Title :
Enhance Knowledge Management Process for Group Decision Making
Author :
Irfan, Rizwana ; Uddin-Shaikh, Maqbool
Author_Institution :
Dept of Comput. Sci., COMSATS Inst. of Inf. Technol., Pakistan
Abstract :
Knowledge can be mined to make new knowledge, and rules which can be organized and presented for decision making. Data and knowledge coming from heterogeneous sources and formats are required to be efficiently extracted, transformed and stored for decision making. The information about different architecture and tools available in the literature could not handle extraction, transformation and storing heterogeneous data or knowledge completely, which are acquired from different sources. The proposed method provides qualitative approach for enhancing the existing conceptual model for knowledge processing to do transformation. Modified knowledge management process will transform the heterogeneous data in to a uniform format; it can be further integrated in expert warehouse concept.
Keywords :
data mining; data warehouses; decision making; knowledge acquisition; knowledge management; data extraction; data mining; expert warehouse concept; group decision making; knowledge extraction; knowledge management process; knowledge structuring processes; Computer applications; Data mining; Data warehouses; Databases; Decision making; Design methodology; Humans; Information retrieval; Knowledge management; Warehousing; Data Warehouse; Expert system; Inference Mechanism; Knowledge Refinement; Knowledge Warehouse; Transformation layer; and Transformation function;
Conference_Titel :
Computer Engineering and Applications (ICCEA), 2010 Second International Conference on
Conference_Location :
Bali Island
Print_ISBN :
978-1-4244-6079-3
Electronic_ISBN :
978-1-4244-6080-9
DOI :
10.1109/ICCEA.2010.21