Intelligent information systems for decision support

被引:0
作者
Ying-Lie, O
机构
来源
IC-AI '04 & MLMTA'04 , VOL 1 AND 2, PROCEEDINGS | 2004年
关键词
intelligent information system; decision support; knowledge life cycles; design concepts;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An intelligent information system (IIS) provides different levels of intelligent support for its intended we such as decision support. The required knowledge can be obtained from domain knowledge, and extracted from data using intelligent data analysis. A practical UML-based model for IIS for decision support that integrates the dynamical cycle of data-information-knowledge has been proposed. The knowledge model consists of association rules from intelligent data analysis, and the decision support determines the actions to be taken if the conditions occur. The integrated approach is expected to reduce mistakes and time in the specification and design of these applications.
引用
收藏
页码:326 / 332
页数:7
相关论文
共 14 条
[1]  
[Anonymous], INTELLIGENT DATA ANA
[2]   Integrating e-commerce and data mining: Architecture and challenges [J].
Ansari, S ;
Kohavi, R ;
Mason, L ;
Zheng, ZJ .
2001 IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2001, :27-34
[3]  
DATE CJ, 2000, INTRO DATABASE SYSTE
[4]   On similarity measures for cluster analysis in clinical laboratory examination databases [J].
Hirano, S ;
Sun, XG ;
Tsumoto, S .
26TH ANNUAL INTERNATIONAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE, PROCEEDINGS, 2002, :1170-1175
[5]  
KEMPER KJ, 1996, AMBULATORY CHILD HLT, V1, P325
[6]  
McCarthy PL, 2000, PEDIATRICS, V105, P1349
[7]  
*OMG, 2003, UML UN MOD LANG
[8]   Mining constrained association rules to predict heart disease [J].
Ordonez, C ;
Omiecinski, E ;
de Braal, L ;
Santana, CA ;
Ezquerra, N ;
Taboada, JA ;
Cooke, D ;
Krawczynska, E ;
Garcia, EV .
2001 IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2001, :433-440
[9]   Performance evaluation of the object-relational transformation methodology [J].
Rahayu, JW ;
Chang, E ;
Dillon, TS ;
Taniar, D .
DATA & KNOWLEDGE ENGINEERING, 2001, 38 (03) :265-300
[10]  
Srikant R., 1997, Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, P67