DocumentCode :
652376
Title :
Environmental Spatio-temporal Ontology for the Linked Open Data Cloud
Author :
Morshed, A. ; Aryal, Jagannath ; Dutta, Ritaban
Author_Institution :
Intell. Sensing & Syst. Lab., CSIRO, Hobart, TAS, Australia
fYear :
2013
fDate :
16-18 July 2013
Firstpage :
1907
Lastpage :
1912
Abstract :
The rapid access of sensor technology provides both challenges and opportunities to authenticated spatiotemporal data. Authentication can be assured by developing related ontologies. Ontology explicitly specifies shared conceptualization and formal vocabularies. In this paper, we proposed an environmental spatio-temporal ontology (ESTO) using unified resource description framework (RDF) and Intelligent Environmental Knowledgebase (i-EKbase) recommendation system. Five different environmental data sources namely SILO, AWAP, ASRIS, CosmOz, and MODIS were considered to develop i-EKbase where knowledge was integrated. The recommendation system was founded on web based large scale dynamic data mining, contextual knowledge extraction, and integrated knowledge representation. The proposed ESTO was tested for optimization of the accessibility and usability issues related to big data sets and minimize the overall application costs. RDF representation made this ontology very flexible to publish on Linked Open Data Cloud environment.
Keywords :
cloud computing; ontologies (artificial intelligence); recommender systems; security of data; ESTO; RDF; authenticated spatiotemporal data; contextual knowledge extraction; data mining; environmental spatio temporal ontology; formal vocabularies; i-EKbase; integrated knowledge representation; intelligent environmental knowledgebase; linked open data cloud; recommendation system; sensor technology; unified resource description framework; Cloud computing; Databases; MODIS; Ontologies; Resource description framework; Semantics; ESTO; Linked Open Data; Metadata; RDF; Spatio-temporal Ontology; i-EKbase;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2013 12th IEEE International Conference on
Conference_Location :
Melbourne, VIC
Type :
conf
DOI :
10.1109/TrustCom.2013.279
Filename :
6681071
Link To Document :
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