DocumentCode
1720881
Title
Implementation and analysis of mood-based music recommendation system
Author
Junghyun Kim ; Seungjae Lee ; WonYoung Yoo
Author_Institution
Content Res. Div., ETRI, Daejeon, South Korea
fYear
2013
Firstpage
740
Lastpage
743
Abstract
This paper presents probability based music mood model and implementation of music recommendation system using the mood model. We implement three types of mood-based music recommendation players, for PC and mobile devices, and web. We make users´ satisfaction test through web-based music recommendation service for three months. This paper shows analysis result of users´ satisfaction and mood reappearance test after listening to music, two months apart.
Keywords
Internet; mobile computing; music; recommender systems; PC; Web-based music recommendation service; mobile devices; mood reappearance test; mood-based music recommendation system; probability based music mood model; user satisfaction; Mood; arousal-valence; music mood; recommendation;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Communication Technology (ICACT), 2013 15th International Conference on
Conference_Location
PyeongChang
ISSN
1738-9445
Print_ISBN
978-1-4673-3148-7
Type
conf
Filename
6488291
Link To Document