Show simple item record

dc.contributor.authorNimmagadda, Shastri
dc.contributor.authorDreher, Heinz
dc.contributor.editorJohn Wang
dc.identifier.citationNimmagadda, Shastri and Dreher, Heinz. 2008. Ontology-based data warehousing and mining approaches in petroleum industries, in John Wang (ed), Data warehousing and mining: concepts, methodologies, tools and applications. pp. 1901-1925. Hershey, New York and London, UK: Information Science Reference (an imprint of IGI Global).

Several issues of database organization of petroleum industries have been highlighted. Complexgeo-spatial heterogeneous data structures complicate the accessibility and presentation of data inpetroleum industries. Objectives of the current research are to integrate the data from different sources and connecting them intelligently. Data warehousing approach supported by ontology, has been described for effective data mining of petroleum data sources. Petroleum ontology framework,narrating the conceptualization of petroleum ontology and methodological architectural views, has been described. Ontology based data warehousing with fine-grained multidimensional datastructures, facilitate to mining and visualization of data patterns, trends, and correlations, hidden under massive volumes of data.Data structural designs and implementations deduced, through ontology supportive data warehousing approaches, will enable the researchers in commercial organizations, such as, the one of Western Australian petroleum industries, for knowledge mappingand thus interpret knowledge models for making million dollar financial decisions.

dc.publisherInformation Science Reference (an imprint of IGI Global)
dc.subjectmethodological architectural views
dc.subjectComplex geo-spatial heterogeneous
dc.titleOntology-based data warehousing and mining approaches in petroleum industries
dc.typeBook Chapter
dcterms.source.titleData warehousing and mining: concepts, methodologies, tools and applications
dcterms.source.placeHershey, New York and London, UK
curtin.accessStatusFulltext not available
curtin.facultyCurtin Business School
curtin.facultySchool of Information Systems

Files in this item


This item appears in the following Collection(s)

Show simple item record