Emotion profile-based music recommendation

Yu Hao Chin, Szu Hsien Lin, Chang Hong Lin, Ernestasia Siahaan, Aufaclav Frisky, Jia Ching Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

7 Scopus citations

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.

Original languageEnglish
Title of host publicationProceedings - 2014 7th International Conference on Ubi-Media Computing and Workshops, U-MEDIA 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages111-114
Number of pages4
ISBN (Electronic)9781479942664
DOIs
StatePublished - 3 Oct 2014
Event2014 7th International Conference on Ubi-Media Computing and Workshops, U-MEDIA 2014 - Ulaanbaatar, Mongolia
Duration: 12 Jul 201414 Jul 2014

Publication series

NameProceedings - 2014 7th International Conference on Ubi-Media Computing and Workshops, U-MEDIA 2014

Conference

Conference2014 7th International Conference on Ubi-Media Computing and Workshops, U-MEDIA 2014
Country/TerritoryMongolia
CityUlaanbaatar
Period12/07/1414/07/14

Keywords

  • Emotion profile
  • music emotion recognition
  • music recommendation system

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