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Alessandro B. Melchiorre

Observed names: Alessandro Melchiorre, Melchiorre, Alessandro, Melchiorre, Alessandro Benedetto
Institution: Criteo (France)
ORCID: 0000-0003-1643-1166
Observed ORCID: 0000-0003-1643-1166
OpenAlex ID: A5061494792
Investigating gender fairness of recommendation algorithms in the music domain
2021 · Alessandro B. Melchiorre, Navid Rekabsaz, et al. · Information Processing & Management · 166
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Explainability in music recommender systems
2022 · Darius Afchar, Alessandro B. Melchiorre, et al. · AI Magazine · 101
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Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?
2021 · Oleg Lesota, Alessandro Melchiorre, et al. · ACM Conference on Recommender Systems (RecSys) · 74
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Personality Bias of Music Recommendation Algorithms
2020 · Alessandro B. Melchiorre, Eva Zangerle, et al. · ACM Conference on Recommender Systems (RecSys) · 53
Personality Correlates of Music Audio Preferences for Modelling Music Listeners
2020 · Alessandro B. Melchiorre, Markus Schedl · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 41
Emotion-aware music tower blocks (EmoMTB ): an intelligent audiovisual interface for music discovery and recommendation
2023 · Alessandro B. Melchiorre, David Penz, et al. · International Journal of Multimedia Information Retrieval · 40
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ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations
2022 · Alessandro B. Melchiorre, Navid Rekabsaz, et al. · ACM Conference on Recommender Systems (RecSys) · 39
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LEMONS: Listenable Explanations for Music recOmmeNder Systems
2021 · Alessandro B. Melchiorre, Verena Haunschmid, et al. · Lecture notes in computer science · 11
Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation
2025 · Alessandro B. Melchiorre, Elena V. Epure, et al. · ACM Conference on Recommender Systems (RecSys) · 6
EmoMTB: Emotion-aware Music Tower Blocks
2022 · Alessandro B. Melchiorre, David Penz, et al. · International Conference on Multimedia Retrieval · 5
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Modular Debiasing of Latent User Representations in Prototype-Based Recommender Systems
2024 · Alessandro B. Melchiorre, Shahed Masoudian, et al. · Lecture notes in computer science · 3
Pandemics, music, and collective sentiment: Evidence from the outbreak of COVID-19
2020 · Meijun Liu, Zangerle, Eva, et al. · Zenodo (CERN European Organization for Nuclear Research) · 3
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First International Workshop on Data Quality-Aware Multimodal Recommendation (DaQuaMRec)
2025 · Claudio Pomo, Dietmar Jannach, et al. · ACM Conference on Recommender Systems (RecSys) · 2
SPRIG: Semantic-ID-enhanced Paths for Knowledge Graph-based Generative Recommendation
2026 · Justin Hangöbl, Marta Moscati, et al. · ACM International Conference on Information and Knowledge Management (CIKM)
Mitigating Gender Bias in Job Ranking Systems Using Job Advertisement Neutrality
2025 · Deepak Kumar, Shahed Masoudian, et al. · Workshop on NLP for Positive Impact (NLP4PI)
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Works count: 16
Citation count: 544
H-index: 8
I10-index: 8
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