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- Intelligent_decision_support_system abstract "An intelligent decision support system (IDSS) is a decision support system that makes extensive use of artificial intelligence (AI) techniques. Use of AI techniques in management information systems has a long history, indeed terms such as Knowledge-based systems (KBS) and intelligent systems have been used since the early 1980s to describe components of management systems, but the term \"Intelligent decision support system\" is thought to originate with Clyde Holsapple and Andrew Whinston in the late 1970s. Flexible manufacturing systems (FMS), intelligent marketing decision support systems and medical diagnosis systems can also be considered examples of intelligent decision support systems.Ideally, an intelligent decision support system should behave like a human consultant; supporting decision makers by gathering and analysing evidence, identifying and diagnosing problems, proposing possible courses of action and evaluating the proposed actions. The aim of the AI techniques embedded in an intelligent decision support system is to enable these tasks to be performed by a computer, while emulating human capabilities as closely as possible.Many IDSS implementations are based on expert systems, a well established type of KBS that encode the cognitive behaviours of human experts using predicate logic rules and have been shown to perform better than the original human experts in some circumstances. Expert systems emerged as practical applications in the 1980s based on research in artificial intelligence performed during the late 1960s and early 1970s. They typically combine knowledge of a particular application domain with an inference capability to enable the system to propose decisions or diagnoses. Accuracy and consistency can be comparable to (or even exceed) that of human experts when the decision parameters are well known (e.g. if a common disease is being diagnosed), but performance can be poor when novel or uncertain circumstances arise.Some research in AI, focused on enabling systems to respond to novelty and uncertainty in more flexible ways is starting to be used in intelligent decision support systems. For example, intelligent agents that perform complex cognitive tasks without any need for human intervention have been used in a range of decision support applications. Capabilities of these intelligent agents include knowledge sharing, machine learning, data mining, and automated inference. A range of AI techniques such as case based reasoning, rough sets and fuzzy logic have also been used to enable decision support systems to perform better in uncertain conditions.".
- Intelligent_decision_support_system wikiPageExternalLink dsshistory.html.
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- Intelligent_decision_support_system wikiPageLength "5392".
- Intelligent_decision_support_system wikiPageOutDegree "24".
- Intelligent_decision_support_system wikiPageRevisionID "706988114".
- Intelligent_decision_support_system wikiPageWikiLink Andrew_B._Whinston.
- Intelligent_decision_support_system wikiPageWikiLink Artificial_intelligence.
- Intelligent_decision_support_system wikiPageWikiLink Case-based_reasoning.
- Intelligent_decision_support_system wikiPageWikiLink Category:Artificial_intelligence.
- Intelligent_decision_support_system wikiPageWikiLink Category:Decision_theory.
- Intelligent_decision_support_system wikiPageWikiLink Category:Information_systems.
- Intelligent_decision_support_system wikiPageWikiLink Category:Knowledge_engineering.
- Intelligent_decision_support_system wikiPageWikiLink Cognition.
- Intelligent_decision_support_system wikiPageWikiLink Data_mining.
- Intelligent_decision_support_system wikiPageWikiLink Decision_support_system.
- Intelligent_decision_support_system wikiPageWikiLink Expert_system.
- Intelligent_decision_support_system wikiPageWikiLink Flexible_manufacturing_system.
- Intelligent_decision_support_system wikiPageWikiLink Fuzzy_logic.
- Intelligent_decision_support_system wikiPageWikiLink Inference.
- Intelligent_decision_support_system wikiPageWikiLink Intelligent_Systems.
- Intelligent_decision_support_system wikiPageWikiLink Intelligent_agent.
- Intelligent_decision_support_system wikiPageWikiLink Knowledge-based_systems.
- Intelligent_decision_support_system wikiPageWikiLink Knowledge_Query_and_Manipulation_Language.
- Intelligent_decision_support_system wikiPageWikiLink Machine_learning.
- Intelligent_decision_support_system wikiPageWikiLink Management_information_system.
- Intelligent_decision_support_system wikiPageWikiLink Rough_set.
- Intelligent_decision_support_system wikiPageWikiLinkText "Intelligent decision support system".
- Intelligent_decision_support_system wikiPageUsesTemplate Template:Reflist.
- Intelligent_decision_support_system subject Category:Artificial_intelligence.
- Intelligent_decision_support_system subject Category:Decision_theory.
- Intelligent_decision_support_system subject Category:Information_systems.
- Intelligent_decision_support_system subject Category:Knowledge_engineering.
- Intelligent_decision_support_system hypernym System.
- Intelligent_decision_support_system type Area.
- Intelligent_decision_support_system type Area.
- Intelligent_decision_support_system comment "An intelligent decision support system (IDSS) is a decision support system that makes extensive use of artificial intelligence (AI) techniques.".
- Intelligent_decision_support_system label "Intelligent decision support system".
- Intelligent_decision_support_system sameAs Q6044094.
- Intelligent_decision_support_system sameAs m.03qn81x.
- Intelligent_decision_support_system sameAs Q6044094.
- Intelligent_decision_support_system wasDerivedFrom Intelligent_decision_support_system?oldid=706988114.
- Intelligent_decision_support_system isPrimaryTopicOf Intelligent_decision_support_system.