The development of an adaptive decision support system

Ta Tao Chuang, Surya B. Yadav

Research output: Contribution to journalArticle

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Abstract

An integrated conceptual model of an adaptive decision support system (ADSS) is proposed by following a unified research methodology. Adaptive behaviors of the DSS are identified based on previous research into adaptivity of information systems. A variety of knowledge that enables the system to adaptively behave is recognized. The concept of a reflexive system and a conceptual framework of decision-making organization are adopted to structure various components. This model consists of several components at two levels: the meta-level and the basic-level. The components in the basic-level unit communicate with the user and carry out the task of decision support. The meta-level is a controlling unit capable of introspecting the system's capabilities and limitations, and determining an appropriate action to adjust the capabilities of components in the basic-level unit.

Original languageEnglish
Pages (from-to)73-87
Number of pages15
JournalDecision Support Systems
Volume24
Issue number2
DOIs
StatePublished - Dec 1998

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Keywords

  • Adaptive behavior
  • Adaptive decision support systems
  • Decision support systems
  • Knowledge level
  • Reflexive systems

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