A music recommendation system with consideration of personal emotion

Chuan Yu Chang, Chun Yen Lo, Chi Jane Wang, Pau Choo Chung

研究成果: Conference contribution

19 引文 斯高帕斯(Scopus)

摘要

Emotions evoked by were analyzed. An estimation of the correlation coefficient was applied to determine features of music that evoke an emotion. These features were then used to train two support vector machines (SVMs) for an individual subject to classify music that evokes happiness, anger, sadness, and peacefulness. The proposed approach can be used to classify music that evokes an emotion and to build a personal emotion-cognitive music recommendation system for an individual subject. Experiment results show the effectiveness of the proposed approach.

原文English
主出版物標題ICS 2010 - International Computer Symposium
頁面18-23
頁數6
DOIs
出版狀態Published - 2010
事件2010 International Computer Symposium, ICS 2010 - Tainan, Taiwan
持續時間: 2010 12月 162010 12月 18

出版系列

名字ICS 2010 - International Computer Symposium

Other

Other2010 International Computer Symposium, ICS 2010
國家/地區Taiwan
城市Tainan
期間10-12-1610-12-18

All Science Journal Classification (ASJC) codes

  • 電腦科學(全部)

指紋

深入研究「A music recommendation system with consideration of personal emotion」主題。共同形成了獨特的指紋。

引用此