Title :
Multi-granularities approximate method for obtaining qualitative spatial relations
Author :
Wang, Sheng-sheng ; Wang, Xin-ying ; Liu, Da-you
Author_Institution :
Key Lab. of symbolic Comput. & knowledge Eng. of Minist. of Educ., Jilin Univ., Changchun
Abstract :
Qualitative spatial relations are widely used in spatial description logics, spatial ontologies and other applications. Efficient method to obtain qualitative spatial relations from traditional GIS has not been discussed in previous literatures. We give an efficient method for calculating qualitative spatial relations. We propose the multi-granularities approximate representation of GIS objects which requires less process time. Then some algorithms are proposed to calculate the spatial relations based on multi-granularities approximate region. The analysis and test result all show that our method supports complex and integrated spatial relations and require less process time than traditional spatial query.
Keywords :
geographic information systems; ontologies (artificial intelligence); semantic Web; spatial reasoning; GIS objects; Geographical Information System; multigranularities approximate method; multigranularities approximate region; qualitative spatial reasoning; qualitative spatial relations; semantic Web; spatial description logics; spatial ontologies; Computer science; Cybernetics; Educational institutions; Educational technology; Geographic Information Systems; Logic; Machine learning; Ontologies; Semantic Web; Spatial databases; Multi-granularities Approximate; Qualitative Spatial Reasoning;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620610