Ecole d'ingénieur et centre de recherche en Sciences du numérique

Modeling the complexity of music metadata in semantic graphs for exploration and discovery

Lisena, Pasquale; Troncy, Raphaël; Todorov, Konstantin; Achichi, Manel

DLFM 2017, 4th International Workshop on Digital Libraries for Musicology, 28 October 2017, Shangai, China

Representing and retrieving fine-grained information related to something as complex as music composition, recording and performance is a challenging activity. OEis complexity requires that the data model enables to describe di,erent outcomes of the creative process, from the writing of the score, to its performance and publishing. In this paper, we show how we design the DOREMUS ontology as an extension of the FRBRoo model in order to represent music metadata coming from di,erent libraries and cultural institutions and how we publish this data as RDF graphs. We designed and re-used several controlled vocabularies that provide common identi€ers that overcome the di,erences in language and alternative forms of needed concepts. OEese graphs are interlinked to each other and to external resources on the Web of Data. We show how these graphs can be walked through for designing a web-based application providing an exploratory search engine for presenting complex music metadata to the end-user. Finally, we demonstrate how this model and this exploratory application is suitable for answering non-trivial questions collected from experts and is a €rst step towards a fully NLGedged recommendation engine.

Document Doi Bibtex

Titre:Modeling the complexity of music metadata in semantic graphs for exploration and discovery
Mots Clés:Ontology, FRBRoo, Music Metadata, Linked Data, Data Interlinking
Type:Conférence
Langue:English
Ville:Shanghai
Pays:CHINE
Date:
Département:Data Science
Eurecom ref:5307
Copyright: © ACM, 2017. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in DLFM 2017, 4th International Workshop on Digital Libraries for Musicology, 28 October 2017, Shangai, China http://dx.doi.org/10.1145/3144749.3144754
Bibtex: @inproceedings{EURECOM+5307, doi = {http://dx.doi.org/10.1145/3144749.3144754}, year = {2017}, title = {{M}odeling the complexity of music metadata in semantic graphs for exploration and discovery}, author = {{L}isena, {P}asquale and {T}roncy, {R}apha{\"e}l and {T}odorov, {K}onstantin and {A}chichi, {M}anel}, booktitle = {{DLFM} 2017, 4th {I}nternational {W}orkshop on {D}igital {L}ibraries for {M}usicology, 28 {O}ctober 2017, {S}hangai, {C}hina}, address = {{S}hanghai, {CHINE}}, month = {10}, url = {http://www.eurecom.fr/publication/5307} }
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