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DNALS : A Recommendation Algorithm Based on Chinese Vocabulary Emotion Analysis of Songs
Chengzhou Fu,Weiquan Zeng,Yong Tang,Lingxiao Chen,Jingmin Wei 보안공학연구지원센터 2016 International Journal of u- and e- Service, Scienc Vol.9 No.9
The lyrics play important roles in emotion expression of songs, as well as the emotion words of the lyrics reveal the emotion theme of songs. By extracting the lyrics’ emotion information, this paper uses songs’ emotion themes as the recommended standard. We get all kinds of emotion information extraction coefficient combining emotion gene sequences of lyrics which named DNALS (DNA for Lyrics of Songs), and then put forward the DNALS recommendation algorithm based on emotion analysis. By analyzing the emotion information of user’s historical music data, we recommend to the user a list of songs with similar themes emotion, so as to help the users to find songs for mood.