Inferring Semantic Facets of a Music Folksonomy with Wikipedia

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Inferring Semantic Facets of a Music Folksonomy with Wikipedia - scientific work related to Wikipedia quality published in 2013, written by Mohamed Sordo, Fabien Gouyon, Luís Sarmento, Òscar Celma and Xavier Serra.

Overview

Music folksonomies include both general and detailed descriptions of music, and are usually continuously updated. These are significant advantages over music taxonomies, which tend to be incomplete and inconsistent. However, music folksonomies have an inherent loose and open semantics, which hampers their use in many applications, such as structured music browsing and recommendation. In this paper, authors present a system that can (1) automatically obtain a set of semantic facets underlying the folksonomy of the social music website Last.fm, and (2) categorize Last.fm tags with respect to the obtained facets. The semantic facets are anchored upon the structure of Wikipedia, a dynamic repository of universal knowledge.

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