Title :
Semantic based model management in decision support system
Author :
Zhang, Bo ; Xiang, Yang
Author_Institution :
Dept. of Electron. & Inf. Eng., Tongji Univ., Shanghai
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;
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
DOI :
10.1109/WCICA.2008.4592811