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Defeasible logic programming: DeLP-servers, contextual queries, and explanations for answers

机译:难以理解的逻辑编程:DeLP服务器,上下文查询和答案说明

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Argumentation represents a way of reasoning over a knowledge base containing possibly incomplete and/or inconsistent information, to obtain useful conclusions. As a reasoning mechanism, the way an argumentation reasoning engine reaches these conclusions resembles the cognitive process that humans follow to analyse their beliefs; thus, unlike other computationally reasoning systems, argumentation offers an intellectually friendly alternative to other defeasible reasoning systems. Logic Programming is a computational paradigm that has produced computationally attractive systems with remarkable success in many applications. Merging ideas from both areas, Defeasible Logic Programming offers a computational reasoning system that uses an argumentation engine to obtain answers from a knowledge base represented using a logic programming language extended with defeasible rules. This combination of ideas brings about a computationally effective system together with a human-like reasoning model facilitating its use in applications.
机译:论证表示一种对可能包含不完整和/或不一致信息的知识库进行推理的方法,以获得有用的结论。作为推理机制,论证推理引擎得出这些结论的方式类似于人类用来分析其信念的认知过程。因此,与其他计算推理系统不同,论证为其他不可行的推理系统提供了一种智能上的替代选择。逻辑编程是一种计算范例,已经产生了具有吸引力的计算系统,并在许多应用中取得了显著成功。将这两个方面的思想融为一体,Defasible Logic Programming提供了一种计算推理系统,该系统使用论证引擎从使用以可行的规则扩展的逻辑编程语言表示的知识库中获取答案。这些想法的组合带来了一个计算有效的系统以及一个类似于人类的推理模型,从而促进了其在应用程序中的使用。

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