Searching in a library or book catalog is a recurrent task for researchers and common users alike. Thanks to semantic enrichment techniques, such as named-entity recognition and linking, texts may be automatically associated with entities in some reference knowledge graph(s). The association of a corpus of texts with a knowledge graph opens up the way to searching/exploring using novel paradigms. We present a pipeline that uses semantic enrichment and knowledge graph visualization techniques to enable the semantic exploration of an existing text corpus. The pipeline is meant to be ready for use and consists of existing free software tools and free software code contributed by us. We are developing and testing the pipeline on the field, by using it to access the catalog of a bookstore specialized in ancient Rome history.

A Streamlined Pipeline to Enable the Semantic Exploration of a Bookstore / Ceriani, Miguel; Bernasconi, Eleonora; Mecella, Massimo. - 1177:(2020), pp. 75-81. (Intervento presentato al convegno 16th Italian Research Conference on Digital Libraries, IRCDL 2020 tenutosi a Bari; Italy) [10.1007/978-3-030-39905-4_8].

A Streamlined Pipeline to Enable the Semantic Exploration of a Bookstore

Eleonora Bernasconi
Secondo
;
Massimo Mecella
Ultimo
2020

Abstract

Searching in a library or book catalog is a recurrent task for researchers and common users alike. Thanks to semantic enrichment techniques, such as named-entity recognition and linking, texts may be automatically associated with entities in some reference knowledge graph(s). The association of a corpus of texts with a knowledge graph opens up the way to searching/exploring using novel paradigms. We present a pipeline that uses semantic enrichment and knowledge graph visualization techniques to enable the semantic exploration of an existing text corpus. The pipeline is meant to be ready for use and consists of existing free software tools and free software code contributed by us. We are developing and testing the pipeline on the field, by using it to access the catalog of a bookstore specialized in ancient Rome history.
2020
16th Italian Research Conference on Digital Libraries, IRCDL 2020
Semantic enrichment; Knowledge graph; Book catalog; Semantic web; Linked data; Pipeline;
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
A Streamlined Pipeline to Enable the Semantic Exploration of a Bookstore / Ceriani, Miguel; Bernasconi, Eleonora; Mecella, Massimo. - 1177:(2020), pp. 75-81. (Intervento presentato al convegno 16th Italian Research Conference on Digital Libraries, IRCDL 2020 tenutosi a Bari; Italy) [10.1007/978-3-030-39905-4_8].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1355855
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