20 years of playlists: A statistical analysis on popularity and diversity
Mostra el registre complet Registre parcial de l'ítem
- dc.contributor.author Porcaro, Lorenzo
- dc.contributor.author Gómez Gutiérrez, Emilia, 1975-
- dc.date.accessioned 2019-07-02T10:26:24Z
- dc.date.available 2019-07-02T10:26:24Z
- dc.date.issued 2019
- dc.description Comunicació presentada a: 20th annual conference of the International Society for Music Information Retrieval (ISMIR) celebrart del 4 al 8 de novembre de 2019 a Delft, Països Baixos.
- dc.description.abstract Grouping songs together, according to music preferences, mood or other characteristics, is an activity which reflects personal listening behaviours and tastes. In the last two decades, due to the increasing size of music catalogue accessible and to improvements of recommendation algorithms, people have been exposed to new ways for creating playlists. In this work, through the statistical analysis of more than 400K playlists from four datasets, created in different temporal and technological contexts, we aim to understand if it is possible to extract information about the evolution of humans strategies for playlist creation. We focus our analysis on two driving concepts of the Music Information Retrieval literature: popularity and diversity.
- dc.description.sponsorship This work is partially supported by the European Commission under the TROMPA project (H2020 770376).
- dc.format.mimetype application/pdf
- dc.identifier.citation Porcaro L, Gomez E. 20 years of playlists: A statistical analysis on popularity and diversity. In: Proceedings of the 20th Conference of the International Society for Music Information Retrieval (ISMIR 2019): 2019 Nov 4-8; Delft, The Netherlands. [Canada]: ISMIR; 2019. p. 130-6.
- dc.identifier.uri http://hdl.handle.net/10230/41906
- dc.language.iso eng
- dc.publisher International Society for Music Information Retrieval (ISMIR)
- dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/770376
- dc.rights © Lorenzo Porcaro, Emilia Gomez. Licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Attribution: Lorenzo Porcaro, Emilia Gomez. “20 years of playlists: a statistical analysis on popularity and diversity”, 20th International Society for Music Information Retrieval Conference, Delft, The Netherlands, 2019.
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.rights.uri https://creativecommons.org/licenses/by/4.0/
- dc.title 20 years of playlists: A statistical analysis on popularity and diversity
- dc.type info:eu-repo/semantics/conferenceObject
- dc.type.version info:eu-repo/semantics/publishedVersion