Title :
Ontology based framework for semantic resolution of geospatial query
Author :
Bhattacharjee, Sangeeta ; Prasad, R. Raghu ; Dwivedi, Atul ; Dasgupta, Avirup ; Ghosh, Soumya K.
Author_Institution :
Sch. of Inf. Technol., Indian Inst. of Technol., Kharagpur, Kharagpur, India
Abstract :
Increasing availability of geospatial data provides exceptional opportunities in knowledge creation and distribution. For the discovery of suitable data sources, keyword based search in the catalogue becomes inaccurate. The main reason behind this is the existing semantic heterogeneity in the database schema, deployed by different service providers. It necessitates the semantic management of the spatial catalogues. This paper presents an ontology based approach which is useful to create and manage catalogues semantically, hence resolving the semantic heterogeneity between geospatial repositories and incompatibility with spatial queries. Further, there is no standard available for semantic searching of the spatial catalogue till date. It will enhance the data extraction process by providing semantic meaning to the spatial catalogue.
Keywords :
database management systems; geographic information systems; ontologies (artificial intelligence); query processing; data extraction process; database schema; geospatial data; geospatial query; geospatial repositories; keyword based search; knowledge creation; knowledge distribution; ontology based framework; semantic heterogeneity; semantic resolution; spatial catalogue semantic management; Buildings; Cognition; Geospatial analysis; Ontologies; Semantics; Standards; Description Logic; Geographic Information System; Ontology; Semantic Heterogeneity;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location :
Kochi
Print_ISBN :
978-1-4673-5117-1
DOI :
10.1109/ISDA.2012.6416578