Fedelucio Narducci

159 papers A* 4A 18B 6C 1Misc 4Journal 43Unranked 71

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploring Approaches for Detecting Memorization of Recommender System Data in Large Language Models. CoRR Antonio Colacicco, Vito Guida, Dario Di Palma, Fedelucio Narducci, Tommaso Di Noia
2026	J	`jnl`	Exploring Diversity, Novelty, and Popularity Bias in ChatGPT's Recommendations. CoRR Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	—	`conf`	A Dataset for Joint Conversational Search and Recommendation. IIR Marco Alessio, Simone Merlo, Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Cristina Ioana Muntean, Franco Maria Nardini, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci, Nicola Viterbo
2025	—	`conf`	A System for Automated Unit Test Generation using Large Language Models and Assessment of Generated Test Suites. ICSTW Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Michelantonio Trizio, Claudio Bartolini
2025	A	`conf`	Adaptive User Modeling in Visual Merchandising: Balancing Brand Identity with Operational Efficiency. UMAP Potito Aghilar, Vito Walter Anelli, Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Sabino Roccotelli, Michelantonio Trizio
2025	A*	`conf`	CoSRec: A Joint Conversational Search and Recommendation Dataset. SIGIR Marco Alessio, Simone Merlo, Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Cristina Ioana Muntean, Franco Maria Nardini, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci, Nicola Viterbo
2025	—	`conf`	Content-Based or Collaborative? Insights from Inter-List Similarity Analysis of ChatGPT Recommendations. UMAP (Adjunct Publication) Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	J	`jnl`	Detecting label noise in longitudinal Alzheimer's data with explainable artificial intelligence. Brain Informatics Paolo Sorino, Angela Lombardi, Domenico Lofù, Tommaso Colafiglio, Antonio Ferrara, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2025	A*	`conf`	Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M. SIGIR Dario Di Palma, Felice Antonio Merra, Maurizio Sfilio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	J	`jnl`	Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M. CoRR Dario Di Palma, Felice Antonio Merra, Maurizio Sfilio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	A	`conf`	Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation. CIKM Claudio Pomo, Matteo Attimonelli, Danilo Danese, Fedelucio Narducci, Tommaso Di Noia
2025	J	`jnl`	Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation. CoRR Claudio Pomo, Matteo Attimonelli, Danilo Danese, Fedelucio Narducci, Tommaso Di Noia
2025	—	`conf`	Enhancing EEG-Based Limbs Movement Classification through Advanced Machine Learning Techniques for Motor Imagery. ICHMS Paolo Sorino, Domenico Lofù, Alessandro Iannone, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2025	—	`conf`	Enhancing News Recommendation Systems Using Multitask Learning. UMAP (Adjunct Publication) Paolo Masciullo, Andrea Pazienza, Claudio Pomo, Fedelucio Narducci, Tommaso Di Noia
2025	—	`conf`	Explainable Evaluation of Emotion Recognition with Low-Cost EEG: Feature Engineering and Interpretability Insights. xAI (Late-breaking Work, Demos, Doctoral Consortium) Tommaso Colafiglio, Angela Lombardi, Paolo Sorino, Domenico Lofù, Danilo Danese, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2025	B	`conf`	Explainable Machine Learning for Clinical Prediction of High-Flow Nasal Cannula Therapy in Pediatric Bronchiolitis. SMC Paolo Sorino, Domenico Lofù, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio, Ignazio Lofù
2025	—	`conf`	Explainable Sentiment Analysis through Counterfactual Reasoning. UMAP (Adjunct Publication) Simone Prete, Giovanni Maria Biancofiore, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2025	—	`conf`	From Overall Sentiment to Aspect-Level Insights: A Pretraining Strategy for Unsupervised Aspect-based Sentiment Analysis. UMAP (Adjunct Publication) Simone Prete, Giovanni Maria Biancofiore, Fedelucio Narducci, Eugenio Di Sciascio, Tommaso Di Noia
2025	J	`jnl`	GradeSQL: Outcome Reward Models for Ranking SQL Queries from Large Language Models. CoRR Mattia Tritto, Giuseppe Farano, Dario Di Palma, Gaetano Rossiello, Fedelucio Narducci, Dharmashankar Subramanian, Tommaso Di Noia
2025	A	`conf`	How Powerful are LLMs to Support Multimodal Recommendation? A Reproducibility Study of LLMRec. RecSys Maria Lucia Fioretti, Nicola Laterza, Alessia Preziosa, Daniele Malitesta, Claudio Pomo, Fedelucio Narducci, Tommaso Di Noia
2025	A*	`conf`	LLMs for Automated Unit Test Generation and Assessment in Java: The AgoneTest Framework. ASE Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Michelantonio Trizio, Claudio Bartolini
2025	J	`jnl`	LLMs for Automated Unit Test Generation and Assessment in Java: The AgoneTest Framework. CoRR Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Michelantonio Trizio, Claudio Bartolini
2025	—	`conf`	LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing. ACL (1) Dario Di Palma, Alessandro De Bellis, Giovanni Servedio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	J	`jnl`	LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing. CoRR Dario Di Palma, Alessandro De Bellis, Giovanni Servedio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	J	`jnl`	Machine learning classification of motivational states: Insights from EEG analysis of perception and imagery. Expert Syst. Appl. Tommaso Colafiglio, Angela Lombardi, Tommaso Di Noia, Maria Luigia Natalia De Bonis, Fedelucio Narducci, Alice Mado Proverbio
2025	—	`conf`	Neural Musical Instruments through Brain-Computer Interface and Biofeedback. UMAP (Adjunct Publication) Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2025	A	`conf`	Personalized Fashion Advertising with Large Language Models: A Case Study on Fine-Tuning for Marketing Copy Generation. UMAP Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Michelantonio Trizio
2025	—	`conf`	WeBIUM 2025: 2nd Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling. UMAP (Adjunct Publication) Domenico Lofù, Paolo Sorino, Tommaso Colafiglio, Angela Lombardi, Tommaso Di Noia, Fedelucio Narducci
2024	J	`jnl`	A System for Automated Unit Test Generation Using Large Language Models and Assessment of Generated Test Suites. CoRR Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Michelantonio Trizio, Claudio Bartolini
2024	—	`conf`	ARIEL: Brain-Computer Interfaces meet Large Language Models for Emotional Support Conversation. UMAP (Adjunct Publication) Paolo Sorino, Giovanni Maria Biancofiore, Domenico Lofù, Tommaso Colafiglio, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2024	A*	`conf`	AgoneTest: Automated creation and assessment of Unit tests leveraging Large Language Models. ASE Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Michelantonio Trizio
2024	B	`conf`	An Explainable Machine Learning Approach for Heartbeat Classification Through Signal-Based Features. SMC Paolo Sorino, Gianluca Colonna, Domenico Lofù, Tommaso Colafiglio, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2024	—	`conf`	Beyond Words: Can ChatGPT Support State-of-the-Art Recommender Systems? IIR Dario Di Palma, Giovanni Servedio, Vito Walter Anelli, Giovanni Maria Biancofiore, Fedelucio Narducci, Leonarda Carnimeo, Tommaso Di Noia
2024	—	`conf`	CAMEO: Fostering Joint Conversational Search and Recommendation. SEBD Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci
2024	—	`conf`	DIVAN: Deep-Interest Virality-Aware Network to Exploit Temporal Dynamics in News Recommendation. RecSys Challenge Antonio Ferrara, Marco Valentini, Paolo Masciullo, Antonio De Candia, Davide Abbattista, Riccardo Fusco, Claudio Pomo, Vito Walter Anelli, Giovanni Maria Biancofiore, Ludovico Boratto, Fedelucio Narducci
2024	—	`conf`	EmoSynth Real Time Emotion-Driven Sound Texture Synthesis via Brain-Computer Interface. UMAP (Adjunct Publication) Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Angela Lombardi, Fedelucio Narducci, Fabrizio Festa, Tommaso Di Noia
2024	J	`jnl`	Interactive Question Answering Systems: Literature Review. ACM Comput. Surv. Giovanni Maria Biancofiore, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci
2024	J	`jnl`	NeuroSense: A Novel EEG Dataset Utilizing Low-Cost, Sparse Electrode Devices for Emotion Exploration. IEEE Access Tommaso Colafiglio, Angela Lombardi, Paolo Sorino, Elvira Brattico, Domenico Lofù, Danilo Danese, Eugenio Di Sciascio, Tommaso Di Noia, Fedelucio Narducci
2024	J	`jnl`	Preface to the special issue on conversational recommender systems: theory, models, evaluations, and trends. User Model. User Adapt. Interact. Vito Walter Anelli, Li Chen, Gerard de Melo, Julian J. McAuley, Fedelucio Narducci, Azzurra Ragone
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	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	—	`conf`	The CAMEO Project: A Holistic View for Conversational Agents. IIR Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci
2024	—	`conf`	Towards a Neurofeedback Tool For Emotion Recognition Using Brain Computer Interface. ICWE Workshops Carmelo Ardito, Tommaso Colafiglio, Tommaso Di Noia, Angela Lombardi, Domenico Lofù, Fedelucio Narducci, Paolo Sorino
2024	—	`conf`	Wearable Devices and Brain-Computer Interfaces for User Modelling (WeBIUM). UMAP (Adjunct Publication) Tommaso Colafiglio, Tommaso Di Noia, Domenico Lofù, Angela Lombardi, Fedelucio Narducci, Paolo Sorino
2023	B	`conf`	A Pareto-Optimality-Based Approach for Selecting the Best Machine Learning Models in Mild Cognitive Impairment Prediction. SMC Paolo Sorino, Vincenzo Paparella, Domenico Lofù, Tommaso Colafiglio, Eugenio Di Sciascio, Fedelucio Narducci, Rodolfo Sardone, Tommaso Di Noia
2023	J	`jnl`	Auditing fairness under unawareness through counterfactual reasoning. Inf. Process. Manag. Giandomenico Cornacchia, Vito Walter Anelli, Giovanni Maria Biancofiore, Fedelucio Narducci, Claudio Pomo, Azzurra Ragone, Eugenio Di Sciascio
2023	B	`conf`	Combining Mental States Recognition and Machine Learning for Neurorehabilitation. SMC Tommaso Colafiglio, Paolo Sorino, Domenico Lofù, Angela Lombardi, Fedelucio Narducci, Tommaso Di Noia
2023	J	`jnl`	Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning. CoRR Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	A	`conf`	Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness Under Unawareness Setting. ECAI Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	J	`jnl`	Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting. CoRR Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	—	`conf`	Counterfactual Reasoning for Decision Model Fairness Assessment. WWW (Companion Volume) Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	—	`conf`	Counterfactual Reasoning for Responsible AI Assessment. Ital-IA Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	J	`jnl`	Evaluating ChatGPT as a Recommender System: A Rigorous Approach. CoRR Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio
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	J	`jnl`	MAFUS: a Framework to predict mortality risk in MAFLD subjects. CoRR Domenico Lofù, Paolo Sorino, Tommaso Colafiglio, Caterina Bonfiglio, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio
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	—	`conf`	Semantic Interpretation of BERT Embeddings with Knowledge Graphs. SEBD Alessandro De Bellis, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia, Azzurra Ragone, Eugenio Di Sciascio
2023	—	`conf`	Time-to-Event Interpretable Machine Learning for Multiple Sclerosis Worsening Prediction: Results from iDPP@CLEF 2023. CLEF (Working Notes) 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
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	B	`conf`	An Artificial Neural Network Model to Assess Nutritional Factors Associated with Frailty in the Aging Population from Southern Italy. SMC Fabio Castellana, Simona Aresta, Paolo Sorino, Ilaria Bortone, Domenico Lofù, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio, Rodolfo Sardone
2022	J	`jnl`	An empirical evaluation of active learning strategies for profile elicitation in a conversational recommender system. J. Intell. Inf. Syst. Andrea Iovine, Pasquale Lops, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
2022	Misc	`conf`	Aspect based sentiment analysis in music: a case study with spotify. SAC Giovanni Maria Biancofiore, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci, Paolo Pastore
2022	B	`conf`	Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition. SMC Carmelo Ardito, Ilaria Bortone, Tommaso Colafiglio, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Fedelucio Narducci, Rodolfo Sardone, Paolo Sorino
2022	J	`jnl`	Conversational recommendation: Theoretical model and complexity analysis. Inf. Sci. Tommaso Di Noia, Francesco Maria Donini, Dietmar Jannach, Fedelucio Narducci, Claudio Pomo
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	J	`jnl`	Interactive Question Answering Systems: Literature Review. CoRR Giovanni Maria Biancofiore, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci
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	—	`conf`	Nudging Towards Health in a Conversational Food Recommender System Using Multi-Modal Interactions and Nutrition Labels. KaRS@RecSys Giovanni Castiglia, Ayoub El Majjodi, Federica Calò, Yashar Deldjoo, Fedelucio Narducci, Alain Starke, Christoph Trattner
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	—	`conf`	Towards a theoretical formalization of conversational recommendation. CIKM Workshops Tommaso Di Noia, Francesco Maria Donini, Dietmar Jannach, Fedelucio Narducci, Claudio Pomo
2022	J	`jnl`	User-controlled federated matrix factorization for recommender systems. J. Intell. Inf. Syst. Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	—	`conf`	A General Aspect-Term-Extraction Model for Multi-Criteria Recommendations (Long paper). KaRS/ComplexRec@RecSys Paolo Pastore, Andrea Iovine, Fedelucio Narducci, Giovanni Semeraro
2021	—	`conf`	A General Model for Fair and Explainable Recommendation in the Loan Domain (Short paper). KaRS/ComplexRec@RecSys Giandomenico Cornacchia, Fedelucio Narducci, Azzurra Ragone
2021	—	`conf`	An Investigation on the Impact of Natural Language on Conversational Recommendations. IIR Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
2021	J	`jnl`	Conversational Recommendation: Theoretical Model and Complexity Analysis. CoRR Tommaso Di Noia, Francesco M. Donini, Dietmar Jannach, Fedelucio Narducci, Claudio Pomo
2021	—	`conf`	Explanation in Multi-Stakeholder Recommendation for Enterprise Decision Support Systems. CAiSE Workshops Giandomenico Cornacchia, Francesco M. Donini, Fedelucio Narducci, Claudio Pomo, Azzurra Ragone
2021	—	`conf`	FedeRank: User Controlled Feedback with Federated Recommender Systems. ECIR (1) Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	—	`conf`	Federated Recommender Systems with Learning to Rank. SEBD Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	—	`conf`	GUApp: a Knowledge-aware Conversational Agent for Job Recommendation (Short paper). KaRS/ComplexRec@RecSys Giovanni Maria Biancofiore, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci, Paolo Pastore
2021	—	`conf`	GUapp: Enhancing Job Recommendations with Knowledge Graphs. IIR Giovanni Maria Biancofiore, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci, Paolo Pastore
2021	Misc	`conf`	How to put users in control of their data in federated top-N recommendation with learning to rank. SAC Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	Misc	`conf`	Improving preference elicitation in a conversational recommender system with active learning strategies. SAC Andrea Iovine, Pasquale Lops, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
2021	—	`conf`	Improving the User Experience and the Trustworthiness of Financial Services. INTERACT (5) Giandomenico Cornacchia, Fedelucio Narducci, Azzurra Ragone
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	—	`ed.`	Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021 IIR Vito Walter Anelli, Tommaso Di Noia, Nicola Ferro, Fedelucio Narducci
2021	A	`conf`	Pursuing Privacy in Recommender Systems: the View of Users and Researchers from Regulations to Applications. RecSys Vito Walter Anelli, Luca Belli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci, Claudio Pomo
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	J	`jnl`	Towards Emotion-aware Recommender Systems: an Affective Coherence Model based on Emotion-driven Behaviors. Expert Syst. Appl. Marco Polignano, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
2020	—	`conf`	A Comparison of Services for Intent and Entity Recognition for Conversational Recommender Systems. IntRS@RecSys Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, Marco Polignano, Pierpaolo Basile, Giovanni Semeraro
2020	—	`conf`	A Virtual Customer Assistant for the Wealth Management domain in the UWMP project. HAI-GEN+user2agent@IUI Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro, Doriana Filisetti, Davide Ingoglia, Georgios Lekkas
2020	J	`jnl`	An investigation on the user interaction modes of conversational recommender systems for the music domain. User Model. User Adapt. Interact. Fedelucio Narducci, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2020	J	`jnl`	Conversational Recommender Systems and natural language: : A study through the ConveRSE framework. Decis. Support Syst. Andrea Iovine, Fedelucio Narducci, Giovanni Semeraro
2020	J	`jnl`	FedeRank: User Controlled Feedback with Federated Recommender Systems. CoRR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2020	—	`conf`	GUapp: A Conversational Agent for Job Recommendation for the Italian Public Administration. EAIS Vito Bellini, Giovanni Maria Biancofiore, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci, Claudio Pomo
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`	How to Put Users in Control of their Data via Federated Pair-Wise Recommendation. CoRR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2020	—	`conf`	Humanoid Robots and Conversational Recommender Systems: a Preliminary Study. EAIS Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, 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
2019	—	`conf`	A Dataset of Real Dialogues for Conversational Recommender Systems. CLiC-it Andrea Iovine, Fedelucio Narducci, Marco de Gemmis
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	—	`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
2018	—	`conf`	A Domain-independent Framework for building Conversational Recommender Systems. KaRS@RecSys Fedelucio Narducci, Pierpaolo Basile, Andrea Iovine, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2018	—	`conf`	A Framework for Building Chat-based Recommender Systems. CIKM Workshops Fedelucio Narducci, Pierpaolo Basile, Andrea Iovine, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2018	—	`conf`	Improving the User Experience with a Conversational Recommender System. AI*IA Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
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	—	`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	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
2017	J	`jnl`	Cross-lingual link discovery with TR-ESA. Inf. Sci. Fedelucio Narducci, Matteo Palmonari, Giovanni Semeraro
2017	—	`conf`	Do You Feel Blue? Detection of Negative Feeling from Social Media. AI*IA Marco Polignano, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro
2017	J	`jnl`	Power to the patients: The HealthNetsocial network. Inf. Syst. Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro
2017	—	`conf`	Recommender Systems in the Internet of Talking Things (IoTT). RecSys Posters Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, 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	A	`conf`	Temporal Semantic Analysis of Conference Proceedings. ECIR Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2016	J	`jnl`	A similarity-based framework for service repository integration. Data Knowl. Eng. Fedelucio Narducci, Marco Comerio, Carlo Batini, Marco Castelli
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`	T-RecS: A Framework for a Temporal Semantic Analysis of the ACM Recommender Systems Conference. RecSys Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro
2015	—	`conf`	A General Architecture for an Emotion-aware Content-based Recommender System. EMPIRE@RecSys Fedelucio Narducci, Marco de Gemmis, Pasquale Lops
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	—	`ch.`	Semantics-Aware Content-Based Recommender Systems. Recommender Systems Handbook Marco de Gemmis, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro
2015	—	`conf`	UNIBA: Exploiting a Distributional Semantic Model for Disambiguating and Linking Entities in Tweets. #MSM Pierpaolo Basile, Annalina Caputo, Giovanni Semeraro, Fedelucio Narducci
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	A	`conf`	CroSeR: Cross-language Semantic Retrieval of Open Government Data. ECIR Fedelucio Narducci, Matteo Palmonari, 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
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`	Cross-Language Semantic Retrieval and Linking of E-Gov Services. ISWC (2) Fedelucio Narducci, Matteo Palmonari, Giovanni Semeraro
2013	—	`conf`	Cross-language Semantic Matching for Discovering Links to e-gov Services in the LOD Cloud. KNOW@LOD Fedelucio Narducci, Matteo Palmonari, Giovanni Semeraro
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`	Explicit Semantic Analysis for Enriching Content-Based User Profiles. IIR Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis
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
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	—	`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