DocumentCode
144146
Title
Analogy based similarity mining for geo-ontology matching
Author
Bharambe, Ujwala ; Durbha, S.S.
Author_Institution
Centre of Studies in Resource Eng., Indian Inst. of Technol. Bombay (IITB), Mumbai, India
fYear
2014
fDate
13-18 July 2014
Firstpage
4496
Lastpage
4499
Abstract
Recently an emerging area that focuses on mining data across domains is Cross Domain Similarity Mining and analogical reasoning for data analysis. Geospatial domain is highly interdisciplinary with methods that incorporate multiple other domains; this research focuses on analogy reasoning using geo-ontology matching. Here a framework is proposed for analogy reasoning. Using an example of road networks, it is explained how analogy can be formulated and transferable and learnable patterns are generated.
Keywords
data analysis; data mining; geophysical techniques; geophysics computing; ontologies (artificial intelligence); roads; analogical reasoning; analogy based similarity mining; cross domain similarity mining; data analysis; geoontology matching; geospatial domain; road networks; Cognition; Context; Data mining; Floods; Geospatial analysis; Ontologies; Semantics; Cross domain Similarity Mining. Analogical Reasoning; Ontology; Ontology Matching;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location
Quebec City, QC
Type
conf
DOI
10.1109/IGARSS.2014.6947491
Filename
6947491
Link To Document