Antonio Ferrara

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 41

Top Topics

Rank Aggregation

Pairwise Comparisons

Recommender Systems

Top Venues

Publications

Antonio Ferrara, Francesco Bonchi, Francesco Fabbri, Fariba Karimi, Claudia Wagner
Bias-aware ranking from pairwise comparisons. Data Min. Knowl. Discov. 38 (4) (2024)
José M. Álvarez, Alejandra Bringas Colmenarejo, Alaa Elobaid, Simone Fabbrizzi, Miriam Fahimi, Antonio Ferrara, Siamak Ghodsi, Carlos Mougan, Ioanna Papageorgiou, Paula Reyero Lobo, Mayra Russo, Kristen M. Scott, Laura State, Xuan Zhao, Salvatore Ruggieri
Policy advice and best practices on bias and fairness in AI. Ethics Inf. Technol. 26 (2) (2024)
Salvatore Bufi, Alberto Carlo Maria Mancino, Antonio Ferrara, Daniele Malitesta, Tommaso Di Noia, Eugenio Di Sciascio
KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering. CoRR (2024)
Chiara Balestra, Antonio Ferrara, Emmanuel Müller
FairMC Fair-Markov Chain Rank Aggregation Methods. DaWaK (2024)
Antonio Ferrara, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs. Trans. Recomm. Syst. 1 (4) (2023)
Valeria Cioffi, Lucia Luciana Mosca, Enrico Moretto, Roberta Stanzione, Ottavio Ragozzino, Giovanni Salonia, Claudia Montanari, Oliviero Rossi, Claudio Billi, Paolo Quattrini, Alexander Lommatzsch, Antonio Ferrara, Stefano Crispino, Elena Gigante, Mariano Pizzimenti, Roberta Melis, Efisio Temporin, Nelson Mauro Maldonato, Raffaele Sperandeo
Hypothesis for Describing a Case of Gestalt Psychotherapy Using the Network and Process Model Approach with Reference to RDoC. CogInfoCom (2023)
Vincenzo Paparella, Alberto Carlo Maria Mancino, Antonio Ferrara, Claudio Pomo, Vito Walter Anelli, Tommaso Di Noia
Knowledge Graph Datasets for Recommendation. KaRS@RecSys (2023)
Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Tommaso Di Noia, Antonio Ferrara
An Out-of-the-Box Application for Reproducible Graph Collaborative Filtering extending the Elliot Framework. UMAP (Adjunct Publication) (2023)
Guglielmo Faggioli, Antonio Ferrara, Franco Maria Nardini, Nicola Tonellotto
Report on the 13th Italian Information Retrieval Workshop (IIR 2023). SIGIR Forum 57 (2) (2023)
Carlos Mougan, Laura State, Antonio Ferrara, Salvatore Ruggieri, Steffen Staab
Demographic Parity Inspector: Fairness Audits via the Explanation Space. CoRR (2023)
Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys (2023)
Alberto Carlo Maria Mancino, Antonio Ferrara, Salvatore Bufi, Daniele Malitesta, Tommaso Di Noia, Eugenio Di Sciascio
KGTORe: Tailored Recommendations through Knowledge-aware GNN Models. RecSys (2023)
Paula Reyero Lobo, Joseph Kwarteng, Mayra Russo, Miriam Fahimi, Kristen M. Scott, Antonio Ferrara, Indira Sen, Miriam Fernández
A Multidisciplinary Lens of Bias in Hate Speech. ASONAM (2023)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs. SEBD (2022)
Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys (2022)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Daniele Malitesta, Claudio Pomo
How Neighborhood Exploration influences Novelty and Diversity in Graph Collaborative Filtering. MORS@RecSys (2022)
Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco M. Donini, Eugenio Di Sciascio, Tommaso Di Noia
The Challenging Reproducibility Task in Recommender Systems Research between Traditional and Deep Learning Models. SEBD (2022)
Antonio Ferrara, Lisette Espín-Noboa, Fariba Karimi, Claudia Wagner
Link recommendations: Their impact on network structure and minorities. CoRR (2022)
Emanuel Kulczycki, Ying Huang, Alesia A. Zuccala, Tim C. E. Engels, Antonio Ferrara, Raf Guns, Janne Pölönen, Gunnar Sivertsen, Zehra Taskin, Lin Zhang
Uses of the Journal Impact Factor in national journal rankings in China and Europe. J. Assoc. Inf. Sci. Technol. 73 (12) (2022)
Antonio Ferrara, Lisette Espin Noboa, Fariba Karimi, Claudia Wagner
Link recommendations: Their impact on network structure and minorities. WebSci (2022)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Daniele Malitesta, Claudio Pomo
Reshaping Graph Recommendation with Edge Graph Collaborative Filtering and Customer Reviews. DL4SR@CIKM (2022)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Addressing Privacy in Recommender Systems with Federated Learning. IIR (2022)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
User-controlled federated matrix factorization for recommender systems. J. Intell. Inf. Syst. 58 (2) (2022)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
FedeRank: User Controlled Feedback with Federated Recommender Systems. ECIR (1) (2021)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs. RecSys (2021)
Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Eugenio Di Sciascio, Tommaso Di Noia
How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation. IIR (2021)
Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco M. Donini, Tommaso Di Noia
Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. CoRR (2021)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs. CoRR (2021)
Vito Walter Anelli, Luca Belli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci, Claudio Pomo
Pursuing Privacy in Recommender Systems: the View of Users and Researchers from Regulations to Applications. RecSys (2021)
Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia
V-Elliot: Design, Evaluate and Tune Visual Recommender Systems. RecSys (2021)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
Federated Recommender Systems with Learning to Rank. SEBD (2021)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Sparse Embeddings for Recommender Systems with Knowledge Graphs. IIR (2021)
Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia
Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. SIGIR (2021)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
How to put users in control of their data in federated top-N recommendation with learning to rank. SAC (2021)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
FedeRank: User Controlled Feedback with Federated Recommender Systems. CoRR (2020)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
Prioritized Multi-Criteria Federated Learning. CoRR (2020)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
Prioritized multi-criteria federated learning. Intelligenza Artificiale 14 (2) (2020)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
How to Put Users in Control of their Data via Federated Pair-Wise Recommendation. CoRR (2020)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
Towards Effective Device-Aware Federated Learning. CoRR (2019)
Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
Towards Effective Device-Aware Federated Learning. AI*IA (2019)
Antonio Ferrara, Carmela Anna Nappi, Francesca Pentassuglio
Changing publication practices: the case of Social Sciences and Humanities. ISSI (2019)
Andrea Bonaccorsi, Tindaro Cicero, Antonio Ferrara, Marco Malgarini
Journal ratings as predictors of articles quality in Arts, Humanities and Social Sciences: an analysis based on the Italian Research Evaluation Exercise. F1000Research 4 (2015)