Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins
Exploration (including seismic) data exhibit a high degree of heterogeneity, sequence identity, structural similarity, especially a similarity in elements and processes that are unique to petroleum systems of South East Asia. Existing approaches have limitations in capturing and integrating petroleu...
| Main Authors: | , |
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| Format: | Conference Paper |
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EAGE
2012
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| Online Access: | http://www.earthdoc.org/publication/publicationdetails/?publication=66453 http://hdl.handle.net/20.500.11937/31384 |
| _version_ | 1848753365553512448 |
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| author | Nimmagadda, Shastri Dreher, Heinz |
| author2 | Not available |
| author_facet | Not available Nimmagadda, Shastri Dreher, Heinz |
| author_sort | Nimmagadda, Shastri |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Exploration (including seismic) data exhibit a high degree of heterogeneity, sequence identity, structural similarity, especially a similarity in elements and processes that are unique to petroleum systems of South East Asia. Existing approaches have limitations in capturing and integrating petroleum data. An alternative method uses ontologies and does not rely on keywords or similarity metrics. Conceptual framework of Petroleum Ontology is to promote reuse of concepts and a set of algebraic operators for querying petroleum ontology instances. This ontology-base fine grained multidimensional data structuring adapts to warehouse metadata modeling. Data integration process facilitated to metadata models, which are deduced for Indonesian sedimentary basins, is useful for data mining and subsequent data interpretation including geological knowledge mapping purposes. |
| first_indexed | 2025-11-14T08:23:22Z |
| format | Conference Paper |
| id | curtin-20.500.11937-31384 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T08:23:22Z |
| publishDate | 2012 |
| publisher | EAGE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-313842017-01-30T13:25:05Z Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins Nimmagadda, Shastri Dreher, Heinz Not available Exploration (including seismic) data exhibit a high degree of heterogeneity, sequence identity, structural similarity, especially a similarity in elements and processes that are unique to petroleum systems of South East Asia. Existing approaches have limitations in capturing and integrating petroleum data. An alternative method uses ontologies and does not rely on keywords or similarity metrics. Conceptual framework of Petroleum Ontology is to promote reuse of concepts and a set of algebraic operators for querying petroleum ontology instances. This ontology-base fine grained multidimensional data structuring adapts to warehouse metadata modeling. Data integration process facilitated to metadata models, which are deduced for Indonesian sedimentary basins, is useful for data mining and subsequent data interpretation including geological knowledge mapping purposes. 2012 Conference Paper http://hdl.handle.net/20.500.11937/31384 http://www.earthdoc.org/publication/publicationdetails/?publication=66453 EAGE restricted |
| spellingShingle | Nimmagadda, Shastri Dreher, Heinz Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins |
| title | Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins |
| title_full | Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins |
| title_fullStr | Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins |
| title_full_unstemmed | Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins |
| title_short | Data Integration Methodologies for Effective Management and Data Mining of Petroleum Systems of south east Asian Basins |
| title_sort | data integration methodologies for effective management and data mining of petroleum systems of south east asian basins |
| url | http://www.earthdoc.org/publication/publicationdetails/?publication=66453 http://hdl.handle.net/20.500.11937/31384 |