Name
Title | ||
|---|---|---|
Using Audio Analysis and Network Structure to Identify Communities in On-Line Social Networks of Artists |
Abstract | ||
|---|---|---|
Community detection methods from complex network the- ory 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 simi- larity 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. Evidence suggesting the Myspace artist network structure is closely related to musical genre is presented and a Semantic Web service for accessing this structure is described. |
Year | Venue | Keywords |
|---|---|---|
2008 | ISMIR 2013 | random walk,audio analysis,community structure,complex network,social network |
Field | DocType | Citations |
Greedy optimization,World Wide Web,Social network,Random walk,Musical,Computer science,Audio analyzer,Complex network,Modularity,Network structure | Conference | 8 |
PageRank | References | Authors |
0.57 | 13 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Kurt Jacobson | 1 | 47 | 4.66 |
| Mark B. Sandler | 2 | 383 | 50.83 |
| Ben Fields | 3 | 75 | 4.95 |