Title :
Construction of geo-ontology knowledge base about spatial relations
Author :
Zhang, Xue ; Xu, Jun
Author_Institution :
State Key Lab. of Resources Environ. Inf. Syst., Chinese Acad. of Sci., Beijing, China
fDate :
June 29 2011-July 1 2011
Abstract :
The spatial relation analysis, query and reasoning in current geographic information systems usually generalize geographic objects into geometric points, lines and polygons. However, in the real world and human´s cognition, geographic objects are not simply geometric objects but spatially distributed objects with geographic semantics. If the geographic entities belong to different types, we may use different words to describe their spatial relationship although their shapes and geometric relationships are exactly the same. Aiming at above phenomenon, this paper analyzes what kinds of semantic information are involved in spatial relationship descriptions and queries. Based on the semantic analysis of geographic relations, an ontological knowledge base is established to store the knowledge of spatial relations between geographic objects. The knowledge base is implemented with Protégé and OWL, and finally is connected to the spatial relation query system.
Keywords :
cognition; geographic information systems; knowledge representation languages; query processing; semantic networks; spatial reasoning; OWL; cognition; geographic information systems; geographic objects; geographic semantics; geometric points; knowledge base; semantic information; spatial relation analysis; spatial relation query; Cognition; Knowledge based systems; Lakes; Ontologies; Rivers; Roads; Semantics; OWL; Spatial relations; geographic ontology; geographic semantic; knowledge base;
Conference_Titel :
Spatial Data Mining and Geographical Knowledge Services (ICSDM), 2011 IEEE International Conference on
Conference_Location :
Fuzhou
Print_ISBN :
978-1-4244-8352-5
DOI :
10.1109/ICSDM.2011.5969038