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
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;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6947491
