Music recommendation using text analysis on song requests to radio stations
作者:
Highlights:
• We model a music recommendation system purely based on text analysis.
• We compare two text analysis algorithms using various data sets.
• There is close correlation between document similarity and song similarity.
• People sharing similar situational information prefer similar music.
摘要
•We model a music recommendation system purely based on text analysis.•We compare two text analysis algorithms using various data sets.•There is close correlation between document similarity and song similarity.•People sharing similar situational information prefer similar music.
论文关键词:Music recommendation,Text mining,Song-document association,Latent Semantic Analysis,Probabilistic Latent Semantic Analysis
论文评审过程:Available online 23 October 2013.
论文官网地址:https://doi.org/10.1016/j.eswa.2013.10.035