Minimalistic fuzzy ontology reasoning: An application to Building Information Modeling
Huitzil, Ignacio ; Molina-Solana, Miguel ; Gómez-Romero, Juan ; Bobillo, Fernando (Universidad de Zaragoza)
Resumen: This paper presents a minimalistic reasoning algorithm to solve imprecise instance retrieval in fuzzy ontologies with application to querying Building Information Models (BIMs)—a knowledge representation formalism used in the construction industry. Our proposal is based on a novel lossless reduction of fuzzy to crisp reasoning tasks, which can be processed by any Description Logics reasoner. We implemented the minimalistic reasoning algorithm and performed an empirical evaluation of its performance in several tasks: interoperation with classical reasoners (Hermit and TrOWL), initialization time (comparing TrOWL and a SPARQL engine), and use of different data structures (hash tables, databases, and programming interfaces). We show that our software can efficiently solve very expressive queries not available nowadays in regular or semantic BIMs tools.
Idioma: Inglés
DOI: 10.1016/j.asoc.2021.107158
Año: 2021
Publicado en: APPLIED SOFT COMPUTING 103 (2021), 107158 [15 pp.]
ISSN: 1568-4946
Factor impacto JCR: 8.263 (2021)
Categ. JCR: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS rank: 11 / 112 = 0.098 (2021) - Q1 - T1
Categ. JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE rank: 23 / 145 = 0.159 (2021) - Q1 - T1
Factor impacto CITESCORE: 12.4 - Computer Science (Q1)
Factor impacto SCIMAGO: 1.959 - Software (Q1)
Financiación: info:eu-repo/grantAgreement/ES/AEI-FEDER/TIN2016-78011-C4-3-R
Tipo y forma: Article (Published version)
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. If you remix, transform, or build upon the material, you may not distribute the modified material.
Exportado de SIDERAL (2025-01-28-14:57:23)
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Idioma: Inglés
DOI: 10.1016/j.asoc.2021.107158
Año: 2021
Publicado en: APPLIED SOFT COMPUTING 103 (2021), 107158 [15 pp.]
ISSN: 1568-4946
Factor impacto JCR: 8.263 (2021)
Categ. JCR: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS rank: 11 / 112 = 0.098 (2021) - Q1 - T1
Categ. JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE rank: 23 / 145 = 0.159 (2021) - Q1 - T1
Factor impacto CITESCORE: 12.4 - Computer Science (Q1)
Factor impacto SCIMAGO: 1.959 - Software (Q1)
Financiación: info:eu-repo/grantAgreement/ES/AEI-FEDER/TIN2016-78011-C4-3-R
Tipo y forma: Article (Published version)
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. If you remix, transform, or build upon the material, you may not distribute the modified material. Exportado de SIDERAL (2025-01-28-14:57:23)
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Record created 2025-01-28, last modified 2025-01-28