IRMA-International.org: Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Ontology-Based Data Warehousing and Mining Approaches in Petroleum Industries

Ontology-Based Data Warehousing and Mining Approaches in Petroleum Industries
View Sample PDF
Author(s): Shastri L. Nimmagadda (Kuwait Gulf Oil Company, Kuwait) and Heinz Dreher (Curtin University of Technology, Australia)
Copyright: 2008
Pages: 26
Source title: Data Mining with Ontologies: Implementations, Findings, and Frameworks
Source Author(s)/Editor(s): Hector Oscar Nigro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina), Sandra Elizabeth Gonzalez Cisaro (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina) and Daniel Hugo Xodo (Universidad Nacional del Centro de la Provincia de Buenos Aires, Argentina)
DOI: 10.4018/978-1-59904-618-1.ch011

Purchase

View Ontology-Based Data Warehousing and Mining Approaches in Petroleum Industries on the publisher's website for pricing and purchasing information.

Abstract

Several issues of database organization of petroleum industries have been highlighted. Complex geo-spatial heterogeneous data structures complicate the accessibility and presentation of data in petroleum 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 data structures, 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 mapping and thus interpret knowledge models for making million dollar financial decisions.

Related Content

. © 2021. 37 pages.
. © 2021. 14 pages.
. © 2021. 31 pages.
. © 2021. 21 pages.
. © 2021. 15 pages.
. © 2021. 13 pages.
. © 2021. 5 pages.
Body Bottom