Title :
Research on Representation of Geographic Spatio-temporal Information and Spatio-temporal Reasoning Rules Based on Geo-ontology and SWRL
Author :
Huang, Yongqi ; Deng, Gaoyan
Author_Institution :
Politics & Law Sch., Huanggang Normal Univ., Huanggang, China
Abstract :
Spatial reasoning has gradually become a research hotspot in some domains such as GIS and spatio-temporal database. At present many spatio-temporal methods put forward by scholars are methods based on logic or algebra by and large, and researches on formalization representation and reasoning of geographic spatio-temporal knowledge are few. Geo-ontology researches detailed connotations and hierarchy relationships of concepts of geographic spatial information in the geoinformatics domain and offers semantic annotations of concepts. Semantic and spatio-temporal relationships can fuse into geo-ontology and form knowledge base of geo-ontology. But OWL, an ontology representation language, canpsilat describe determining and reasoning rules of spatio-temporal relationships owing on account of its limitation. At the same time SWRL can make up the deficiency of OWL, which implements the combination of Horn-like rules and OWL knowledge base by adopting highly abstract syntax to express knowledge represented by OWL ontology. This paper does a research on adopting geo-ontology to represent semantic and spatio-temporal relationships and applying SWRL to express spatio-temporal rules, which lays the solid foundation of spatio-temporal reasoning.
Keywords :
geographic information systems; knowledge based systems; knowledge representation languages; ontologies (artificial intelligence); GIS; Horn-like rules; OWL knowledge base; SWRL; abstract syntax; algebra; concept semantic annotations; formalization representation; geo-ontology; geographic spatio-temporal information; geographic spatio-temporal knowledge reasoning; geoinformatics domain; knowledge representation; logic; ontology representation language; spatio-temporal database; spatio-temporal reasoning rules; Algebra; Fuses; Geographic Information Systems; Information analysis; Logic functions; OWL; Ontologies; Semantic Web; Spatiotemporal phenomena; Vocabulary; Geo-ontology; SWRL; Semantic Relationship; Spatio-temporal Reasoning; Spatio-temporal Relationship;
Conference_Titel :
Environmental Science and Information Application Technology, 2009. ESIAT 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3682-8
DOI :
10.1109/ESIAT.2009.181