Abstract | ||
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We propose methods for unsupervised learning of text profiles for music from unstructured text obtained from the web. The profiles can be used for classifica- tion, recommendation, and understanding, and may be used in conjunction with existing methods such as au- dio analysis and collaborative filtering to improve per- formance. A formal method for analyzing the quality of the learned profiles is given, and results indicate that they perform well when used to find similar artists. |
Year | Venue | Field |
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2002 | ICMC | Metadata,Information retrieval,Computer science |
DocType | Citations | PageRank |
Conference | 68 | 11.17 |
References | Authors | |
8 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Brian Whitman | 1 | 250 | 26.88 |
Steve Lawrence | 2 | 6194 | 872.30 |