Title :
Spatio-temporal reasoning and query of agricultural geographic information based on geo-ontology and SWRL
Author :
Huang, Yongqi ; Deng, Gaoyan ; Zhao, Zhui ; Wu, Xiaochun
Author_Institution :
Politics & Law Sch., Huanggang Normal Univ., Huanggang, China
Abstract :
This paper brings forth building spatio-temporal reasoning architecture and spatio-temporal query system based on adopting geo-ontology to represent spatio-temporal information knowledge and employing SWRL rules to express spatio-temporal reasoning rules. When carrying through spatiotemporal reasoning this paper adopts Jess to be a reasoner, which is the core of the whole architecture. Before carrying through reasoning this paper transforms geo-ontology and SWRL rules into fact base and rule base of Jess. After carrying through reasoning this paper uses obtained new facts to update original geo-ontology. In spatio-temporal query system this paper adopts input interface employing geo-ontology to conduct query requirement, and divides spatio-temporal query into three levels such as ordinary spatio-temporal query, simple spatio-temporal query based on semantics and complicated spatio-temporal query based on semantics. Under the background of experiment system of digital tobacco 3S, this paper develops spatio-temporal query architecture of agricultural geographic information based on geo-ontology and SWRL spatio-temporal reasoning rules. Through comparing and analyzing experiment result, this paper points out that spatio-temporal reasoning and spatio-temporal query based on geo-ontology and SWRL rules are future development orientation of spatio-temporal query of agricultural geographical information. The experiment case can provide powerful support for decision-making and management of planting tobacco.
Keywords :
agriculture; decision making; geographic information systems; ontologies (artificial intelligence); semantic networks; spatiotemporal phenomena; SWRL rules; agricultural geographic information query; decision making; digital tobacco 3S; geoontology; semantics; spatio-temporal query system; spatio-temporal reasoning architecture; tobacco planting management; Cognition; Engines; Geographic Information Systems; Knowledge based systems; OWL; Ontologies; Semantics; Geo-ontology; Jess Reasoner; SWRL; Spatio-temporal Query; Spatio-temporal Reasoning;
Conference_Titel :
Geoinformatics, 2010 18th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-7301-4
DOI :
10.1109/GEOINFORMATICS.2010.5567877