Representing complex knowledge for exploration and recommendation: The case of classical music information

Lisena, Pasquale; Troncy, Raphaël
Book chapter in "Applications and Practices in Ontology Design, Extraction, and Reasoning". Studies on the Semantic Web Series (SSWS), Volume 49, IOSPress, December 2020

In Digital Humanities, one of the main challenge consists in capturing the structure of complex information in data models and ontologies, in particular when connections between terms are not trivial. This is typically the case for librarian music data. In this chapter, we provide some good practices for representing complex knowledge using
the DOREMUS ontology as an exemplary case. We also show various applications of a Knowledge Graph leveraging on the ontology, ranging from an exploratory search engine, a recommender system and a conversational agent enabling to answer classical music questions.

DOI
Type:
Book
Date:
2020-11-17
Department:
Data Science
Eurecom Ref:
6404
Copyright:
© IOS Press. Personal use of this material is permitted. The definitive version of this paper was published in Book chapter in "Applications and Practices in Ontology Design, Extraction, and Reasoning". Studies on the Semantic Web Series (SSWS), Volume 49, IOSPress, December 2020 and is available at : http://doi.org/10.3233/SSW200038

PERMALINK : https://www.eurecom.fr/publication/6404