DocumentCode
2472990
Title
Semantic based model management in decision support system
Author
Zhang, Bo ; Xiang, Yang
Author_Institution
Dept. of Electron. & Inf. Eng., Tongji Univ., Shanghai
fYear
2008
fDate
25-27 June 2008
Firstpage
5782
Lastpage
5787
Abstract
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. Modelpsilas 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.
Keywords
negotiation support systems; ontologies (artificial intelligence); collision interaction; control mediator; decision support system; intelligent decision making; model action semantics; model description semantics; model management; negotiation algorithm; ontologies; recursive matching algorithm; semantic based interaction; semantics comprehension; three-layer interaction framework; Application software; Automation; Data mining; Decision making; Decision support systems; Engineering management; Intelligent control; Job shop scheduling; Ontologies; Problem-solving; Collision interaction; Decision support system; Model management; Ontology; Semantics;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4592811
Filename
4592811
Link To Document