Angela Di Fazio

According to our database, Angela Di Fazio authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems.

Alberto Carlo Maria Mancino, Salvatore Bufi, Angela Di Fazio, Antonio Ferrara, Daniele Malitesta, Claudio Pomo, Tommaso Di Noia

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho (D&D4Rec).

Alberto Carlo Maria Mancino, Matteo Attimonelli, Angela Di Fazio, Daniele Malitesta, Tommaso Di Noia

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

Enhancing Utility in Differentially Private Recommendation Data Release via Exponential Mechanism.

Antonio Ferrara, Angela Di Fazio, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio

Proceedings of the Advances in Information Retrieval, 2025

2024

DataRec: A Framework for Standardizing Recommendation Data Processing and Analysis.

Alberto Carlo Maria Mancino, Salvatore Bufi, Angela Di Fazio, Daniele Malitesta, Claudio Pomo, Antonio Ferrara, Tommaso Di Noia

CoRR, 2024

Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation.

Matteo Attimonelli, Danilo Danese, Angela Di Fazio, Daniele Malitesta, Claudio Pomo, Tommaso Di Noia

CoRR, 2024

Enhancing Privacy in Recommender Systems through Differential Privacy Techniques.

Angela Di Fazio

Proceedings of the 18th ACM Conference on Recommender Systems, 2024