A unified framework for hypothetical and practical reasoning (1): Theoretical foundations

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Abstract

We describe here a general and flexible framework for decision making which embodies the concepts of beliefs, goals, options, arguments and commitments. We have employed these concepts to build a generic decision support system which has been successfully applied in a number of areas in clinical medicine. In this paper, we present the formalisation of the decision making architecture within a framework of modal propositional logics. A possible-world semantics of the logic is developed and the soundness and completeness result is also established.

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Das, S. K., Fox, J., & Krause, P. (1996). A unified framework for hypothetical and practical reasoning (1): Theoretical foundations. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1085, pp. 58–72). Springer Verlag. https://doi.org/10.1007/3-540-61313-7_63

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