MANTRA: a shell for hybrid knowledge representation

J. Calmet, Indra A. Tjandra, G. Bittencourt
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引用次数: 17

Abstract

A shell is presented for hybrid knowledge representation. This system supports four different knowledge representation formalisms: first-order logic, terminological language, semantic networks, and production systems. The system automatically supports hybrid inferences taking into account the knowledge represented in different formalisms. All the algorithms involved in the inferences, supported by the system, are decidable, and have the property of being sound and complete according to a four-valued semantics. Besides these facilities, the shell allows the user to represent procedural knowledge of a domain using the primitives embedded at the heuristic level. The system has been implemented in Common Lisp, and makes use of an object-oriented extension for this language.<>
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MANTRA:混合知识表示的外壳
提出了一种用于混合知识表示的外壳。该系统支持四种不同的知识表示形式:一阶逻辑、术语语言、语义网络和生产系统。考虑到不同形式表示的知识,系统自动支持混合推理。根据四值语义,推理所涉及的所有算法都是可决定的,并且具有健全和完备的性质,由系统支持。除了这些功能之外,shell还允许用户使用在启发式级别嵌入的原语来表示领域的过程性知识。该系统是用Common Lisp语言实现的,并利用了该语言的面向对象扩展。
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