Syndicate
Using Audio Analysis and Network Structure to Identify Communities in On-line Social Networks of Artists
| Publication Type | Conference Paper | |
| Author | Kurt Jacobson | |
| Secondary Author | Ben Fields; Mark Sandler | |
| Year of Publication | 2008 | |
| Conference Name | ISMIR | |
| Date Published | 08/2008 | |
| Conference Location | Philidelphia, USA | |
| Key Words | MySpace; community detection; audio similarity; complex networks | |
| Abstract | Community detection methods from complex network theory are applied to a subset of the Myspace artist network to identify groups of similar artists. Methods based on the greedy optimization of modularity and random walks are used. In a second iteration, inter-artist audio-based similarity scores are used as input to enhance these community detection methods. The resulting community structures are evaluated using a collection of artist-assigned genre tags. | |
| URL | http://ismir2008.ismir.net/papers/ISMIR2008_118.pdf | |
| Citation Key | 10 |