Semi Automatic Construction of ShEx and ...
Type de document :
Pré-publication ou Document de travail
Titre :
Semi Automatic Construction of ShEx and SHACL Schemas
Auteur(s) :
Boneva, Iovka [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Dusart, Jérémie [Auteur]
Linking Dynamic Data [LINKS]
Fernández Alvarez, Daniel [Auteur]
Universidad de Oviedo = University of Oviedo
Labra Gayo, Jose Emilio [Auteur]
Universidad de Oviedo = University of Oviedo
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Dusart, Jérémie [Auteur]
Linking Dynamic Data [LINKS]
Fernández Alvarez, Daniel [Auteur]
Universidad de Oviedo = University of Oviedo
Labra Gayo, Jose Emilio [Auteur]
Universidad de Oviedo = University of Oviedo
Mot(s)-clé(s) en anglais :
RDF validation
SHACL
ShEx
RDF data quality
LOD usability
Wikidata
SHACL
ShEx
RDF data quality
LOD usability
Wikidata
Discipline(s) HAL :
Informatique [cs]
Informatique [cs]/Web
Informatique [cs]/Base de données [cs.DB]
Informatique [cs]/Web
Informatique [cs]/Base de données [cs.DB]
Résumé en anglais : [en]
We present a method for the construction of SHACL or ShEx constraints for an existing RDF dataset. It has two components that are used conjointly: an algorithm for automatic schema construction, and an interactive workflow ...
Lire la suite >We present a method for the construction of SHACL or ShEx constraints for an existing RDF dataset. It has two components that are used conjointly: an algorithm for automatic schema construction, and an interactive workflow for editing the schema. The schema construction algorithm takes as input sets of sample nodes and constructs a shape constraint for every sample set. It can be parametrized by a schema pattern that defines structural requirements for the schema to be constructed. Schema patterns are also used to feed the algorithm with relevant information about the dataset coming from a domain expert or from some ontology. The interactive workflow provides useful information about the dataset, shows validation results w.r.t. the schema under construction, and offers schema editing operations that combined with the schema construction algorithm allow to build a complex ShEx or SHACL schema.Lire moins >
Lire la suite >We present a method for the construction of SHACL or ShEx constraints for an existing RDF dataset. It has two components that are used conjointly: an algorithm for automatic schema construction, and an interactive workflow for editing the schema. The schema construction algorithm takes as input sets of sample nodes and constructs a shape constraint for every sample set. It can be parametrized by a schema pattern that defines structural requirements for the schema to be constructed. Schema patterns are also used to feed the algorithm with relevant information about the dataset coming from a domain expert or from some ontology. The interactive workflow provides useful information about the dataset, shows validation results w.r.t. the schema under construction, and offers schema editing operations that combined with the schema construction algorithm allow to build a complex ShEx or SHACL schema.Lire moins >
Langue :
Anglais
Collections :
Source :
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