Journal of Korea Society of Industrial Information Systems (한국산업정보학회논문지)
- Volume 2 Issue 2
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- Pages.189-207
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- 1997
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- 1229-3741(pISSN)
Emerging Data Management Tools and Their Implications for Decision Support
- Eorm, Sean B. (Southeast Missouri State University) ;
- Novikova, Elena (Southeast Missouri State University) ;
- Yoo, Sangjin (Keimyung University)
- Published : 1997.12.01
Abstract
Recently, we have witnessed a host of emerging tools in the management support systems (MSS) area including the data warehouse/multidimensinal databases (MDDB), data mining, on-line analytical processing (OLAP), intelligent agents, World Wide Web(WWW) technologies, the Internet, and corporate intranets. These tools are reshaping MSS developments in organizations. This article reviews a set of emerging data management technologies in the knowledge discovery in databases(KDD) process and analyzes their implications for decision support. Furthermore, today's MSS are equipped with a plethora of AI techniques (artifical neural networks, and genetic algorithms, etc) fuzzy sets, modeling by example , geographical information system(GIS), logic modeling, and visual interactive modeling (VIM) , All these developments suggest that we are shifting the corporate decision making paradigm form information-driven decision making in the1980s to knowledge-driven decision making in the 1990s.
Keywords
- data warehouse;
- data mining;
- knowledge discovery in databases;
- management support systems;
- multidimensinal analysis;
- on-line analytical processing