Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-10485
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Main Title: Popular Music as Entertainment Communication: How Perceived Semantic Expression Explains Liking of Previously Unknown Music
Author(s): Lepa, Steffen
Steffens, Jochen
Herzog, Martin
Egermann, Hauke
Type: Article
Language Code: en
Abstract: Our contribution addresses popular music as essential part of media entertainment offerings. Prior works explained liking for specific music titles in ‘push scenarios’ (radio programs, music recommendation, curated playlists) by either drawing on personal genre preferences, or on findings about ‘cognitive side effects’ leading to a preference drift towards familiar and society-wide popular tracks. However, both approaches do not satisfactorily explain why previously unknown music is liked. To address this, we hypothesise that unknown music is liked the more it is perceived as emotionally and semantically expressive, a notion based on concepts from media entertainment research and popular music studies. By a secondary analysis of existing data from an EU-funded R&D project, we demonstrate that this approach is more successful in predicting 10000 listeners’ liking ratings regarding 549 tracks from different genres than all hitherto theories combined. We further show that major expression dimensions are perceived relatively homogeneous across different sociodemographic groups and countries. Finally, we exhibit that music is such a stable, non-verbal sign-carrier that a machine learning model drawing on automatic audio signal analysis is successfully able to predict significant proportions of variance in musical meaning decoding.
URI: https://depositonce.tu-berlin.de/handle/11303/11596
http://dx.doi.org/10.14279/depositonce-10485
Issue Date: 13-Aug-2020
Date Available: 25-Aug-2020
DDC Class: 780 Musik
Subject(s): entertainment
genre preferences
musical expression
music preferences
musical taste
popular music
push scenarios
semantics
Sponsor/Funder: EC/H2020/688122/EU/Artist-to-Business-to-Business-to-Consumer Audio Branding System/ABC DJ
License: https://creativecommons.org/licenses/by/4.0/
Journal Title: Media and Communication
Publisher: Cogitatio Press
Publisher Place: Lisbon
Volume: 8
Issue: 3
Publisher DOI: 10.17645/mac.v8i3.3153
Page Start: 191
Page End: 204
EISSN: 2183-2439
Appears in Collections:FG Audiokommunikation » Publications

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