Giacomo Balloccu

According to our database, Giacomo Balloccu authored at least 14 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Learner-centered Ontology for Explainable Educational Recommendation.

Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras, Alessandro Soccol

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Explainable Recommender Systems with Knowledge Graphs and Language Models.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras

Proceedings of the Advances in Information Retrieval, 2024

EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration.

Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Francesca Maridina Malloci, Mirko Marras, Andrea Giovanni Martis

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Reinforcement recommendation reasoning through knowledge graphs for explanation path quality.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras

Knowl. Based Syst., 2023

Faithful Path Language Modelling for Explainable Recommendation over Knowledge Graph.

Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras

CoRR, 2023

Demystifying Recommender Systems: A Multi-faceted Examination of Explanation Generation, Impact, and Perception.

Giacomo Balloccu

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods.

Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Towards Explainable Educational Recommendation through Path Reasoning Methods.

Neda Afreen, Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation.

Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras

Proceedings of the Advances in Information Retrieval, 2023

2022

<i>XRecSys</i>: A framework for path reasoning quality in explainable recommendation.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras

Softw. Impacts, December, 2022

Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Hands on Explainable Recommender Systems with Knowledge Graphs.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Recency, Popularity, and Diversity of Explanations in Knowledge-based Recommendation.

Giacomo Balloccu, Ludovico Boratto, Gianni Fenu, Mirko Marras

Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022