FUKG: answering flexible queries over knowledge graphs
Yagüe, José Félix ; Huitzil, Ignacio (Universidad de Zaragoza) ; Bobed, Carlos (Universidad de Zaragoza) ; Bobillo, Fernando (Universidad de Zaragoza)
Resumen: Purpose: There is an increasing interest in the use of knowledge graphs to represent real-world knowledge and a common need to manage imprecise knowledge in many real-world applications. This paper aims to study approaches to solve flexible queries over knowledge graphs. Design/methodology/approach: By introducing fuzzy logic in the query answering process, the authors are able to obtain a novel algorithm to solve flexible queries over knowledge graphs. This approach is implemented in the FUzzy Knowledge Graphs system, a software tool with an intuitive user-graphical interface. Findings: This approach makes it possible to reuse semantic web standards (RDF, SPARQL and OWL 2) and builds a fuzzy layer on top of them. The application to a use case shows that the system can aggregate information in different ways by selecting different fusion operators and adapting to different user needs. Originality/value: This approach is more general than similar previous works in the literature and provides a specific way to represent the flexible restrictions (using fuzzy OWL 2 datatypes).
Idioma: Inglés
DOI: 10.1108/EL-02-2023-0052
Año: 2023
Publicado en: Electronic library 42, 3 (2023), 368-392
ISSN: 0264-0473
Factor impacto JCR: 1.5 (2023)
Categ. JCR: INFORMATION SCIENCE & LIBRARY SCIENCE rank: 70 / 161 = 0.435 (2023) - Q2 - T2
Factor impacto CITESCORE: 4.2 - Library and Information Sciences (Q1) - Computer Science Applications (Q2)
Factor impacto SCIMAGO: 0.447 - Library and Information Sciences (Q2) - Computer Science Applications (Q3)
Financiación: info:eu-repo/grantAgreement/ES/AEI/PID2020-113903RB-I00
Tipo y forma: Article (PostPrint)
Área (Departamento): Área Lenguajes y Sistemas Inf. (Dpto. Informát.Ingenie.Sistms.)
You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not use the material for commercial purposes.
Exportado de SIDERAL (2025-01-24-14:49:07)
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Idioma: Inglés
DOI: 10.1108/EL-02-2023-0052
Año: 2023
Publicado en: Electronic library 42, 3 (2023), 368-392
ISSN: 0264-0473
Factor impacto JCR: 1.5 (2023)
Categ. JCR: INFORMATION SCIENCE & LIBRARY SCIENCE rank: 70 / 161 = 0.435 (2023) - Q2 - T2
Factor impacto CITESCORE: 4.2 - Library and Information Sciences (Q1) - Computer Science Applications (Q2)
Factor impacto SCIMAGO: 0.447 - Library and Information Sciences (Q2) - Computer Science Applications (Q3)
Financiación: info:eu-repo/grantAgreement/ES/AEI/PID2020-113903RB-I00
Tipo y forma: Article (PostPrint)
Área (Departamento): Área Lenguajes y Sistemas Inf. (Dpto. Informát.Ingenie.Sistms.)
You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not use the material for commercial purposes. Exportado de SIDERAL (2025-01-24-14:49:07)
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Articles > Artículos por área > Lenguajes y Sistemas Informáticos
Record created 2025-01-24, last modified 2025-01-24