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Giuseppe Spillo
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 12
Top Topics
Symbolic Knowledge
Graph Representation
Context Aware Preferences
Logical Rules
Top Venues
UMAP
RecSys
CoRR
CLiC-it
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Publications
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Alessandro Petruzzelli
,
Alessandro Francesco Maria Martina
,
Giuseppe Spillo
,
Cataldo Musto
,
Marco de Gemmis
,
Pasquale Lops
,
Giovanni Semeraro
Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings.
UMAP
(2024)
Cataldo Musto
,
Giuseppe Spillo
,
Giovanni Semeraro
Harnessing distributional semantics to build context-aware justifications for recommender systems.
User Model. User Adapt. Interact.
34 (3) (2024)
Giuseppe Spillo
,
Francesco Bottalico
,
Cataldo Musto
,
Marco de Gemmis
,
Pasquale Lops
,
Giovanni Semeraro
Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks.
UMAP
(2024)
Giuseppe Spillo
,
Cataldo Musto
,
Marco Polignano
,
Pasquale Lops
,
Marco de Gemmis
,
Giovanni Semeraro
Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations.
UMAP
(2023)
Giuseppe Spillo
Knowledge-Aware Recommender Systems based on Multi-Modal Information Sources.
RecSys
(2023)
Giuseppe Spillo
Combining Heterogeneous Embeddings for Knowledge-Aware Recommendation Models.
UMAP
(2023)
Giuseppe Spillo
,
Allegra De Filippo
,
Cataldo Musto
,
Michela Milano
,
Giovanni Semeraro
Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint.
RecSys
(2023)
Giuseppe Spillo
,
Cataldo Musto
,
Marco de Gemmis
,
Pasquale Lops
,
Giovanni Semeraro
Exploiting Neuro-Symbolic Graph Embeddings based on First-Order Logical Rules for Knowledge-aware Recommendations.
DP@AI*IA
(2022)
Marco Antonio Stranisci
,
Giuseppe Spillo
,
Cataldo Musto
,
Viviana Patti
,
Rossana Damiano
The URW-KG: a Resource for Tackling the Underrepresentation of non-Western Writers.
CoRR
(2022)
Giuseppe Spillo
,
Cataldo Musto
,
Marco de Gemmis
,
Pasquale Lops
,
Giovanni Semeraro
Knowledge-aware Recommendations Based on Neuro-Symbolic Graph Embeddings and First-Order Logical Rules.
RecSys
(2022)
Giuseppe Spillo
,
Cataldo Musto
,
Marco de Gemmis
,
Pasquale Lops
,
Giovanni Semeraro
Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems.
CLiC-it
(2020)
Cataldo Musto
,
Giuseppe Spillo
,
Marco de Gemmis
,
Pasquale Lops
,
Giovanni Semeraro
Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems.
IntRS@RecSys
(2020)