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Empirical Evaluation of Abstract Argumentation: Supporting the Need for Bipolar and Probabilistic Approaches

机译:抽象论证的实证评价:支持需要   双极和概率方法

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摘要

In dialogical argumentation it is often assumed that the involved partiesalways correctly identify the intended statements posited by each other,realize all of the associated relations, conform to the three acceptabilitystates (accepted, rejected, undecided), adjust their views when new and correctinformation comes in, and that a framework handling only attack relations issufficient to represent their opinions. Although it is natural to make theseassumptions as a starting point for further research, removing them or evenacknowledging that such removal should happen is more challenging for some ofthese concepts than for others. Probabilistic argumentation is one of theapproaches that can be harnessed for more accurate user modelling. Theepistemic approach allows us to represent how much a given argument is believedby a given person, offering us the possibility to express more than just threeagreement states. It is equipped with a wide range of postulates, includingthose that do not make any restrictions concerning how initial arguments shouldbe viewed, thus potentially being more adequate for handling beliefs of thepeople that have not fully disclosed their opinions in comparison to Dung'ssemantics. The constellation approach can be used to represent the views ofdifferent people concerning the structure of the framework we are dealing with,including cases in which not all relations are acknowledged or when they areseen differently than intended. Finally, bipolar argumentation frameworks canbe used to express both positive and negative relations between arguments. Inthis paper we describe the results of an experiment in which participantsjudged dialogues in terms of agreement and structure. We compare our findingswith the aforementioned assumptions as well as with the constellation andepistemic approaches to probabilistic argumentation and bipolar argumentation.
机译:在对话辩论中,通常假定参与各方总是正确地识别彼此提出的预期陈述,实现所有关联关系,符合三个可接受状态(接受,拒绝,不确定),在出现新信息和正确信息时调整其观点。 ,并且仅处理攻击关系的框架足以表示他们的意见。尽管将这些假设作为进一步研究的起点是很自然的,但对于其中的某些概念而言,删除它们甚至承认应该进行这种删除对其他概念而言更具挑战性。概率论证是可以用来进行更准确的用户建模的方法之一。认识论方法使我们能够表达一个给定的人对给定论点的信任程度,这使我们有可能表达不止三个协议状态。它配备了各种各样的假设,包括那些对应如何看待初始论点没有任何限制的假设,因此潜在地更适合处理与董氏语义学相比尚未完全公开其观点的人们的信念。星座方法可用于表示不同人对我们正在处理的框架结构的看法,包括并非所有关系都得到认可或以与预期不同的方式来看待的情况。最后,双极论证框架可以用来表达论证之间的正负关系。在本文中,我们描述了一个实验的结果,参与者根据协议和结构来判断对话。我们将我们的发现与上述假设以及星座论和流行病学方法对概率论证和双极论证的方法进行比较。

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