BALLOCCU, GIACOMO
BALLOCCU, GIACOMO
EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration
2024-01-01 Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G.
Explainable Recommender Systems with Knowledge Graphs and Language Models
2024-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.
KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation
2024-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A.
Learner-centered Ontology for Explainable Educational Recommendation
2024-01-01 Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G.
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation
2023-01-01 Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M.
Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods
2023-01-01 Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M.
Reinforcement recommendation reasoning through knowledge graphs for explanation path quality
2023-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Towards Explainable Educational Recommendation through Path Reasoning Methods
2023-01-01 Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Hands on Explainable Recommender Systems with Knowledge Graphs
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
Recency, Popularity, and Diversity of Explanations in Knowledge-based Recommendation
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
XRecSys: A framework for path reasoning quality in explainable recommendation
2022-01-01 Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| EDGE: A Conversational Interface driven by Large Language Models for Educational Knowledge Graphs Exploration | 1-gen-2024 | Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G. | - | Association for Computing Machinery |
| Explainable Recommender Systems with Knowledge Graphs and Language Models | 1-gen-2024 | Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| KGGLM: A Generative Language Model for Generalizable Knowledge Graph Representation Learning in Recommendation | 1-gen-2024 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M.; Soccol, A. | - | Association for Computing Machinery, Inc |
| Learner-centered Ontology for Explainable Educational Recommendation | 1-gen-2024 | Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Malloci, F. M.; Marras, M.; Martis, A. G. | - | Association for Computing Machinery, Inc |
| Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation | 1-gen-2023 | Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M. | - | Springer Science and Business Media Deutschland GmbH |
| Knowledge-aware Recommendations: Exploring the Interplay between Utility, Explanation Quality, and Fairness in Path Reasoning Methods | 1-gen-2023 | Balloccu, G.; Boratto, L.; Cancedda, C.; Fenu, G.; Marras, M. | - | CEUR-WS |
| Reinforcement recommendation reasoning through knowledge graphs for explanation path quality | 1-gen-2023 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | KNOWLEDGE-BASED SYSTEMS | - |
| Towards Explainable Educational Recommendation through Path Reasoning Methods | 1-gen-2023 | Afreen, N.; Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | - | CEUR-WS |
| Hands on Explainable Recommender Systems with Knowledge Graphs | 1-gen-2022 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | - | Association for Computing Machinery, Inc |
| Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations | 1-gen-2022 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | - | Association for Computing Machinery, Inc |
| Recency, Popularity, and Diversity of Explanations in Knowledge-based Recommendation | 1-gen-2022 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | - | CEUR-WS |
| XRecSys: A framework for path reasoning quality in explainable recommendation | 1-gen-2022 | Balloccu, G.; Boratto, L.; Fenu, G.; Marras, M. | SOFTWARE IMPACTS | - |