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The Music Meta Ontology: a flexible semantic model for the interoperability of music metadata

Authors :
de Berardinis, Jacopo
Carriero, Valentina Anita
Meroño-Peñuela, Albert
Poltronieri, Andrea
Presutti, Valentina
Source :
Proceedings of the the 24th International Society for Music Information Retrieval Conference, ISMIR 2023
Publication Year :
2023

Abstract

The semantic description of music metadata is a key requirement for the creation of music datasets that can be aligned, integrated, and accessed for information retrieval and knowledge discovery. It is nonetheless an open challenge due to the complexity of musical concepts arising from different genres, styles, and periods -- standing to benefit from a lingua franca to accommodate various stakeholders (musicologists, librarians, data engineers, etc.). To initiate this transition, we introduce the Music Meta ontology, a rich and flexible semantic model to describe music metadata related to artists, compositions, performances, recordings, and links. We follow eXtreme Design methodologies and best practices for data engineering, to reflect the perspectives and the requirements of various stakeholders into the design of the model, while leveraging ontology design patterns and accounting for provenance at different levels (claims, links). After presenting the main features of Music Meta, we provide a first evaluation of the model, alignments to other schema (Music Ontology, DOREMUS, Wikidata), and support for data transformation.

Details

Database :
arXiv
Journal :
Proceedings of the the 24th International Society for Music Information Retrieval Conference, ISMIR 2023
Publication Type :
Report
Accession number :
edsarx.2311.03942
Document Type :
Working Paper