A LOGIC OF ARGUMENTATION FOR REASONING UNDER UNCERTAINTY

被引:132
作者
KRAUSE, P
AMBLER, S
ELVANGGORANSSON, M
FOX, J
机构
[1] UNIV LONDON QUEEN MARY & WESTFIELD COLL,DEPT COMP SCI & STAT,LONDON E1 4NS,ENGLAND
[2] COMP RESOURCES INT AS,DIV SPACE,DK-3460 BIRKEROD,DENMARK
关键词
UNCERTAIN REASONING; EPISTEMIC PROBABILITY; ARGUMENTATION; NONCLASSICAL LOGICS; NONMONOTONIC REASONING;
D O I
10.1111/j.1467-8640.1995.tb00025.x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present the syntax and proof theory of a logic of argumentation, LA. We also outline the development of a category theoretic semantics for LA. LA is the core of a proof theoretic model for reasoning under uncertainty. In this logic, propositions are labeled with a representation of the arguments which support their validity. Arguments may then be aggregated to collect more information about the potential validity of the propositions of interest. We make the notion of aggregation primitive to the logic, and then define strength mappings from sets of arguments to one of a number of possible dictionaries. This provides a uniform framework which incorporates a number of numerical and symbolic techniques for assigning subjective confidences to propositions on the basis of their supporting arguments. These aggregation techniques are also described with examples.
引用
收藏
页码:113 / 131
页数:19
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