A simple logic for reasoning about incomplete knowledge

被引:30
作者
Banerjee, Mohua [1 ]
Dubois, Didier [2 ,3 ]
机构
[1] Indian Inst Technol, Dept Math & Stat, Kanpur 208016, Uttar Pradesh, India
[2] Univ Toulouse, CNRS, IRIT, Toulouse, France
[3] Queens Univ Belfast, Sch Elect Elect Engn & Comp Sci, Belfast, Antrim, North Ireland
关键词
Incomplete information; Epistemic logic; Evidence theory; Possibility theory; VALUED LOGICS; MODAL LOGIC; BELIEF; CONTRADICTION; IGNORANCE;
D O I
10.1016/j.ijar.2013.11.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The semantics of modal logics for reasoning about belief or knowledge is often described in terms of accessibility relations, which is too expressive to account for mere epistemic states of an agent. This paper proposes a simple logic whose atoms express epistemic attitudes about formulae expressed in another basic propositional language, and that allows for conjunctions, disjunctions and negations of belief or knowledge statements. It allows an agent to reason about what is known about the beliefs held by another agent. This simple epistemic logic borrows its syntax and axioms from the modal logic KD. It uses only a fragment of the S5 language, which makes it a two-tiered propositional logic rather than as an extension thereof. Its semantics is given in terms of epistemic states understood as subsets of mutually exclusive propositional interpretations. Our approach offers a logical grounding to uncertainty theories like possibility theory and belief functions. In fact, we define the most basic logic for possibility theory as shown by a completeness proof that does not rely on accessibility relations. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:639 / 653
页数:15
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