Alessandro B. Melchiorre

Joined

February 2022

Names

Alessandro B. Melchiorre (Preferred)

Alessandro Benedetto Melchiorre

Emails

****@jku.at (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Postdoc

Johannes Kepler Universität Linz (jku.at)

2024 – 2025

PhD student

Johannes Kepler Universität Linz (jku.at)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Exploring Cross-group Discrepancies in Calibrated Popularity for Accuracy/Fairness Trade-off Optimization
Oleg Lesota, Stefan Brandl, Matthias Wenzel, Alessandro B. Melchiorre, Elisabeth Lex, Navid Rekabsaz, Markus Schedl
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- MORS@RecSys 2022
- Readers: Everyone
Explainability in Music Recommender Systems
Darius Afchar, Alessandro B. Melchiorre, Markus Schedl, Romain Hennequin, Elena V. Epure, Manuel Moussallam
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- AI Mag. 2022
- Readers: Everyone
EmoMTB: Emotion-aware Music Tower Blocks
Alessandro B. Melchiorre, David Penz, Christian Ganhör, Oleg Lesota, Vasco Fragoso, Florian Friztl, Emilia Parada-Cabaleiro, Franz Schubert, Markus Schedl
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICMR 2022
- Readers: Everyone
ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations
Alessandro B. Melchiorre, Navid Rekabsaz, Christian Ganhör, Markus Schedl
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- RecSys 2022
- Readers: Everyone
Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?
Oleg Lesota, Alessandro B. Melchiorre, Navid Rekabsaz, Stefan Brandl, Dominik Kowald, Elisabeth Lex, Markus Schedl
- 2021 (modified: 15 Nov 2021)
- RecSys 2021
- Readers: Everyone
Investigating gender fairness of recommendation algorithms in the music domain
Alessandro B. Melchiorre, Navid Rekabsaz, Emilia Parada-Cabaleiro, Stefan Brandl, Oleg Lesota, Markus Schedl
- 2021 (modified: 15 Nov 2021)
- Inf. Process. Manag. 2021
- Readers: Everyone
Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?
Oleg Lesota, Alessandro B. Melchiorre, Navid Rekabsaz, Stefan Brandl, Dominik Kowald, Elisabeth Lex, Markus Schedl
- 2021 (modified: 15 Nov 2021)
- CoRR 2021
- Readers: Everyone
LEMONS: Listenable Explanations for Music recOmmeNder Systems
Alessandro B. Melchiorre, Verena Haunschmid, Markus Schedl, Gerhard Widmer
- 2021 (modified: 03 Feb 2022)
- ECIR (2) 2021
- Readers: Everyone
Pandemics, music, and collective sentiment: evidence from the outbreak of COVID-19
Meijun Liu, Eva Zangerle, Xiao Hu, Alessandro B. Melchiorre, Markus Schedl
- 2020 (modified: 03 Feb 2022)
- ISMIR 2020
- Readers: Everyone
Personality Correlates of Music Audio Preferences for Modelling Music Listeners
Alessandro B. Melchiorre, Markus Schedl
- 2020 (modified: 03 Feb 2022)
- UMAP 2020
- Readers: Everyone

View all 11 publications