, Simone Borg Bruun, Giovanni Semeraro, Yong Zheng
2022RecSysKnowledge-aware Recommendations Based on Neuro-Symbolic Graph Embeddings and First-Order Logical Rules.Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2021RecSysThird Knowledge-aware and Conversational Recommender Systems Workshop (KaRS).Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco M. Donini, Cataldo Musto, Fedelucio Narducci, Markus Zanker
2021RecSysTogether is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations.Marco Polignano, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2020RecSysExploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems.Cataldo Musto, Giuseppe Spillo, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2019RecSysCombining text summarization and aspect-based sentiment analysis of users' reviews to justify recommendations.Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2018RecSysKnowledge-aware and conversational recommender systems.Vito Walter Anelli, Pierpaolo Basile, Derek G. Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Markus Zanker
2018WWWSemantics-aware Recommender Systems Exploiting Linked Open Data and Graph-based Features.Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2017ECIRRecommending Doctors and Health Facilities in the HealthNet Social Network.Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2017RecSysA Multi-criteria Recommender System Exploiting Aspect-based Sentiment Analysis of Users' Reviews.Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops
2016ECIRLearning Word Embeddings from Wikipedia for Content-Based Recommender Systems.Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2016RecSysThird Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2016).Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro
2016RecSysExpLOD: A Framework for Explaining Recommendations based on the Linked Open Data Cloud.Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2015RecSysAutomatic Selection of Linked Open Data Features in Graph-based Recommender Systems.Cataldo Musto, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Simone Rutigliano
2015RecSysWord Embedding Techniques for Content-based Recommender Systems: An Empirical Evaluation.Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2015WWWDeveloping Smart Cities Services through Semantic Analysis of Social Streams.Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2015WWWA Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network.Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2014RecSysLinked Open Data-enabled Strategies for Top-N Recommendations.Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2014RecSysFinancial Product Recommendation through Case-based Reasoning and Diversification Techniques.Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas
2011RecSysLeveraging the linkedin social network data for extracting content-based user profiles.Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Fedelucio Narducci, Cataldo Musto
2010AIMSACross-Language Personalization through a Semantic Content-Based Recommender System.Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro
2010RecSysMARS: a MultilAnguage Recommender System.Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro
2010RecSysEnhanced vector space models for content-based recommender systems.Cataldo Musto
2009ISDAContent-Based Filtering with Tags: The FIRSt System.Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Paolo Gissi, Cataldo Musto, Fedelucio Narducci