Alessandro Petruzzelli

11 papers A 6Journal 1Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Binge Watch: Reproducible Multimodal Benchmarks Datasets for Large-Scale Movie Recommendation on MovieLens-10M and 20M.
CoRR
Giuseppe Spillo, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025 — conf
Beyond Homogeneous Users: Simulating Diverse User Personas for Conversational Recommendation Datasets.
IIR
Alessandro Francesco Maria Martina, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025 A conf
DistillRecDial: A Knowledge-Distilled Dataset Capturing User Diversity in Conversational Recommendation.
RecSys
Alessandro Francesco Maria Martina, Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2025 A conf
Empowering Recommender Systems based on Large Language Models through Knowledge Injection Techniques.
UMAP
Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops
2025 — conf
Knowledge is Power: Boosting Recommender Systems by Infusing LLMs with Domain Expertise.
IIR
Alessandro Petruzzelli, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024 — conf
HeASe: An AI-powered Framework to Promote Healthy and Sustainable Eating.
STAI@IJCAI
Alessandro Petruzzelli, Cataldo Musto, Michele Ciro Di Carlo, Giovanni Tempesta, Giovanni Semeraro
2024 A conf
Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings.
UMAP
Alessandro Petruzzelli, Alessandro Francesco Maria Martina, Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024 A conf
Instructing and Prompting Large Language Models for Explainable Cross-domain Recommendations.
RecSys
Alessandro Petruzzelli, Cataldo Musto, Lucrezia Laraspata, Ivan Rinaldi, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro
2024 A conf
Recommending Healthy and Sustainable Meals exploiting Food Retrieval and Large Language Models.
RecSys
Alessandro Petruzzelli, Cataldo Musto, Michele Ciro Di Carlo, Giovanni Tempesta, Giovanni Semeraro
2024 A conf
Towards Symbiotic Recommendations: Leveraging LLMs for Conversational Recommendation Systems.
RecSys
Alessandro Petruzzelli
2023 — conf
Symbiotic Conversational Recommender Systems: A New Approach to Improving Transparency and Persuasion (Short paper).
DC@AI*IA
Alessandro Petruzzelli