Title :
Multidimensional ontology modelling ??? A robust methodology for managing complex and heterogeneous petroleum digital ecosystems
Author :
Nimmagadda, Shastri L. ; Dreher, Heinz V.
Author_Institution :
Sch. of Inf. Syst., CBS Curtin Univ. WA, Perth, WA, Australia
Abstract :
Ontologies are described for elements, processes and chains of petroleum systems. Sedimentary basins, comprising of multiple petroleum systems are simulated in an integrated framework in which domain ontologies are integrated to generate a metadata. Several data views are generated from various data mining schemes. Domain knowledge is interpreted from these data views for decision support systems.
Keywords :
data mining; decision support systems; ecology; meta data; ontologies (artificial intelligence); petroleum industry; complex petroleum digital ecosystems; data mining scheme; decision support system; domain knowledge; domain ontology; heterogeneous petroleum digital ecosystems; metadata; multidimensional ontology modelling; multiple petroleum system; robust methodology; sedimentary basins; Business; Context; Data mining; Data models; Ontologies; Petroleum; Reservoirs; Heterogeneous and Multidimensional Data; Ontologies; Petroleum Digital Ecosystems;
Conference_Titel :
Industrial Informatics (INDIN), 2014 12th IEEE International Conference on
Conference_Location :
Porto Alegre
DOI :
10.1109/INDIN.2014.6945605
