Title :
An intelligent project lifecycle data mart-based decision support system
Author :
Houari, Nora ; Far, Behrouz Homayoun
Author_Institution :
Dept. of Electr. & Comput. Eng., Calgary Univ., Alta., Canada
Abstract :
Mission critical decision making in enterprises depends heavily on intelligent systems for extracting, analyzing and interpreting information from multiple heterogeneous, distributed data and knowledge sources. It is assumed that data warehouses (DW) and data marts (DM) are required for optimized data accessibility and use. This paper discusses issues with the current DW/DM systems and propose a novel architecture based on multi-agents technology to support information and knowledge extraction over distributed data sources in order to use them in the decision making process. The proposed framework is applied to a real-world project lifecycle case, the EPC (Engineering Procurement and Construction) project.
Keywords :
data warehouses; decision making; decision support systems; enterprise resource planning; expert systems; information retrieval; knowledge acquisition; procurement; software agents; EPC project; Engineering Procurement and Construction project; data marts; data systems architecture; data use; data warehouses; decision making process; distributed data sources; distributed knowledge sources; enterprises; information analysis; information extraction; information interpretation; intelligent project lifecycle data mart-based decision support system; intelligent systems; knowledge extraction; mission critical decision making; multi-agents technology; multiple heterogeneous distributed data sources; optimized data accessibility; project lifecycle; Data mining; Data warehouses; Decision making; Decision support systems; Delta modulation; Information analysis; Information retrieval; Intelligent agent; Procurement; Warehousing;
Conference_Titel :
Electrical and Computer Engineering, 2004. Canadian Conference on
Print_ISBN :
0-7803-8253-6
DOI :
10.1109/CCECE.2004.1345217