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 :
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