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

Volume

3

fYear

1998

fDate

11-14 Oct 1998

Firstpage

2888

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on

Conference_Location

San Diego, CA

ISSN

1062-922X

Print_ISBN

0-7803-4778-1

Type

conf

DOI

10.1109/ICSMC.1998.725101

Filename

725101