Potential relationship discovery in tag-aware music style clustering and artist social networks

Dingding Wang, Mitsunori Ogihara

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

With the rapid growth of music information and data in today's ever changing world, exploring and analyzing music style has become more and more difficult. Traditional content-based methods for music style analysis and newly emerged tag-based methods usually assume music items are independent of each other. However, in real world applications, do there exist some relationships among them. In this paper, we construct the social relation graph among different music artists by extracting the friendship information from social media such as Twitter, and incorporate the generated social networking graph into tag-based music style clustering. Experiments on real data show the effectiveness of this novel integration of different information sources.

Original languageEnglish (US)
Title of host publicationProceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011
Pages435-440
Number of pages6
StatePublished - Dec 1 2011
Event12th International Society for Music Information Retrieval Conference, ISMIR 2011 - Miami, FL, United States
Duration: Oct 24 2011Oct 28 2011

Publication series

NameProceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011

Other

Other12th International Society for Music Information Retrieval Conference, ISMIR 2011
CountryUnited States
CityMiami, FL
Period10/24/1110/28/11

ASJC Scopus subject areas

  • Music
  • Information Systems

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  • Cite this

    Wang, D., & Ogihara, M. (2011). Potential relationship discovery in tag-aware music style clustering and artist social networks. In Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011 (pp. 435-440). (Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011).