DocumentCode
263430
Title
Emotion Profile-Based Music Recommendation
Author
Yu Hao Chin ; Szu Hsien Lin ; Chang Hong Lin ; Siahaan, Ernestasia ; Frisky, Aufaclav ; Jia Ching Wang
Author_Institution
Dept. of Comput. Sci. & Inf. Eng., Nat. Central Univ., Jhongli, Taiwan
fYear
2014
fDate
12-14 July 2014
Firstpage
111
Lastpage
114
Abstract
In this paper, we propose an emotion profile based music recommendation system. In the proposed algorithm, two emotion profiles are constructed using decision value in support vector machine (SVM), and based on short term and long term features respectively. The recognized emotion, emotion profile, and personal historical query results are fed into the recommendation module to generate the recommended music list.
Keywords
emotion recognition; music; recommender systems; support vector machines; decision value; emotion profile based music recommendation system; emotion recognition; historical query; long term feature; short term feature; support vector machine; Databases; Emotion recognition; Feature extraction; Multiple signal classification; Music; Recommender systems; Support vector machines; Emotion profile; music emotion recognition; music recommendation system;
fLanguage
English
Publisher
ieee
Conference_Titel
Ubi-Media Computing and Workshops (UMEDIA), 2014 7th International Conference on
Conference_Location
Ulaanbaatar
Print_ISBN
978-1-4799-4267-1
Type
conf
DOI
10.1109/U-MEDIA.2014.32
Filename
6916335
Link To Document