Knowledge is the lifeblood for a plethora of applications such as search, recommender systems and natural language understanding. Thanks to the efforts in the fields of Semantic Web and Linked Open Data a growing number of interlinked knowledge bases are supporting the development of advanced knowledge-based applications. Unfortunately, for a large number of domain-specific applications, these knowledge bases are unavailable. In this paper, we present a resource consisting of a large knowledge graph linking the Italian cultural heritage entities (defined in the ArCo ontology) with the concepts defined on well-known knowledge bases (i.e., DBpedia and the Getty GVP ontology). We describe the methodologies adopted for the semi-automatic resource creation and provide an in-depth analysis of the resulting interlinked graph.

A Large Interlinked Knowledge Graph of the Italian Cultural Heritage / Faralli, Stefano; Lenzi, Andrea; Velardi, Paola. - (2022). (Intervento presentato al convegno Thirteenth Language Resources and Evaluation Conference tenutosi a Marseille, France).

A Large Interlinked Knowledge Graph of the Italian Cultural Heritage

Stefano Faralli;Paola Velardi
2022

Abstract

Knowledge is the lifeblood for a plethora of applications such as search, recommender systems and natural language understanding. Thanks to the efforts in the fields of Semantic Web and Linked Open Data a growing number of interlinked knowledge bases are supporting the development of advanced knowledge-based applications. Unfortunately, for a large number of domain-specific applications, these knowledge bases are unavailable. In this paper, we present a resource consisting of a large knowledge graph linking the Italian cultural heritage entities (defined in the ArCo ontology) with the concepts defined on well-known knowledge bases (i.e., DBpedia and the Getty GVP ontology). We describe the methodologies adopted for the semi-automatic resource creation and provide an in-depth analysis of the resulting interlinked graph.
2022
Thirteenth Language Resources and Evaluation Conference
knowledge base, cultural heritage, knowledge graphs, neural learning
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
A Large Interlinked Knowledge Graph of the Italian Cultural Heritage / Faralli, Stefano; Lenzi, Andrea; Velardi, Paola. - (2022). (Intervento presentato al convegno Thirteenth Language Resources and Evaluation Conference tenutosi a Marseille, France).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1662593
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