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- affiliation: University of Bari "Aldo Moro", Italy
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2020 – today
- 2024
[j29]Cataldo Musto, Alessandro Francesco Maria Martina
, Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro:
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain. J. Intell. Inf. Syst. 62(2): 575-599 (2024)- [j28]Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato:
Report on the 1st International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) at ECIR 2024. SIGIR Forum 58(1): 1-4 (2024) - [j27]Alain D. Starke, Cataldo Musto, Amon Rapp, Giovanni Semeraro, Christoph Trattner:
"Tell Me Why": using natural language justifications in a recipe recommender system to support healthier food choices. User Model. User Adapt. Interact. 34(2): 407-440 (2024) - [j26]Cataldo Musto, Giuseppe Spillo, Giovanni Semeraro:
Harnessing distributional semantics to build context-aware justifications for recommender systems. User Model. User Adapt. Interact. 34(3): 659-690 (2024) - [c102]Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato:
First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024). ECIR (5) 2024: 415-421 - [c101]Pasquale Lops, Antonio Silletti, Marco Polignano, Cataldo Musto, Giovanni Semeraro:
Reproducibility of LLM-based Recommender Systems: the Case Study of P5 Paradigm. RecSys 2024: 116-125 - [c100]Alessandro Petruzzelli, Cataldo Musto, Lucrezia Laraspata, Ivan Rinaldi, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Instructing and Prompting Large Language Models for Explainable Cross-domain Recommendations. RecSys 2024: 298-308 - [c99]Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro:
Towards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Algorithm Performances. RecSys 2024: 866-871 - [c98]Alessandro Petruzzelli, Cataldo Musto, Michele Ciro Di Carlo, Giovanni Tempesta, Giovanni Semeraro:
Recommending Healthy and Sustainable Meals exploiting Food Retrieval and Large Language Models. RecSys 2024: 1057-1061 - [c97]Vito Walter Anelli, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Sixth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2024: 1245-1249 - [c96]Alessandro Petruzzelli, Alessandro Francesco Maria Martina, Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings. UMAP 2024: 172-182 - [c95]Marco Polignano, Cataldo Musto, Amra Delic, Oana Inel, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler:
ExUM 2024 - 6th Workshop on Explainable User Modeling and Personalised Systems. UMAP (Adjunct Publication) 2024 - [c94]Giuseppe Spillo, Francesco Bottalico, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks. UMAP 2024: 165-171 - 2023
- [j25]Andrea Iovine, Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro:
Virtual Customer Assistants in finance: From state of the art and practices to design guidelines. Comput. Sci. Rev. 47: 100534 (2023) - [j24]Pasquale Lops, Marco Polignano, Cataldo Musto, Antonio Silletti, Giovanni Semeraro:
ClayRS: An end-to-end framework for reproducible knowledge-aware recommender systems. Inf. Syst. 119: 102273 (2023) - [c93]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:
Human Understanding Capabilities of Symbiotic AI systems in FAIR (Future Artificial Intelligence Research). Ital-IA 2023: 341-346 - [c92]Pasquale Lops, Elio Musacchio, Cataldo Musto, Marco Polignano, Antonio Silletti, Giovanni Semeraro:
Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures. RecSys 2023: 554-564 - [c91]Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro:
Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint. RecSys 2023: 856-862 - [c90]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2023: 1259-1262 - [c89]Giuseppe Spillo, Cataldo Musto, Marco Polignano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations. UMAP 2023: 1-12 - [c88]Cataldo Musto, Amra Delic, Oana Inel, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler:
5th Workshop on Explainable User Models and Personalised Systems (ExUM). UMAP (Adjunct Publication) 2023: 196-198 - [c87]Pasquale Lops, Cataldo Musto, Marco Polignano:
Accountable Knowledge-aware Recommender Systems. UMAP 2023: 306-308 - [e9]Cataldo Musto, Riccardo Guidotti, Anna Monreale, Erasmo Purificato, Giovanni Semeraro:
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. CEUR Workshop Proceedings 3518, CEUR-WS.org 2023 [contents] - [e8]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
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. CEUR Workshop Proceedings 3560, CEUR-WS.org 2023 [contents] - 2022
- [c86]Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Exploiting Neuro-Symbolic Graph Embeddings based on First-Order Logical Rules for Knowledge-aware Recommendations. DP@AI*IA 2022: 1-11 - [c85]Alessandro Francesco Maria Martina, Cataldo Musto, Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro:
Narrative Recommendations based on Natural Language Preference Elicitation for a Virtual Assistant for the Movie Domain. DP@AI*IA 2022: 95-104 - [c84]Erasmo Purificato, Cataldo Musto, Pasquale Lops, Ernesto William De Luca:
First Workshop on Adaptive and Personalized Explainable User Interfaces (APEx-UI 2022). IUI Companion 2022: 1-3 - [c83]Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Knowledge-aware Recommendations Based on Neuro-Symbolic Graph Embeddings and First-Order Logical Rules. RecSys 2022: 616-621 - [c82]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2022: 663-666 - [c81]Toine Bogers, Cataldo Musto, David (Xuejun) Wang, Alexander Felfernig, Simone Borg Bruun, Giovanni Semeraro, Yong Zheng:
FinRec: The 3rd International Workshop on Personalization & Recommender Systems in Financial Services. RecSys 2022: 688-690 - [c80]Alessandro Francesco Maria Martina, Cataldo Musto, Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro:
A Virtual Assistant for the Movie Domain Exploiting Natural Language Preference Elicitation Strategies. UMAP (Adjunct Publication) 2022: 7-12 - [c79]Cataldo Musto, Amra Delic, Oana Inel, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler:
Workshop on Explainable User Models and Personalised Systems (ExUM). UMAP (Adjunct Publication) 2022: 160-162 - [c78]Marco Polignano, Giuseppe Colavito, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro:
Lexicon Enriched Hybrid Hate Speech Detection with Human-Centered Explanations. UMAP (Adjunct Publication) 2022: 184-191 - [c77]Pasquale Lops, Cataldo Musto, Marco Polignano:
Semantics-aware Content Representations for Reproducible Recommender Systems (SCoRe). UMAP 2022: 354-356 - [e7]Cataldo Musto, Riccardo Guidotti, Anna Monreale, Giovanni Semeraro:
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. CEUR Workshop Proceedings 3277, CEUR-WS.org 2022 [contents] - [e6]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
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. CEUR Workshop Proceedings 3294, CEUR-WS.org 2022 [contents] - [r2]Cataldo Musto, Marco de Gemmis, Pasquale Lops, Fedelucio Narducci, Giovanni Semeraro:
Semantics and Content-Based Recommendations. Recommender Systems Handbook 2022: 251-298 - [d2]Marco Antonio Stranisci, Giuseppe Spillo, Cataldo Musto, Viviana Patti, Rossana Damiano:
The URW-KG: a Resource for Tackling the Under-Representation of non-Western Writers. Zenodo, 2022
- [d1]Marco Antonio Stranisci, Giuseppe Spillo, Cataldo Musto, Viviana Patti, Rossana Damiano:
The URW-KG: a Resource for Tackling the Under-Representation of non-Western Writers. Zenodo, 2022 - [i1]Marco Antonio Stranisci, Giuseppe Spillo, Cataldo Musto, Viviana Patti, Rossana Damiano:
The URW-KG: a Resource for Tackling the Underrepresentation of non-Western Writers. CoRR abs/2212.13104 (2022) - 2021
- [j23]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Context-aware graph-based recommendations exploiting Personalized PageRank. Knowl. Based Syst. 216: 106806 (2021) - [j22]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:
Report on the 3rd workshop of knowledge-aware and conversational recommender systems (KARS/ComplexRec) at RecSys 2021. SIGIR Forum 55(2): 17:1-17:9 (2021) - [j21]Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
MyrrorBot: A Digital Assistant Based on Holistic User Models for Personalized Access to Online Services. ACM Trans. Inf. Syst. 39(4): 46:1-46:34 (2021) - [j20]Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Generating post hoc review-based natural language justifications for recommender systems. User Model. User Adapt. Interact. 31(3): 629-673 (2021) - [c76]Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
Fairness and Popularity Bias in Recommender Systems: an Empirical Evaluation. DP@AI*IA 2021: 77-91 - [c75]Marco Polignano, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Together is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations. RecSys 2021: 187-198 - [c74]Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco M. Donini, Cataldo Musto, Fedelucio Narducci, Markus Zanker:
Third Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2021: 806-809 - [c73]Cataldo Musto, Alain D. Starke, Christoph Trattner, Amon Rapp, Giovanni Semeraro:
Exploring the Effects of Natural Language Justifications in Food Recommender Systems. UMAP 2021: 147-157 - [c72]Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler:
Workshop on Explainable User Models and Personalized Systems (ExUM 2021). UMAP (Adjunct Publication) 2021: 211-212 - [c71]Iris Hendrickx, Federica Cena, Erkan Basar, Luigi Di Caro, Florian Kunneman, Elena Musi, Cataldo Musto, Amon Rapp, Jelte van Waterschoot:
Towards a New generation of Personalized Intelligent Conversational Agents. UMAP (Adjunct Publication) 2021: 373-374 - [e5]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:
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. CEUR Workshop Proceedings 2960, CEUR-WS.org 2021 [contents] - 2020
- [j19]Marco Polignano, Fedelucio Narducci, Andrea Iovine, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro:
HealthAssistantBot: A Personal Health Assistant for the Italian Language. IEEE Access 8: 107479-107497 (2020) - [j18]Federica Cena, Amon Rapp, Cataldo Musto, Giovanni Semeraro:
Generating Recommendations From Multiple Data Sources: A Methodological Framework for System Design and Its Application. IEEE Access 8: 183430-183447 (2020) - [j17]Vittorio Lingiardi, Nicola Carone, Giovanni Semeraro, Cataldo Musto, Marilisa D'amico, Silvia Brena:
Mapping Twitter hate speech towards social and sexual minorities: a lexicon-based approach to semantic content analysis. Behav. Inf. Technol. 39(7): 711-721 (2020) - [j16]Cataldo Musto, Marco Polignano, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Myrror: a platform for holistic user modeling. User Model. User Adapt. Interact. 30(3): 477-511 (2020) - [c70]Berardina Nadja De Carolis, Pasquale Lops, Cataldo Musto, Giovanni Semeraro:
Towards a Social Robot as Interface for Tourism Recommendations. cAESAR 2020: 28-33 - [c69]Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems. CLiC-it 2020 - [c68]Cataldo Musto, Giuseppe Spillo, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems. IntRS@RecSys 2020: 65-71 - [c67]Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler:
UMAP 2020 Workshop on Explainable User Models and Personalised Systems (ExUM) Chairs' Welcome & Organization. UMAP (Adjunct Publication) 2020: 204-205 - [c66]Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Towards Queryable User Profiles: Introducing Conversational Agents in a Platform for Holistic User Modeling. UMAP (Adjunct Publication) 2020: 213-218 - [c65]Cataldo Musto, Christoph Trattner, Alain Starke, Giovanni Semeraro:
Towards a Knowledge-aware Food Recommender System Exploiting Holistic User Models. UMAP 2020: 333-337 - [c64]Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler:
Workshop on Explainable User Models and Personalized Systems (ExUM 2020). UMAP 2020: 406-407 - [e4]Cataldo Musto, Daniele Magazzeni, Salvatore Ruggieri, Giovanni Semeraro:
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. CEUR Workshop Proceedings 2742, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [b1]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
Semantics in Adaptive and Personalised Systems - Methods, Tools and Applications. Springer 2019, ISBN 978-3-030-05617-9, pp. 1-186 - [j15]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Linked open data-based explanations for transparent recommender systems. Int. J. Hum. Comput. Stud. 121: 93-107 (2019) - [j14]Pasquale Lops, Dietmar Jannach, Cataldo Musto, Toine Bogers, Marijn Koolen:
Trends in content-based recommendation - Preface to the special issue on Recommender systems based on rich item descriptions. User Model. User Adapt. Interact. 29(2): 239-249 (2019) - [c63]Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Natural Language Justifications for Recommender Systems Exploiting Text Summarization and Sentiment Analysis. DDC@AI*IA 2019: 63-73 - [c62]Cataldo Musto, Pierpaolo Basile, Giovanni Semeraro:
Hybrid Semantics-Aware Recommendations Exploiting Knowledge Graph Embeddings. AI*IA 2019: 87-100 - [c61]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:
Computational Linguistics Against Hate: Hate Speech Detection and Visualization on Social Media in the "Contro L'Odio" Project. CLiC-it 2019 - [c60]Cataldo Musto, Angelo Sansonetti, Marco Polignano, Giovanni Semeraro, Marco Stranisci:
HateChecker: a Tool to Automatically Detect Hater Users in Online Social Networks. CLiC-it 2019 - [c59]Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Combining text summarization and aspect-based sentiment analysis of users' reviews to justify recommendations. RecSys 2019: 383-387 - [c58]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Justifying Recommendations through Aspect-based Sentiment Analysis of Users Reviews. UMAP 2019: 4-12 - [c57]Cataldo Musto, Pierpaolo Basile, Giovanni Semeraro:
Embedding Knowledge Graphs for Semantics-aware Recommendations based on DBpedia. UMAP (Adjunct Publication) 2019: 27-31 - [c56]Cataldo Musto, Amon Rapp, Federica Cena, Frank Hopfgartner, Judy Kay, Aonghus Lawlor, Pasquale Lops, Giovanni Semeraro, Nava Tintarev:
UMAP 2019 Workshop on Explainable and Holistic User Modeling (ExHUM) Chairs' Welcome & Organization. UMAP (Adjunct Publication) 2019: 225-227 - [e3]Vito Walter Anelli, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Markus Zanker, Pierpaolo Basile, Derek G. Bridge, Fedelucio Narducci:
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. CEUR Workshop Proceedings 2290, CEUR-WS.org 2019 [contents] - 2018
- [j13]Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
TV-Program Retrieval and Classification: A Comparison of Approaches based on Machine Learning. Inf. Syst. Frontiers 20(6): 1157-1171 (2018) - [c55]Vito Walter Anelli, Pierpaolo Basile, Derek G. Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Markus Zanker:
Knowledge-aware and conversational recommender systems. RecSys 2018: 521-522 - [c54]Cataldo Musto, Amon Rapp, Federica Cena, Frank Hopfgartner, Judy Kay, Giovanni Semeraro:
UMAP 2018 HUM (Holistic User Modeling) Workshop Chairs' Preface &Organization. UMAP (Adjunct Publication) 2018: 87-89 - [c53]Cataldo Musto, Giovanni Semeraro, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops:
A Framework for Holistic User Modeling Merging Heterogeneous Digital Footprints. UMAP (Adjunct Publication) 2018: 97-101 - [c52]Federica Cena, Amon Rapp, Cataldo Musto, Pasquale Lops:
Towards a Conceptual Model for Holistic Recommendations. UMAP (Adjunct Publication) 2018: 207-210 - [c51]Cataldo Musto, Giovanni Semeraro, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops:
Myrror: a Platform for Quantified Self and Holistic User Modeling. UMAP (Adjunct Publication) 2018: 215-216 - [c50]Cataldo Musto, Tiziano Franza, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Deep Content-based Recommender Systems Exploiting Recurrent Neural Networks and Linked Open Data. UMAP (Adjunct Publication) 2018: 239-244 - [c49]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Semantics-aware Recommender Systems Exploiting Linked Open Data and Graph-based Features. WWW (Companion Volume) 2018: 457-460 - [p3]Pasquale Lops, Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Marco Polignano, Giovanni Semeraro:
Recommendations Biases and Beyond-Accuracy Objectives in Collaborative Filtering. Collaborative Recommendations 2018: 329-368 - 2017
- [j12]Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Introducing linked open data in graph-based recommender systems. Inf. Process. Manag. 53(2): 405-435 (2017) - [j11]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Semantics-aware Recommender Systems exploiting Linked Open Data and graph-based features. Knowl. Based Syst. 136: 1-14 (2017) - [j10]Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
Report on RecSys 2016Workshop on New Trends in Content-Based Recommender Systems. SIGIR Forum 51(1): 45-51 (2017) - [c48]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Feeding a Hybrid Recommendation Framework with Linked Open Data and Graph-Based Features. AI*IA 2017: 229-242 - [c47]Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Recommending Doctors and Health Facilities in the HealthNet Social Network. SoMePeAS@ECIR 2017: 1-7 - [c46]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Tuning Personalized PageRank for Semantics-Aware Recommendations Based on Linked Open Data. ESWC (1) 2017: 169-183 - [c45]Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops:
A Multi-criteria Recommender System Exploiting Aspect-based Sentiment Analysis of Users' Reviews. RecSys 2017: 321-325 - [c44]Alessandro Suglia, Claudio Greco, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Deep Architecture for Content-based Recommendations Exploiting Recurrent Neural Networks. UMAP 2017: 202-211 - [c43]Cataldo Musto, Amon Rapp, Veronika Bogina, Federica Cena, Frank Hopfgartner, Judy Kay, David Konopnicki, Tsvi Kuflik, Bamshad Mobasher, Giovanni Semeraro:
UMAP 2017 THUM Workshop Chairs' Welcome & Organization. UMAP (Adjunct Publication) 2017: 368-369 - [c42]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
A Hybrid Recommendation Framework Exploiting Linked Open Data and Graph-based Features. UMAP 2017: 375-376 - 2016
- [j9]Fedelucio Narducci, Pierpaolo Basile, Cataldo Musto, Pasquale Lops, Annalina Caputo, Marco de Gemmis, Leo Iaquinta, Giovanni Semeraro:
Concept-based item representations for a cross-lingual content-based recommendation process. Inf. Sci. 374: 15-31 (2016) - [c41]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Learning Word Embeddings from Wikipedia for Content-Based Recommender Systems. ECIR 2016: 729-734 - [c40]Cataldo Musto, Claudio Greco, Alessandro Suglia, Giovanni Semeraro:
Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks. IIR 2016 - [c39]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
ExpLOD: A Framework for Explaining Recommendations based on the Linked Open Data Cloud. RecSys 2016: 151-154 - [c38]Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
Third Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2016). RecSys 2016: 419-420 - [c37]Cataldo Musto, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro:
Semantics-aware Graph-based Recommender Systems Exploiting Linked Open Data. UMAP 2016: 229-237 - [c36]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Modeling Community Behavior through Semantic Analysis of Social Data: The Italian Hate Map Experience. UMAP 2016: 307-308 - [e2]Giovanni Semeraro, Cataldo Musto, Mathias Bauer:
Proceedings of the 2nd International Workshop on Personalization & Recommender Systems in Financial Services, Bari, Italy, June 16, 2016. CEUR Workshop Proceedings 1606, CEUR-WS.org 2016 [contents] - [e1]Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
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. CEUR Workshop Proceedings 1673, CEUR-WS.org 2016 [contents] - 2015
- [j8]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas:
Personalized finance advisory through case-based recommender systems and diversification strategies. Decis. Support Syst. 77: 100-111 (2015) - [j7]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
A framework for Personalized Wealth Management exploiting Case-Based Recommender Systems. Intelligenza Artificiale 9(1): 89-103 (2015) - [j6]Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Cataldo Musto:
An investigation on the serendipity problem in recommender systems. Inf. Process. Manag. 51(5): 695-717 (2015) - [j5]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
CrowdPulse: A framework for real-time semantic analysis of social streams. Inf. Syst. 54: 127-146 (2015) - [c35]Cataldo Musto, Giovanni Semeraro:
Case-based Recommender Systems for Personalized Finance Advisory. FINREC 2015: 35-36 - [c34]Cataldo Musto, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Simone Rutigliano:
Automatic Selection of Linked Open Data Features in Graph-based Recommender Systems. CBRecSys@RecSys 2015: 10-13 - [c33]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Word Embedding Techniques for Content-based Recommender Systems: An Empirical Evaluation. RecSys Posters 2015 - [c32]Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network. WWW (Companion Volume) 2015: 81-82 - [c31]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Developing Smart Cities Services through Semantic Analysis of Social Streams. WWW (Companion Volume) 2015: 1401-1406 - [r1]Marco de Gemmis, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
Semantics-Aware Content-Based Recommender Systems. Recommender Systems Handbook 2015: 119-159 - 2014
- [c30]Cataldo Musto, Giovanni Semeraro, Marco Polignano:
A Comparison of Lexicon-based Approaches for Sentiment Analysis of Microblog Posts. DART@AI*IA 2014: 59-68 - [c29]Pierpaolo Basile, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Fedelucio Narducci, Giovanni Semeraro:
Content-Based Recommender Systems + DBpedia Knowledge = Semantics-Aware Recommender Systems. SemWebEval@ESWC 2014: 163-169 - [c28]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Fedelucio Narducci, Luciana Bordoni, Mauro Annunziato, Claudia Meloni, Franco F. Orsucci, Giulia Paoloni:
Developing a Semantic Content Analyzer for L'Aquila Social Urban Network. IIR 2014: 34-38 - [c27]Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Linked Open Data-enabled Strategies for Top-N Recommendations. CBRecSys@RecSys 2014: 49-56 - [c26]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas:
Financial Product Recommendation through Case-based Reasoning and Diversification Techniques. RecSys Posters 2014 - [c25]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Combining Distributional Semantics and Entity Linking for Context-Aware Content-Based Recommendation. UMAP 2014: 381-392 - 2013
- [j4]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:
The contribution of AI to enhance understanding of Cultural Heritage. Intelligenza Artificiale 7(2): 101-112 (2013) - [j3]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:
Semantic technologies for industry: From knowledge modeling and integration to intelligent applications. Intelligenza Artificiale 7(2): 125-137 (2013) - [j2]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Cataldo Musto, Fedelucio Narducci:
Content-based and collaborative techniques for tag recommendation: an empirical evaluation. J. Intell. Inf. Syst. 40(1): 41-61 (2013) - [c24]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Contextual eVSM: A Content-Based Context-Aware Recommendation Framework Based on Distributional Semantics. EC-Web 2013: 125-136 - [c23]Fedelucio Narducci, Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Exploiting Big Data for Enhanced Representations in Content-Based Recommender Systems. EC-Web 2013: 182-193 - [c22]Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Myusic: a Content-based Music Recommender System based on eVSM and Social Media. IIR 2013: 65-72 - [c21]Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Distributional Models vs. Linked Data: Exploiting Crowdsourcing to Personalize Music Playlists. IIR 2013: 84-87 - [c20]Fedelucio Narducci, Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Leveraging Encyclopedic Knowledge for Transparent and Serendipitous User Profiles. UMAP 2013: 350-352 - 2012
- [j1]Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Cataldo Musto, Fedelucio Narducci:
A folksonomy-based recommender system for personalized access to digital artworks. ACM Journal on Computing and Cultural Heritage 5(3): 11:1-11:22 (2012) - [c19]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Fedelucio Narducci:
Leveraging Social Media Sources to Generate Personalized Music Playlists. EC-Web 2012: 112-123 - [c18]Cataldo Musto, Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Comparing Word Sense Disambiguation and Distributional Models for Cross-Language Information Filtering. IIR 2012: 117-120 - [c17]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Mauro Barbieri, Jan H. M. Korst, Verus Pronk, Ramon Clout:
TV-Show Retrieval and Classification. IIR 2012: 179-182 - [c16]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Mauro Barbieri, Jan H. M. Korst, Verus Pronk, Ramon Clout:
Enhanced Semantic TV-Show Representation for Personalized Electronic Program Guides. UMAP 2012: 188-199 - 2011
- [c15]Cataldo Musto, Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Cross-Language Information Filtering: Word Sense Disambiguation vs. Distributional Models. AI*IA 2011: 250-261 - [c14]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Random Indexing and Negative User Preferences for Enhancing Content-Based Recommender Systems. EC-Web 2011: 270-281 - [c13]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro:
Learning semantic content-based profiles for cross-language recommendations. PMHR@HT 2011: 26-33 - [c12]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Random Indexing for Content-Based Recommender Systems. IIR 2011 - [c11]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Fedelucio Narducci, Cataldo Musto:
Leveraging the linkedin social network data for extracting content-based user profiles. RecSys 2011: 293-296 - 2010
- [c10]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro:
Cross-Language Personalization through a Semantic Content-Based Recommender System. AIMSA 2010: 52-60 - [c9]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis:
Combining Collaborative and Content-Based Techniques for Tag Recommendation. EC-Web 2010: 13-23 - [c8]Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
An IR-Based Approach for Tag Recommendation. IIR 2010: 65-69 - [c7]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Integrating a Content-Based Recommender System into Digital Libraries for Cultural Heritage. IRCDL 2010: 27-38 - [c6]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro:
MARS: a MultilAnguage Recommender System. HetRec@RecSys 2010: 24-31 - [c5]Cataldo Musto:
Enhanced vector space models for content-based recommender systems. RecSys 2010: 361-364 - [p2]Marco de Gemmis, Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
Learning Preference Models in Recommender Systems. Preference Learning 2010: 387-407
2000 – 2009
- 2009
- [c4]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco Degemmis, Giovanni Semeraro:
Content-Based Personalization Services Integrating Folksonomies. EC-Web 2009: 217-228 - [c3]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Paolo Gissi, Cataldo Musto, Fedelucio Narducci:
Content-Based Filtering with Tags: The FIRSt System. ISDA 2009: 255-260 - [c2]Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
STaR: a Social Tag Recommender System. DC@PKDD/ECML 2009 - [c1]Pierpaolo Basile, Marco de Gemmis, Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
SpIteR: A Module for Recommending Dynamic Personalized Museum Tours. Web Intelligence 2009: 584-587 - [p1]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Cataldo Musto, Fedelucio Narducci, Massimo Bux:
A Semantic Content-Based Recommender System Integrating Folksonomies for Personalized Access. Web Personalization in Intelligent Environments 2009: 27-47
Coauthor Index
Marco Degemmis
aka: Marco de Gemmis
aka: Marco de Gemmis
[j29] [c100] [c96] [c94] [j25] [c93] [c89] [c86] [c85] [c83] [c80] [c78] [r2] [j23] [j21] [j20] [c75] [j19] [j16] [c69] [c68] [c66] [j15] [c63] [c59] [c58] [j13] [c53] [c51] [c50] [c49] [p3] [j12] [j11] [c48] [c47] [c46] [c45] [c44] [c42] [j9] [c41] [c39] [c37] [c36] [j8] [j7] [j6] [j5] [c34] [c33] [c32] [c31] [r1] [c29] [c28] [c27] [c26] [c25] [j4] [j3] [j2] [c24] [c23] [c22] [c21] [c20] [j1] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [p2] [c4] [c3] [c2] [c1] [p1]
[c101] [c100] [c96] [c94] [j24] [c93] [c92] [c89] [c87] [c86] [c84] [c83] [c77] [r2] [j23] [j21] [j20] [c76] [c75] [j16] [c70] [c69] [c68] [c66] [b1] [j15] [j14] [c63] [c59] [c58] [c56] [e3] [j13] [c55] [c53] [c52] [c51] [c50] [c49] [p3] [j12] [j11] [j10] [c48] [c47] [c46] [c45] [c44] [c42] [j9] [c41] [c39] [c38] [c37] [c36] [e1] [j8] [j7] [j6] [j5] [c34] [c33] [c32] [c31] [r1] [c29] [c28] [c27] [c26] [c25] [j4] [j3] [j2] [c24] [c23] [c22] [c21] [c20] [j1] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [p2] [c4] [c3] [c2] [c1] [p1]
[j29] [c97] [j25] [c90] [e8] [c85] [c82] [c80] [e6] [r2] [j22] [j21] [c74] [e5] [j19] [c66] [b1] [j15] [e3] [j13] [c55] [p3] [c47] [j9] [c39] [c32] [r1] [c29] [c28] [j4] [j3] [j2] [c23] [c22] [c21] [c20] [j1] [c19] [c18] [c17] [c16] [c15] [c13] [c11] [c10] [c9] [c8] [c7] [c6] [p2] [c4] [c3] [c2] [c1] [p1]
[j29] [j27] [j26] [c101] [c100] [c99] [c98] [c96] [c95] [c94] [j25] [j24] [c93] [c92] [c91] [c89] [c88] [e9] [c86] [c85] [c83] [c81] [c80] [c79] [c78] [e7] [r2] [j23] [j21] [j20] [c76] [c75] [c73] [c72] [j19] [j18] [j17] [j16] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [e4] [b1] [j15] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [j13] [c54] [c53] [c51] [c50] [c49] [p3] [j12] [j11] [j10] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [j9] [c41] [c40] [c39] [c38] [c37] [c36] [e2] [e1] [j8] [j7] [j6] [j5] [c35] [c34] [c33] [c32] [c31] [r1] [c30] [c29] [c28] [c27] [c26] [c25] [j4] [j3] [j2] [c24] [c23] [c22] [c21] [c20] [j1] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c8] [c7] [c6] [p2] [c4] [c3] [c2] [c1] [p1]
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