Cataldo Musto - RankMe

171 papers A 41C 1Misc 1Journal 36Unranked 74

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Balancing carbon footprint and algorithm performance in recommender systems: A comprehensive benchmark. Sustain. Comput. Informatics Syst. Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2026	J	`jnl`	Binge Watch: Reproducible Multimodal Benchmarks Datasets for Large-Scale Movie Recommendation on MovieLens-10M and 20M. CoRR Giuseppe Spillo, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2026	J	`jnl`	Eco-Amazon: Enriching E-commerce Datasets with Product Carbon Footprint for Sustainable Recommendations. CoRR Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2026	J	`jnl`	Recommender systems and sustainability: a dual perspective. Comput. Sci. Rev. Allegra De Filippo, Giuseppe Spillo, Ludovico Boratto, Michela Milano, Cataldo Musto, Giovanni Semeraro
2025	—	`conf`	7th Workshop on Explainable User Models and Personalised Systems (ExUM 2025). UMAP (Adjunct Publication) Cataldo Musto, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler
2025	—	`ed.`	Advances on Graph-Based Approaches in Information Retrieval - First International Workshop, IRonGraphs 2024, Glasgow, UK, March 24, 2024, Proceedings IRonGraphs Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
2025	—	`conf`	Beyond Homogeneous Users: Simulating Diverse User Personas for Conversational Recommendation Datasets. IIR Alessandro Francesco Maria Martina, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025	J	`jnl`	Comparing data reduction strategies for energy-efficient green recommender systems. J. Intell. Inf. Syst. Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2025	A	`conf`	DistillRecDial: A Knowledge-Distilled Dataset Capturing User Diversity in Conversational Recommendation. RecSys Alessandro Francesco Maria Martina, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025	—	`conf`	E-Mealio: An LLM-Powered Conversational Agent for Sustainable and Healthy Food Recommendation. RecSoGood@RecSys Antonio Raffaele Iacovazzi, Lorenzo Blanco, Giuseppe Spillo, Cataldo Musto
2025	A	`conf`	Empowering Recommender Systems based on Large Language Models through Knowledge Injection Techniques. UMAP Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops
2025	—	`conf`	Estimating Product Carbon Footprint via Large Language Models for Sustainable Recommender Systems. RecSoGood@RecSys Alessandro Vicenti, Cataldo Musto, Giuseppe Spillo, Allegra De Filippo, Michela Milano, Giovanni Semeraro
2025	A	`conf`	GAL-KARS: Exploiting LLMs for Graph Augmentation in Knowledge-Aware Recommender Systems. UMAP Giuseppe Spillo, Cataldo Musto, Matteo Mannavola, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025	—	`conf`	Graph Augmentation with LLMs for Knowledge-Aware Recommender Systems. IIR Giuseppe Spillo, Cataldo Musto, Matteo Mannavola, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025	—	`conf`	Knowledge is Power: Boosting Recommender Systems by Infusing LLMs with Domain Expertise. IIR Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025	—	`conf`	PHaSE Project - Promoting Healthy and Sustainable Eating through Interactive and Explainable AI Methods. UMAP (Adjunct Publication) Cataldo Musto, Amon Rapp, Ludovico Boratto
2025	A	`conf`	See the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm-2K, and DBbook with Multimodal Data. RecSys Giuseppe Spillo, Elio Musacchio, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024	J	`jnl`	"Tell Me Why": using natural language justifications in a recipe recommender system to support healthier food choices. User Model. User Adapt. Interact. Alain D. Starke, Cataldo Musto, Amon Rapp, Giovanni Semeraro, Christoph Trattner
2024	A	`conf`	Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks. UMAP Giuseppe Spillo, Francesco Bottalico, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024	—	`conf`	ExUM 2024 - 6th Workshop on Explainable User Modeling and Personalised Systems. UMAP (Adjunct Publication) Marco Polignano, Cataldo Musto, Amra Delic, Oana Inel, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler
2024	—	`conf`	First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024). ECIR (5) Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
2024	J	`jnl`	Harnessing distributional semantics to build context-aware justifications for recommender systems. User Model. User Adapt. Interact. Cataldo Musto, Giuseppe Spillo, Giovanni Semeraro
2024	—	`conf`	HeASe: An AI-powered Framework to Promote Healthy and Sustainable Eating. STAI@IJCAI Alessandro Petruzzelli, Cataldo Musto, Michele Ciro Di Carlo, Giovanni Tempesta, Giovanni Semeraro
2024	A	`conf`	Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings. UMAP Alessandro Petruzzelli, Alessandro Francesco Maria Martina, Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024	A	`conf`	Instructing and Prompting Large Language Models for Explainable Cross-domain Recommendations. RecSys Alessandro Petruzzelli, Cataldo Musto, Lucrezia Laraspata, Ivan Rinaldi, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024	—	`conf`	Keynote: Healthy and Sustainable Food Recommendations Exploiting Natural Language Processing and Large Language Models. HealthRecSys@RecSys Cataldo Musto
2024	—	`ed.`	Proceedings of the 5th Italian Workshop on Explainable Artificial Intelligence, co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence, Bolzano, Italy, November 26-27, 2024. XAI.it@AI*IA Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu
2024	—	`ed.`	Proceedings of the Sixth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 18th, 2024. KaRS@RecSys Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2024	—	`conf`	RecSys CarbonAtor: Predicting Carbon Footprint of Recommendation System Models. RecSoGood@RecSys Giuseppe Spillo, Alberto Gaetano Valerio, Felice Franchini, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2024	J	`jnl`	Recommender systems based on neuro-symbolic knowledge graph embeddings encoding first-order logic rules. User Model. User Adapt. Interact. Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024	A	`conf`	Recommending Healthy and Sustainable Meals exploiting Food Retrieval and Large Language Models. RecSys Alessandro Petruzzelli, Cataldo Musto, Michele Ciro Di Carlo, Giovanni Tempesta, Giovanni Semeraro
2024	J	`jnl`	Report on the 1st International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) at ECIR 2024. SIGIR Forum Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
2024	A	`conf`	Reproducibility of LLM-based Recommender Systems: the Case Study of P5 Paradigm. RecSys Pasquale Lops, Antonio Silletti, Marco Polignano, Cataldo Musto, Giovanni Semeraro
2024	A	`conf`	Sixth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2024	J	`jnl`	Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain. J. Intell. Inf. Syst. Cataldo Musto, Alessandro Francesco Maria Martina, Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
2024	A	`conf`	Towards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Algorithm Performances. RecSys Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2024	—	`conf`	XAI.it 2024: An Overview on the Future of AI in the Era of Large Language Models. XAI.it@AI*IA Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu
2023	—	`conf`	5th Workshop on Explainable User Models and Personalised Systems (ExUM). UMAP (Adjunct Publication) Cataldo Musto, Amra Delic, Oana Inel, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler
2023	A	`conf`	Accountable Knowledge-aware Recommender Systems. UMAP Pasquale Lops, Cataldo Musto, Marco Polignano
2023	J	`jnl`	ClayRS: An end-to-end framework for reproducible knowledge-aware recommender systems. Inf. Syst. Pasquale Lops, Marco Polignano, Cataldo Musto, Antonio Silletti, Giovanni Semeraro
2023	A	`conf`	Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations. UMAP Giuseppe Spillo, Cataldo Musto, Marco Polignano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2023	A	`conf`	Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2023	—	`conf`	Human Understanding Capabilities of Symbiotic AI systems in FAIR (Future Artificial Intelligence Research). Ital-IA Pierluigi Amodio, Lucia Siciliani, Linda Antonella Antonucci, Cristiano Tamborrino, Pierpaolo Basile, Paolo Taurisano, Marco de Gemmis, Felice Iavernaro, Pasquale Lops, Francesca Mazzia, Cataldo Musto, Marco Polignano, Giovanni Semeraro
2023	—	`ed.`	Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence(AIxIA 2023), Roma, Italy, November 8, 2023. XAI.it@AI*IA Cataldo Musto, Riccardo Guidotti, Anna Monreale, Erasmo Purificato, Giovanni Semeraro
2023	—	`ed.`	Proceedings of the Fifth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, September 19th, 2023. KaRS@RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2023	A	`conf`	Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures. RecSys Pasquale Lops, Elio Musacchio, Cataldo Musto, Marco Polignano, Antonio Silletti, Giovanni Semeraro
2023	A	`conf`	Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint. RecSys Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2023	J	`jnl`	Virtual Customer Assistants in finance: From state of the art and practices to design guidelines. Comput. Sci. Rev. Andrea Iovine, Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro
2022	—	`conf`	A Virtual Assistant for the Movie Domain Exploiting Natural Language Preference Elicitation Strategies. UMAP (Adjunct Publication) Alessandro Francesco Maria Martina, Cataldo Musto, Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro
2022	—	`conf`	Exploiting Neuro-Symbolic Graph Embeddings based on First-Order Logical Rules for Knowledge-aware Recommendations. DP@AI*IA Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2022	A	`conf`	FinRec: The 3rd International Workshop on Personalization & Recommender Systems in Financial Services. RecSys Toine Bogers, Cataldo Musto, David (Xuejun) Wang, Alexander Felfernig, Simone Borg Bruun, Giovanni Semeraro, Yong Zheng
2022	—	`conf`	First Workshop on Adaptive and Personalized Explainable User Interfaces (APEx-UI 2022). IUI Companion Erasmo Purificato, Cataldo Musto, Pasquale Lops, Ernesto William De Luca
2022	A	`conf`	Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2022	A	`conf`	Knowledge-aware Recommendations Based on Neuro-Symbolic Graph Embeddings and First-Order Logical Rules. RecSys Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2022	—	`conf`	Lexicon Enriched Hybrid Hate Speech Detection with Human-Centered Explanations. UMAP (Adjunct Publication) Marco Polignano, Giuseppe Colavito, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro
2022	—	`conf`	Narrative Recommendations based on Natural Language Preference Elicitation for a Virtual Assistant for the Movie Domain. DP@AI*IA Alessandro Francesco Maria Martina, Cataldo Musto, Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro
2022	—	`ed.`	Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28 - December 3, 2022. XAI.it@AI*IA Cataldo Musto, Riccardo Guidotti, Anna Monreale, Giovanni Semeraro
2022	—	`ed.`	Proceedings of the Fourth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Seattle, WA, USA, September 22nd, 2022. KaRS@RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2022	—	`ch.`	Semantics and Content-Based Recommendations. Recommender Systems Handbook Cataldo Musto, Marco de Gemmis, Pasquale Lops, Fedelucio Narducci, Giovanni Semeraro
2022	A	`conf`	Semantics-aware Content Representations for Reproducible Recommender Systems (SCoRe). UMAP Pasquale Lops, Cataldo Musto, Marco Polignano
2022	J	`jnl`	The URW-KG: a Resource for Tackling the Underrepresentation of non-Western Writers. CoRR Marco Antonio Stranisci, Giuseppe Spillo, Cataldo Musto, Viviana Patti, Rossana Damiano
2022	—	`conf`	Workshop on Explainable User Models and Personalised Systems (ExUM). UMAP (Adjunct Publication) Cataldo Musto, Amra Delic, Oana Inel, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler
2021	J	`jnl`	Context-aware graph-based recommendations exploiting Personalized PageRank. Knowl. Based Syst. Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2021	A	`conf`	Exploring the Effects of Natural Language Justifications in Food Recommender Systems. UMAP Cataldo Musto, Alain D. Starke, Christoph Trattner, Amon Rapp, Giovanni Semeraro
2021	—	`conf`	Fairness and Popularity Bias in Recommender Systems: an Empirical Evaluation. DP@AI*IA Cataldo Musto, Pasquale Lops, Giovanni Semeraro
2021	J	`jnl`	Generating post hoc review-based natural language justifications for recommender systems. User Model. User Adapt. Interact. Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2021	—	`ed.`	Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), Virtual Event, Amsterdam, The Netherlands, September 25, 2021. KaRS/ComplexRec@RecSys Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco Maria Donini, Cataldo Musto, Fedelucio Narducci, Markus Zanker, Himan Abdollahpouri, Toine Bogers, Bamshad Mobasher, Casper Petersen, Maria Soledad Pera
2021	J	`jnl`	MyrrorBot: A Digital Assistant Based on Holistic User Models for Personalized Access to Online Services. ACM Trans. Inf. Syst. Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2021	J	`jnl`	Report on the 3rd workshop of knowledge-aware and conversational recommender systems (KARS/ComplexRec) at RecSys 2021. SIGIR Forum 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	A	`conf`	Third Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco M. Donini, Cataldo Musto, Fedelucio Narducci, Markus Zanker
2021	A	`conf`	Together is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations. RecSys Marco Polignano, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2021	—	`conf`	Towards a New generation of Personalized Intelligent Conversational Agents. UMAP (Adjunct Publication) Iris Hendrickx, Federica Cena, Erkan Basar, Luigi Di Caro, Florian Kunneman, Elena Musi, Cataldo Musto, Amon Rapp, Jelte van Waterschoot
2021	—	`conf`	Workshop on Explainable User Models and Personalized Systems (ExUM 2021). UMAP (Adjunct Publication) Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler
2020	—	`conf`	Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems. CLiC-it Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2020	—	`conf`	Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems. IntRS@RecSys Cataldo Musto, Giuseppe Spillo, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2020	J	`jnl`	Generating Recommendations From Multiple Data Sources: A Methodological Framework for System Design and Its Application. IEEE Access Federica Cena, Amon Rapp, Cataldo Musto, Giovanni Semeraro
2020	J	`jnl`	HealthAssistantBot: A Personal Health Assistant for the Italian Language. IEEE Access Marco Polignano, Fedelucio Narducci, Andrea Iovine, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro
2020	J	`jnl`	Mapping Twitter hate speech towards social and sexual minorities: a lexicon-based approach to semantic content analysis. Behav. Inf. Technol. Vittorio Lingiardi, Nicola Carone, Giovanni Semeraro, Cataldo Musto, Marilisa D'amico, Silvia Brena
2020	J	`jnl`	Myrror: a platform for holistic user modeling. User Model. User Adapt. Interact. Cataldo Musto, Marco Polignano, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2020	—	`ed.`	Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, XAI.it@AIxIA 2020, Online Event, November 25-26, 2020. XAI.it@AI*IA Cataldo Musto, Daniele Magazzeni, Salvatore Ruggieri, Giovanni Semeraro
2020	—	`conf`	Towards Queryable User Profiles: Introducing Conversational Agents in a Platform for Holistic User Modeling. UMAP (Adjunct Publication) Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2020	A	`conf`	Towards a Knowledge-aware Food Recommender System Exploiting Holistic User Models. UMAP Cataldo Musto, Christoph Trattner, Alain Starke, Giovanni Semeraro
2020	—	`conf`	Towards a Social Robot as Interface for Tourism Recommendations. cAESAR Berardina Nadja De Carolis, Pasquale Lops, Cataldo Musto, Giovanni Semeraro
2020	—	`conf`	UMAP 2020 Workshop on Explainable User Models and Personalised Systems (ExUM) Chairs' Welcome & Organization. UMAP (Adjunct Publication) Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler
2020	A	`conf`	Workshop on Explainable User Models and Personalized Systems (ExUM 2020). UMAP Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler
2019	A	`conf`	Combining text summarization and aspect-based sentiment analysis of users' reviews to justify recommendations. RecSys Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2019	—	`conf`	Computational Linguistics Against Hate: Hate Speech Detection and Visualization on Social Media in the "Contro L'Odio" Project. CLiC-it Arthur T. E. Capozzi, Mirko Lai, Valerio Basile, Cataldo Musto, Marco Polignano, Fabio Poletto, Manuela Sanguinetti, Cristina Bosco, Viviana Patti, Giancarlo Ruffo, Giovanni Semeraro, Marco Stranisci
2019	—	`conf`	Embedding Knowledge Graphs for Semantics-aware Recommendations based on DBpedia. UMAP (Adjunct Publication) Cataldo Musto, Pierpaolo Basile, Giovanni Semeraro
2019	—	`conf`	HateChecker: a Tool to Automatically Detect Hater Users in Online Social Networks. CLiC-it Cataldo Musto, Angelo Sansonetti, Marco Polignano, Giovanni Semeraro, Marco Stranisci
2019	—	`conf`	Hybrid Semantics-Aware Recommendations Exploiting Knowledge Graph Embeddings. AI*IA Cataldo Musto, Pierpaolo Basile, Giovanni Semeraro
2019	A	`conf`	Justifying Recommendations through Aspect-based Sentiment Analysis of Users Reviews. UMAP Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2019	J	`jnl`	Linked open data-based explanations for transparent recommender systems. Int. J. Hum. Comput. Stud. Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2019	—	`conf`	Natural Language Justifications for Recommender Systems Exploiting Text Summarization and Sentiment Analysis. DDC@AI*IA Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2019	—	`ed.`	Proceedings of the Workshop on Knowledge-aware and Conversational Recommender Systems 2018 co-located with 12th ACM Conference on Recommender Systems, KaRS@RecSys 2018, Vancouver, Canada, October 7, 2018. KaRS@RecSys Vito Walter Anelli, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Markus Zanker, Pierpaolo Basile, Derek G. Bridge, Fedelucio Narducci
2019	—	`book`	Semantics in Adaptive and Personalised Systems - Methods, Tools and Applications Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro
2019	J	`jnl`	Trends in content-based recommendation - Preface to the special issue on Recommender systems based on rich item descriptions. User Model. User Adapt. Interact. Pasquale Lops, Dietmar Jannach, Cataldo Musto, Toine Bogers, Marijn Koolen
2019	—	`conf`	UMAP 2019 Workshop on Explainable and Holistic User Modeling (ExHUM) Chairs' Welcome & Organization. UMAP (Adjunct Publication) Cataldo Musto, Amon Rapp, Federica Cena, Frank Hopfgartner, Judy Kay, Aonghus Lawlor, Pasquale Lops, Giovanni Semeraro, Nava Tintarev
2018	—	`conf`	A Framework for Holistic User Modeling Merging Heterogeneous Digital Footprints. UMAP (Adjunct Publication) Cataldo Musto, Giovanni Semeraro, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops
2018	—	`conf`	Deep Content-based Recommender Systems Exploiting Recurrent Neural Networks and Linked Open Data. UMAP (Adjunct Publication) Cataldo Musto, Tiziano Franza, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2018	A	`conf`	Knowledge-aware and conversational recommender systems. RecSys Vito Walter Anelli, Pierpaolo Basile, Derek G. Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Markus Zanker
2018	—	`conf`	Myrror: a Platform for Quantified Self and Holistic User Modeling. UMAP (Adjunct Publication) Cataldo Musto, Giovanni Semeraro, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops
2018	—	`ch.`	Recommendations Biases and Beyond-Accuracy Objectives in Collaborative Filtering. Collaborative Recommendations Pasquale Lops, Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Marco Polignano, Giovanni Semeraro
2018	—	`conf`	Semantics-aware Recommender Systems Exploiting Linked Open Data and Graph-based Features. WWW (Companion Volume) Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2018	J	`jnl`	TV-Program Retrieval and Classification: A Comparison of Approaches based on Machine Learning. Inf. Syst. Frontiers Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2018	—	`conf`	Towards a Conceptual Model for Holistic Recommendations. UMAP (Adjunct Publication) Federica Cena, Amon Rapp, Cataldo Musto, Pasquale Lops
2018	—	`conf`	UMAP 2018 HUM (Holistic User Modeling) Workshop Chairs' Preface &Organization. UMAP (Adjunct Publication) Cataldo Musto, Amon Rapp, Federica Cena, Frank Hopfgartner, Judy Kay, Giovanni Semeraro
2017	A	`conf`	A Deep Architecture for Content-based Recommendations Exploiting Recurrent Neural Networks. UMAP Alessandro Suglia, Claudio Greco, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2017	A	`conf`	A Hybrid Recommendation Framework Exploiting Linked Open Data and Graph-based Features. UMAP Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2017	A	`conf`	A Multi-criteria Recommender System Exploiting Aspect-based Sentiment Analysis of Users' Reviews. RecSys Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops
2017	—	`conf`	Feeding a Hybrid Recommendation Framework with Linked Open Data and Graph-Based Features. AI*IA Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2017	J	`jnl`	Introducing linked open data in graph-based recommender systems. Inf. Process. Manag. Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2017	—	`conf`	Recommending Doctors and Health Facilities in the HealthNet Social Network. SoMePeAS@ECIR Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2017	J	`jnl`	Report on RecSys 2016Workshop on New Trends in Content-Based Recommender Systems. SIGIR Forum Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro
2017	J	`jnl`	Semantics-aware Recommender Systems exploiting Linked Open Data and graph-based features. Knowl. Based Syst. Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2017	—	`conf`	Tuning Personalized PageRank for Semantics-Aware Recommendations Based on Linked Open Data. ESWC (1) Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2017	—	`conf`	UMAP 2017 THUM Workshop Chairs' Welcome & Organization. UMAP (Adjunct Publication) Cataldo Musto, Amon Rapp, Veronika Bogina, Federica Cena, Frank Hopfgartner, Judy Kay, David Konopnicki, Tsvi Kuflik, Bamshad Mobasher, Giovanni Semeraro
2016	—	`conf`	Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks. IIR Cataldo Musto, Claudio Greco, Alessandro Suglia, Giovanni Semeraro
2016	J	`jnl`	Concept-based item representations for a cross-lingual content-based recommendation process. Inf. Sci. Fedelucio Narducci, Pierpaolo Basile, Cataldo Musto, Pasquale Lops, Annalina Caputo, Marco de Gemmis, Leo Iaquinta, Giovanni Semeraro
2016	A	`conf`	ExpLOD: A Framework for Explaining Recommendations based on the Linked Open Data Cloud. RecSys Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2016	A	`conf`	Learning Word Embeddings from Wikipedia for Content-Based Recommender Systems. ECIR Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2016	A	`conf`	Modeling Community Behavior through Semantic Analysis of Social Data: The Italian Hate Map Experience. UMAP Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2016	—	`ed.`	Proceedings of the 2nd International Workshop on Personalization & Recommender Systems in Financial Services, Bari, Italy, June 16, 2016. FINREC Giovanni Semeraro, Cataldo Musto, Mathias Bauer
2016	—	`ed.`	Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), Boston, MA, USA, September 16, 2016. CBRecSys Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro
2016	A	`conf`	Semantics-aware Graph-based Recommender Systems Exploiting Linked Open Data. UMAP Cataldo Musto, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro
2016	A	`conf`	Third Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2016). RecSys Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro
2015	—	`conf`	A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network. WWW (Companion Volume) Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2015	J	`jnl`	A framework for Personalized Wealth Management exploiting Case-Based Recommender Systems. Intelligenza Artificiale Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2015	J	`jnl`	An investigation on the serendipity problem in recommender systems. Inf. Process. Manag. Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Cataldo Musto
2015	—	`conf`	Automatic Selection of Linked Open Data Features in Graph-based Recommender Systems. CBRecSys@RecSys Cataldo Musto, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Simone Rutigliano
2015	—	`conf`	Case-based Recommender Systems for Personalized Finance Advisory. FINREC Cataldo Musto, Giovanni Semeraro
2015	J	`jnl`	CrowdPulse: A framework for real-time semantic analysis of social streams. Inf. Syst. Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2015	—	`conf`	Developing Smart Cities Services through Semantic Analysis of Social Streams. WWW (Companion Volume) Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2015	J	`jnl`	Personalized finance advisory through case-based recommender systems and diversification strategies. Decis. Support Syst. Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas
2015	—	`ch.`	Semantics-Aware Content-Based Recommender Systems. Recommender Systems Handbook Marco de Gemmis, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro
2015	—	`conf`	Word Embedding Techniques for Content-based Recommender Systems: An Empirical Evaluation. RecSys Posters Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops
2014	—	`conf`	A Comparison of Lexicon-based Approaches for Sentiment Analysis of Microblog Posts. DART@AI*IA Cataldo Musto, Giovanni Semeraro, Marco Polignano
2014	A	`conf`	Combining Distributional Semantics and Entity Linking for Context-Aware Content-Based Recommendation. UMAP Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2014	—	`conf`	Content-Based Recommender Systems + DBpedia Knowledge = Semantics-Aware Recommender Systems. SemWebEval@ESWC Pierpaolo Basile, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Fedelucio Narducci, Giovanni Semeraro
2014	—	`conf`	Developing a Semantic Content Analyzer for L'Aquila Social Urban Network. IIR Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Fedelucio Narducci, Luciana Bordoni, Mauro Annunziato, Claudia Meloni, Franco F. Orsucci, Giulia Paoloni
2014	—	`conf`	Financial Product Recommendation through Case-based Reasoning and Diversification Techniques. RecSys Posters Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas
2014	—	`conf`	Linked Open Data-enabled Strategies for Top-N Recommendations. CBRecSys@RecSys Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2013	J	`jnl`	Content-based and collaborative techniques for tag recommendation: an empirical evaluation. J. Intell. Inf. Syst. Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Cataldo Musto, Fedelucio Narducci
2013	—	`conf`	Contextual eVSM: A Content-Based Context-Aware Recommendation Framework Based on Distributional Semantics. EC-Web Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2013	—	`conf`	Distributional Models vs. Linked Data: Exploiting Crowdsourcing to Personalize Music Playlists. IIR Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2013	—	`conf`	Exploiting Big Data for Enhanced Representations in Content-Based Recommender Systems. EC-Web Fedelucio Narducci, Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2013	A	`conf`	Leveraging Encyclopedic Knowledge for Transparent and Serendipitous User Profiles. UMAP Fedelucio Narducci, Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2013	—	`conf`	Myusic: a Content-based Music Recommender System based on eVSM and Social Media. IIR Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2013	J	`jnl`	Semantic technologies for industry: From knowledge modeling and integration to intelligent applications. Intelligenza Artificiale Giovanni Semeraro, Pierpaolo Basile, Roberto Basili, Marco de Gemmis, Chiara Ghidini, Maurizio Lenzerini, Pasquale Lops, Alessandro Moschitti, Cataldo Musto, Fedelucio Narducci, Arianna Pipitone, Roberto Pirrone, Piero Poccianti, Luciano Serafini
2013	J	`jnl`	The contribution of AI to enhance understanding of Cultural Heritage. Intelligenza Artificiale Luciana Bordoni, Liliana Ardissono, Juan A. Barceló, Antonio Chella, Marco de Gemmis, Cristina Gena, Leo Iaquinta, Pasquale Lops, Francesco Mele, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Antonio Sorgente
2012	J	`jnl`	A folksonomy-based recommender system for personalized access to digital artworks. ACM Journal on Computing and Cultural Heritage Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Cataldo Musto, Fedelucio Narducci
2012	—	`conf`	Comparing Word Sense Disambiguation and Distributional Models for Cross-Language Information Filtering. IIR Cataldo Musto, Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2012	A	`conf`	Enhanced Semantic TV-Show Representation for Personalized Electronic Program Guides. UMAP Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Mauro Barbieri, Jan H. M. Korst, Verus Pronk, Ramon Clout
2012	—	`conf`	Leveraging Social Media Sources to Generate Personalized Music Playlists. EC-Web Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Fedelucio Narducci
2012	—	`conf`	TV-Show Retrieval and Classification. IIR Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Mauro Barbieri, Jan H. M. Korst, Verus Pronk, Ramon Clout
2011	—	`conf`	Cross-Language Information Filtering: Word Sense Disambiguation vs. Distributional Models. AI*IA Cataldo Musto, Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2011	—	`conf`	Learning semantic content-based profiles for cross-language recommendations. PMHR@HT Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro
2011	A	`conf`	Leveraging the linkedin social network data for extracting content-based user profiles. RecSys Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Fedelucio Narducci, Cataldo Musto
2011	—	`conf`	Random Indexing and Negative User Preferences for Enhancing Content-Based Recommender Systems. EC-Web Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
2011	—	`conf`	Random Indexing for Content-Based Recommender Systems. IIR Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2010	—	`conf`	An IR-Based Approach for Tag Recommendation. IIR Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2010	—	`conf`	Combining Collaborative and Content-Based Techniques for Tag Recommendation. EC-Web Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis
2010	Misc	`conf`	Cross-Language Personalization through a Semantic Content-Based Recommender System. AIMSA Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro
2010	A	`conf`	Enhanced vector space models for content-based recommender systems. RecSys Cataldo Musto
2010	—	`conf`	Integrating a Content-Based Recommender System into Digital Libraries for Cultural Heritage. IRCDL Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2010	—	`ch.`	Learning Preference Models in Recommender Systems. Preference Learning Marco de Gemmis, Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro
2010	—	`conf`	MARS: a MultilAnguage Recommender System. HetRec@RecSys Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro
2009	—	`ch.`	A Semantic Content-Based Recommender System Integrating Folksonomies for Personalized Access. Web Personalization in Intelligent Environments Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Cataldo Musto, Fedelucio Narducci, Massimo Bux
2009	C	`conf`	Content-Based Filtering with Tags: The FIRSt System. ISDA Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Paolo Gissi, Cataldo Musto, Fedelucio Narducci
2009	—	`conf`	Content-Based Personalization Services Integrating Folksonomies. EC-Web Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco Degemmis, Giovanni Semeraro
2009	—	`conf`	STaR: a Social Tag Recommender System. DC@PKDD/ECML Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2009	—	`conf`	SpIteR: A Module for Recommending Dynamic Personalized Museum Tours. Web Intelligence Pierpaolo Basile, Marco de Gemmis, Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro