Pomo, Claudio
Pomo, Claudio
Dipartimento di Ingegneria Elettrica e dell'Informazione
Ricercatori a tempo determinato
0000-0001-5206-3909
A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph
2024-01-01 Malitesta, D.; Pomo, C.; Anelli, V. W.; Mancino, A. C. M.; Di Noia, T.; Di Sciascio, E.
A qualitative analysis of knowledge graphs in recommendation scenarios through semantics-aware autoencoders
2024-01-01 Bellini, Vito; Di Sciascio, Eugenio; Donini, Francesco Maria; Pomo, Claudio; Ragone, Azzurra; Schiavone, Angelo
An Out-of-the-Box Application for Reproducible Graph Collaborative Filtering extending the Elliot Framework
2023-01-01 Malitesta, D.; Pomo, C.; Anelli, V. W.; Di Noia, T.; Ferrara, A.
Auditing Consumer- and Producer-Fairness in Graph Collaborative Filtering
2023-01-01 Anelli, V. W.; Deldjoo, Y.; Di Noia, T.; Malitesta, D.; Paparella, V.; Pomo, C.
Auditing fairness under unawareness through counterfactual reasoning
2023-01-01 Cornacchia, Giandomenico; Anelli, Vito Walter; Biancofiore, Giovanni Maria; Narducci, Fedelucio; Pomo, Claudio; Ragone, Azzurra; Di Sciascio, Eugenio
Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis
2023-01-01 Anelli, V. W.; Malitesta, D.; Pomo, C.; Bellogin, A.; Di Sciascio, E.; Di Noia, T.
Conversational recommendation: Theoretical model and complexity analysis
2022-01-01 Di Noia, Tommaso; Donini, Francesco Maria; Jannach, Dietmar; Narducci, Fedelucio; Pomo, Claudio
DIVAN: Deep-Interest Virality-Aware Network to Exploit Temporal Dynamics in News Recommendation
2024-01-01 Ferrara, Antonio; Valentini, Marco; Masciullo, Paolo; De Candia, Antonio; Abbattista, Davide; Fusco, Riccardo; Pomo, Claudio; Anelli, Vito Walter; Biancofiore, Giovanni Maria; Boratto, Ludovico; Narducci, Fedelucio
Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
2021-01-01 Anelli, Vito Walter; Bellogin, Alejandro; Ferrara, Antonio; Malitesta, Daniele; Merra, Felice Antonio; Pomo, Claudio; Maria Donini, Francesco; Di Noia, Tommaso
Examining Fairness in Graph-Based Collaborative Filtering: A Consumer and Producer Perspective
2023-01-01 Di Palma, D.; Anelli, V. W.; Malitesta, D.; Paparella, V.; Pomo, C.; Deldjoo, Y.; Di Noia, T.
Explanation in Multi-Stakeholder Recommendation for Enterprise Decision Support Systems
2021-01-01 Cornacchia, G.; Donini, F. M.; Narducci, F.; Pomo, C.; Ragone, A.
Formalizing Multimedia Recommendation through Multimodal Deep Learning
2024-01-01 Malitesta, Daniele; Cornacchia, Giandomenico; Pomo, Claudio; Merra, Felice Antonio; Di Noia, Tommaso; Di Sciascio, Eugenio
GUapp: A Conversational Agent for Job Recommendation for the Italian Public Administration
2020-01-01 Bellini, Vito; Biancofiore, Giovanni Maria; Di Noia, Tommaso; Di Sciascio, Eugenio; Narducci, Fedelucio; Pomo, Claudio
How Neighborhood Exploration influences Novelty and Diversity in Graph Collaborative Filtering
2022-01-01 Anelli, V. W.; Deldjoo, Y.; Di Noia, T.; Di Sciascio, E.; Ferrara, A.; Malitesta, D.; Pomo, C.
How to perform reproducible experiments in the ELLIOT recommendation framework: Data processing, model selection, and performance evaluation
2021-01-01 Anelli, V. W.; Bellogin, A.; Ferrara, A.; Malitesta, D.; Merra, F. A.; Pomo, C.; Donini, F. M.; Di Sciascio, E.; Di Noia, T.
Knowledge Graph Datasets for Recommendation
2023-01-01 Paparella, V.; Mancino, A. C. M.; Ferrara, A.; Pomo, C.; Anelli, V. W.; Di Noia, T.
On fast prototyping LoRaWAN: A cheap and open platform for daily experiments
2018-01-01 Pulpito, Mariano; Fornarelli, Paolo; Pomo, Claudio; Boccadoro, Pietro; Grieco, Luigi Alfredo
On the discriminative power of hyper-parameters in cross-validation and how to choose them
2019-01-01 Anelli, Vito Walter; Di Noia, Tommaso; Di Sciascio, Eugenio; Pomo, Claudio; Ragone, Azzurra
Pursuing Privacy in Recommender Systems: the Viewof Users and Researchers from Regulations to Applications
2021-01-01 Anelli, Vw; Belli, L; Deldjoo, Y; Di Noia, T; Ferrara, A; Narducci, F; Pomo, C
Reenvisioning the comparison between Neural Collaborative Filtering and Matrix Factorization
2021-01-01 Anelli, Vito Walter; Bellogín, Alejandro; Di Noia, Tommaso; Pomo, Claudio