Relating personality types with user preferences in multiple entertainment domains
Entity
UAM. Departamento de Ingeniería InformáticaPublisher
Shlomo Berkovsky; Eelco Herder; Pasquale Lops; Olga C. SantosDate
2013Citation
UMAP 2013: Extended Proceedings Late-Breaking Results, Project Papers and Workshop Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization. Ed. Shlomo Berkovsky, Eelco Herder, Pasquale Lops, Olga C. Santos. CEUR Workshop Proceedings, Volumen 997, 2013ISSN
1613-0073Funded by
This work was supported by the Spanish Government (TIN2011-28538-C02) and the Regional Government of Madrid (S2009TIC-1542). The authors sincerely thank the members of myPersonality project for their kind attention and help on downloading and processing the provided data.Project
Comunidad de Madrid. S2009/TIC-1542/MA2VICMREditor's Version
http://ceur-ws.org/Vol-997/Subjects
Types of personality; User profiles; Personalization; Cross domains; InformáticaNote
Also published online by CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)Late-Breaking Results, Project Papers and Workshop Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization, UMAP 2013
Rights
© 2013 The author/sAbstract
We present a preliminary study on the relations between personality
types and user preferences in multiple entertainment domains, namely movies,
TV shows, music, and books. We analyze a total of 53,226 Facebook user
profiles composed of both personality scores (openness, conscientiousness,
extraversion, agreeableness, neuroticism) from the Five Factor model, and
explicit interests about 16 genres in each of the above domains. As a result of
our analysis, we extract personality-based user stereotypes and association rules
for some of the considered domain genres, and infer similarities of personality
types related to genres in different domains.
Files in this item
Google Scholar:Cantador Gutiérrez, Iván
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Fernández-Tobías, Ignacio
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Bellogin Kouki, Alejandro
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