SPILLO, GIUSEPPE
SPILLO, GIUSEPPE
DIPARTIMENTO DI INFORMATICA
Balancing carbon footprint and algorithm performance in recommender systems: A comprehensive benchmark
2026-01-01 Spillo, Giuseppe; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni
Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations
2023-01-01 Spillo, Giuseppe; Musto, Cataldo; Polignano, Marco; Lops, Pasquale; de GEMMIS, Marco; Semeraro, Giovanni
Combining Heterogeneous Embeddings for Knowledge-Aware Recommendation Models
2023-01-01 Spillo, G.
Comparing data reduction strategies for energy-efficient green recommender systems
2025-01-01 Spillo, Giuseppe; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni
E-Mealio: An LLM-Powered Conversational Agent for Sustainable and Healthy Food Recommendation
2026-01-01 Iacovazzi, Antonio Raffaele; Blanco, Lorenzo; Spillo, Giuseppe; Musto, Cataldo
Estimating Product Carbon Footprint via Large Language Models for Sustainable Recommender Systems
2026-01-01 Vicenti, Alessandro; Musto, Cataldo; Spillo, Giuseppe; De Filippo, Allegra; Milano, Michela; Semeraro, Giovanni
Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks
2024-01-01 Spillo, Giuseppe; Bottalico, Francesco; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni
Exploiting distributional semantics models for natural language context-aware justifications for recommender systems
2020-01-01 Musto, C.; Spillo, G.; de Gemmis, M.; Lops, P.; Semeraro, G.
GAL-KARS: Exploiting LLMs for Graph Augmentation in Knowledge-Aware Recommender Systems
2025-01-01 Spillo, Giuseppe; Musto, Cataldo; Mannavola, Matteo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni
Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings
2026-01-01 Spillo, Giuseppe; Musacchio, Elio; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni
Harnessing distributional semantics to build context-aware justifications for recommender systems
2023-01-01 Musto, C; Spillo, G; Semeraro, G
Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings
2024-01-01 Petruzzelli, Alessandro; Martina, Alessandro Francesco Maria; Spillo, Giuseppe; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni
Knowledge-Aware Recommender Systems based on Multi-Modal Information Sources
2023-01-01 Spillo, G.
MMGCF: Multimodal Graph Collaborative Filtering for Recommendation with Graph Convolutional Networks
2026-01-01 Spillo, Giuseppe; Musto, Cataldo; Musci, Francesco; De Gemmis, Marco; Semeraro, Giovanni
Recommender systems and sustainability: a dual perspective
2026-01-01 De Filippo, Allegra; Spillo, Giuseppe; Boratto, Ludovico; Milano, Michela; Musto, Cataldo; Semeraro, Giovanni
Recommender systems based on neuro-symbolic knowledge graph embeddings encoding first-order logic rules
2024-01-01 Spillo, Giuseppe; Musto, Cataldo; de Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni
RecSys CarbonAtor: Predicting Carbon Footprint of Recommendation System Models
2024-01-01 Spillo, Giuseppe; Valerio, Alberto Gaetano; Franchini, Felice; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni
See the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm-2K, and DBbook with Multimodal Data
2025-01-01 Spillo, Giuseppe; Musacchio, Elio; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni
Towards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Algorithm Performances
2024-01-01 Spillo, Giuseppe; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni
Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint
2023-01-01 Spillo, G.; De Filippo, A.; Musto, C.; Milano, M.; Semeraro, G.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Balancing carbon footprint and algorithm performance in recommender systems: A comprehensive benchmark | 1-gen-2026 | Spillo, Giuseppe; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni | |
| Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations | 1-gen-2023 | Spillo, Giuseppe; Musto, Cataldo; Polignano, Marco; Lops, Pasquale; de GEMMIS, Marco; Semeraro, Giovanni | |
| Combining Heterogeneous Embeddings for Knowledge-Aware Recommendation Models | 1-gen-2023 | Spillo, G. | |
| Comparing data reduction strategies for energy-efficient green recommender systems | 1-gen-2025 | Spillo, Giuseppe; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni | |
| E-Mealio: An LLM-Powered Conversational Agent for Sustainable and Healthy Food Recommendation | 1-gen-2026 | Iacovazzi, Antonio Raffaele; Blanco, Lorenzo; Spillo, Giuseppe; Musto, Cataldo | |
| Estimating Product Carbon Footprint via Large Language Models for Sustainable Recommender Systems | 1-gen-2026 | Vicenti, Alessandro; Musto, Cataldo; Spillo, Giuseppe; De Filippo, Allegra; Milano, Michela; Semeraro, Giovanni | |
| Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks | 1-gen-2024 | Spillo, Giuseppe; Bottalico, Francesco; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni | |
| Exploiting distributional semantics models for natural language context-aware justifications for recommender systems | 1-gen-2020 | Musto, C.; Spillo, G.; de Gemmis, M.; Lops, P.; Semeraro, G. | |
| GAL-KARS: Exploiting LLMs for Graph Augmentation in Knowledge-Aware Recommender Systems | 1-gen-2025 | Spillo, Giuseppe; Musto, Cataldo; Mannavola, Matteo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni | |
| Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings | 1-gen-2026 | Spillo, Giuseppe; Musacchio, Elio; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni | |
| Harnessing distributional semantics to build context-aware justifications for recommender systems | 1-gen-2023 | Musto, C; Spillo, G; Semeraro, G | |
| Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings | 1-gen-2024 | Petruzzelli, Alessandro; Martina, Alessandro Francesco Maria; Spillo, Giuseppe; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni | |
| Knowledge-Aware Recommender Systems based on Multi-Modal Information Sources | 1-gen-2023 | Spillo, G. | |
| MMGCF: Multimodal Graph Collaborative Filtering for Recommendation with Graph Convolutional Networks | 1-gen-2026 | Spillo, Giuseppe; Musto, Cataldo; Musci, Francesco; De Gemmis, Marco; Semeraro, Giovanni | |
| Recommender systems and sustainability: a dual perspective | 1-gen-2026 | De Filippo, Allegra; Spillo, Giuseppe; Boratto, Ludovico; Milano, Michela; Musto, Cataldo; Semeraro, Giovanni | |
| Recommender systems based on neuro-symbolic knowledge graph embeddings encoding first-order logic rules | 1-gen-2024 | Spillo, Giuseppe; Musto, Cataldo; de Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni | |
| RecSys CarbonAtor: Predicting Carbon Footprint of Recommendation System Models | 1-gen-2024 | Spillo, Giuseppe; Valerio, Alberto Gaetano; Franchini, Felice; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni | |
| See the Movie, Hear the Song, Read the Book: Extending MovieLens-1M, Last.fm-2K, and DBbook with Multimodal Data | 1-gen-2025 | Spillo, Giuseppe; Musacchio, Elio; Musto, Cataldo; De Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni | |
| Towards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Algorithm Performances | 1-gen-2024 | Spillo, Giuseppe; De Filippo, Allegra; Musto, Cataldo; Milano, Michela; Semeraro, Giovanni | |
| Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint | 1-gen-2023 | Spillo, G.; De Filippo, A.; Musto, C.; Milano, M.; Semeraro, G. |