Title :
Data warehouse structuring methodologies for efficient mining of Western Australian petroleum data sources
Author :
Nimmagadda, Shastri L. ; Dreher, Heinz ; Rudra, Amit
Author_Institution :
Sch. of Inf. Syst., Curtin Univ. of Technol., Perth, WA, Australia
Abstract :
Representing the knowledge domain of a petroleum system is a complex problem. In the present study, logical modelling of shared attributes of resources industry entities (dimensions or objects) has been used for construction of a dynamic and time-variant metadata model. This work demonstrates effectiveness of multidimensional data modelling for petroleum industry, which will be further investigated for fine-grain data presentation and interpretation for quality knowledge discovery.
Keywords :
data mining; data warehouses; distributed databases; meta data; petroleum industry; Western Australian petroleum data sources; data warehouse structuring methodology; dynamic metadata model; knowledge discovery; multidimensional data modelling; petroleum industry; time-variant metadata model; Australia; Companies; Construction industry; Data mining; Data warehouses; Information systems; Multidimensional systems; Petroleum industry; Production; Warehousing;
Conference_Titel :
Industrial Informatics, 2005. INDIN '05. 2005 3rd IEEE International Conference on
Print_ISBN :
0-7803-9094-6
DOI :
10.1109/INDIN.2005.1560446
