Welcome to the UPF Digital Repository

Music recommendation diversity: a tentative framework and preliminary results

Show simple item record

dc.contributor.author Porcaro, Lorenzo
dc.contributor.author Castillo, Carlos
dc.contributor.author Gómez Gutiérrez, Emilia, 1975-
dc.date.accessioned 2019-12-05T12:06:52Z
dc.date.available 2019-12-05T12:06:52Z
dc.date.issued 2019
dc.identifier.citation Porcaro L, Castillo C, Gomez E. Music recommendation diversity: a tentative framework and preliminary results. In: Miron M, editor. Proceedings of the 1st Workshop on Designing Human-Centric Music Information Research Systems; 2019 2 Nov; Delft, The Netherlands. [Delft: ISMIR]; 2019. p. 11-15.
dc.identifier.uri http://hdl.handle.net/10230/43113
dc.description Comunicació presentada al 1st Workshop on Designing Human-Centric MIR Systems celebrat el 2 de novembre de 2019 a Delft, Països Baixos, en el marc del 20th annual conference of the International Society for Music Information Retrieval (ISMIR).
dc.description.abstract Music recommendations are increasingly part of the listening experience of people all over the world, especially in the context of streaming services. In this scenario, recommender systems’ role is to help users in finding music that can fit their interests and tastes. However, Westerncentric perspectives in systems’ design are often subject to criticisms because of their power of reinforcing already existing cultural bias and therefore potentially impacting negatively on the music distribution mechanisms. In our research proposal, we aim to address the problem of assessing the impact of music recommendation diversity, or the lack thereof. This requires 1) the formalization of a working definition of diversity in the music field 2) the development of evaluation practices for estimating diversity in the context of music recommender systems 3) the observation of emerging impact due to music recommendation diversity 4) the proposal of countermeasures for mitigating negative or reinforcing positive impact observed. Basing on already known consequences of information technologies in political, economic and social areas, our goal is to understand the cultural impact that music recommender systems can have on our society.
dc.description.sponsorship This work is partially supported by the European Commission under the TROMPA project (H2020 770376).
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher International Society for Music Information Retrieval (ISMIR)
dc.relation.ispartof Miron M, editor. Proceedings of the 1st Workshop on Designing Human-Centric Music Information Research Systems; 2019 2 Nov; Delft, The Netherlands. [Delft: ISMIR]; 2019.
dc.rights © Lorenzo Porcaro, Carlos Castillo, Emilia Gomez. Licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Attribution: Lorenzo Porcaro, Carlos Castillo, Emilia Gomez. “Music Recommendation Diversity: A Tentative Framework and Preliminary Results”, 1st Workshop on Designing Human-Centric MIR Systems, 20th International Society for Music Information Retrieval Conference, Delft, The Netherlands, 2019.
dc.rights.uri https://creativecommons.org/licenses/by/4.0/
dc.title Music recommendation diversity: a tentative framework and preliminary results
dc.type info:eu-repo/semantics/conferenceObject
dc.subject.keyword Music Recommender Systems
dc.subject.keyword Evaluation
dc.subject.keyword Diversity
dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/770376
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion

Thumbnail

This item appears in the following Collection(s)

Show simple item record

Search DSpace


Advanced Search

Browse

My Account

Statistics

Compliant to Partaking