Author

Alessandro B. Melchiorre

Observed names: Alessandro Melchiorre, Melchiorre, Alessandro, Melchiorre, Alessandro B., Melchiorre, Alessandro Benedetto

Institution: Criteo (France)

Observed institutions: Johannes Kepler University of Linz, 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 · 149

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Explainability in music recommender systems

2022 · Darius Afchar, Alessandro B. Melchiorre, et al. · AI Magazine · 77

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Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?

2021 · Oleg Lesota, Alessandro Melchiorre, et al. · 68

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Personality Bias of Music Recommendation Algorithms

2020 · Alessandro B. Melchiorre, Eva Zangerle, et al. · 48

ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations

2022 · Alessandro B. Melchiorre, Navid Rekabsaz, et al. · ACM Conference on Recommender Systems (RecSys) · 38

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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 · 33

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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) · 33

LEMONS: Listenable Explanations for Music recOmmeNder Systems

2021 · Alessandro B. Melchiorre, Verena Haunschmid, et al. · Lecture notes in computer science · 10

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation

2025 · Alessandro B. Melchiorre, Elena V. Epure, et al. · 5

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

First International Workshop on Data Quality-Aware Multimodal Recommendation (DaQuaMRec)

2025 · Claudio Pomo, Dietmar Jannach, et al. · 2

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) · 2

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SPRIG: Semantic-ID-enhanced Paths for Knowledge Graph-based Generative Recommendation

2026 · Hangoebl, Justin, Moscati, Marta, et al. · arXiv (Cornell University)

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Mitigating Gender Bias in Job Ranking Systems Using Job Advertisement Neutrality

2025 · Deepak Kumar, Shahed Masoudian, et al.

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Works count: 16

Citation count: 473

H-index: 8

I10-index: 8