Title :
IDM: an intelligent software agent based data mining environment
Author :
Bose, Ranjit ; Sugumaran, Vijayan
Author_Institution :
Sch. of Manage., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
To remain competitive, managers are increasingly depending on intelligent systems for accessing, analyzing, summarizing, and interpreting information from large and multiple data sources. These systems help make critical business decisions faster or with a greater degree of confidence. Data mining is a promising new technology that can bring business intelligence into these systems. This paper provides an overview of data mining, and the design and development of an intelligent software agent based data mining environment called IDM
Keywords :
business data processing; data mining; data warehouses; deductive databases; software agents; IDM; business decisions; business intelligence; data analysis; data mining environment; data warehouse; information summarizing; intelligent software agent; intelligent systems; multiple data sources; Competitive intelligence; Data mining; Data warehouses; Databases; Decision making; Information analysis; Intelligent agent; Intelligent systems; Machine learning; Software agents;
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.725101