FlaBase: Towards the creation of a flamenco music knowledge base

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• dc.contributor.author Oramas, Sergioca
• dc.contributor.author Gómez, Franciscoca
• dc.contributor.author Gómez Gutiérrez, Emilia, 1975-ca
• dc.contributor.author Mora, Joaquínca
• dc.date.accessioned 2017-11-30T10:42:33Z
• dc.date.available 2017-11-30T10:42:33Z
• dc.date.issued 2015
• dc.description.abstract Online information about flamenco music is scattered over different sites and knowledge bases. Unfortunately, there is no common repository that indexes all these data. In this work, information related to flamenco music is gathered from general knowledge bases (e.g., Wikipedia, DB- pedia), music encyclopedias (e.g., MusicBrainz), and specialized flamenco websites, and is then integrated into a new knowledge base called FlaBase. As resources from different data sources do not share common identifiers, a process of pair-wise entity resolution has been performed. FlaBase contains information about 1,174 artists, 76 palos (flamenco genres), 2,913 albums, 14,078 tracks, and 771 Andalusian locations. It is freely available in RDF and JSON formats. In addition, a method for entity recognition and disambiguation for FlaBase has been created. The system can recognize and disambiguate FlaBase entity refer- ences in Spanish texts with an f-measure value of 0.77. We applied it to biographical texts present in Flabase. By using the extracted information, the knowledge base is populated with relevant information and a semantic graph is created connecting the entities of FlaBase. Artists relevance is then computed over the graph and evaluated according to a flamenco expert criteria. Accuracy of results shows a high degree of quality and completeness of the knowledge base.
• dc.description.sponsorship This work was funded by the COFLA2 research project (Proyectos de Excelencia de la Junta de Andaluca, FEDER P12-TIC-1362) and the SIGMUS research project (TIN2012- 36650).
• dc.format.mimetype application/pdfca
• dc.identifier.citation Oramas S, Gómez F, Gómez E, Mora J. FlaBase: Towards the creation of a flamenco music knowledge base. In: Müller M, Wiering F, editors. ISMIR 2015. 16th International Society for Music Information Retrieval Conference; 2015 Oct 26-30; Málaga, Spain. Canada: ISMIR; 2015. p. 378-84.
• dc.identifier.uri http://hdl.handle.net/10230/33415
• dc.language.iso eng
• dc.publisher International Society for Music Information Retrieval (ISMIR)ca
• dc.relation.ispartof Müller M, Wiering F, editors. ISMIR 2015. 16th International Society for Music Information Retrieval Conference; 2015 Oct 26-30; Málaga, Spain. Canada: ISMIR; 2015.
• dc.relation.isreferencedby http://hdl.handle.net/10230/34191
• dc.relation.projectID info:eu-repo/grantAgreement/ES/3PN/TIN2012-36650
• dc.rights © Sergio Oramas, Francisco Gómez, Emilia Gómez, Joaquín Mora. Licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Attribution: Sergio Oramas, Francisco Gómez, Emilia Gómez, Joaquín Mora. “FlaBase: Towards the Creation of a Flamenco Music Knowledge Base”, 16th International Society for Music Information Retrieval Conference, 2015.
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.rights.uri https://creativecommons.org/licenses/by/4.0/
• dc.subject.keyword Flamenco
• dc.subject.keyword Information Extraction
• dc.subject.keyword Knowledge Base
• dc.subject.keyword Semantic Web
• dc.subject.keyword Music
• dc.title FlaBase: Towards the creation of a flamenco music knowledge baseca
• dc.type info:eu-repo/semantics/conferenceObject
• dc.type.version info:eu-repo/semantics/publishedVersion