Semantic based Model Management in Decision Support System

被引:0
作者
Zhang, Bo [1 ]
Xiang, Yang [1 ]
机构
[1] Tongji Univ, Elect & Informat Engn Dept, Shanghai 200092, Peoples R China
来源
2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23 | 2008年
关键词
Model management; Decision support system; Ontology; Semantics; Collision interaction;
D O I
10.1109/WCICA.2008.4592811
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Semantics comprehension is the key for intelligent decision making. Semantic based interaction is the method of model management in decision support system. A semantic driven interaction method is presented for DSS. Two ontologies are defined to provide semantics, according to the characteristics of knowledge of model. Model's semantics are defined as model description semantics and model action semantics. Models can interact under a three-layer interaction framework. Control mediator in framework can detect potential collisions through a multiple layer recursive matching algorithm. A negotiation algorithm is proposed to make the interaction based on semantics extracted from ontology level and semantic level.
引用
收藏
页码:5782 / 5787
页数:6
相关论文
共 20 条
[1]  
Almeida A, 2005, INT C INTELL ENG SYS, P145
[2]  
Baker M., 1994, Journal of Artificial Intelligence in Education, V5, P199
[3]  
BAKER MJ, 1997, J COMPUTER ASSISTED, P175
[4]   Decision Support System induced guidance for model formulation and solution [J].
Barkhi, R ;
Rolland, E ;
Butler, J ;
Fan, WG .
DECISION SUPPORT SYSTEMS, 2005, 40 (02) :269-281
[5]  
BERNERSLEE T, 2001, SCI AM MAY
[6]  
CHEN XL, 2006, 6 WORLD C INT CONTR
[7]  
de la Asunción M, 2005, AI COMMUN, V18, P257
[8]   Negotiation decision functions for autonomous agents [J].
Faratin, P ;
Sierra, C ;
Jennings, NR .
ROBOTICS AND AUTONOMOUS SYSTEMS, 1998, 24 (3-4) :159-182
[9]   The semantic web: A brain for humankind [J].
Fensel, D ;
Musen, MA .
IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 2001, 16 (02) :24-25
[10]   A TRANSLATION APPROACH TO PORTABLE ONTOLOGY SPECIFICATIONS [J].
GRUBER, TR .
KNOWLEDGE ACQUISITION, 1993, 5 (02) :199-220