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Measuring without measures the DELTA -calculus

机译:测量而不测量delta-calculus

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In recent years qualitative reasoning approaches have become increasingly popular and are preferred over quantitative numeric approaches for applications in the field of AI. This is due to several factors. The most striking argument in the field of temporal and spatial reasoning is that humans are not able to give precise numeric estimates of their environment, e.g., if asked to estimate temporal duration or object size. Nevertheless we are capable of dealing with our surrounding world in a very efficient manner and are able to produce qualitative descriptions of it. In the field of point like measures, such as object dimensions or the duration of intervals, only a few new qualitative approaches have been developed, such as, Order of Magnitude for technical domains, and thus researchers tend to stick with numeric approaches. In this paper we present a new approach based on cognitive considerations of how humans perceive spatial dimensions and how they reason with this spatial knowledge. We then describe how reasoning is performed within the new calculus and how it can be adopted for representing not only one-dimensional measures, but also areas, volumes and proportions.
机译:近年来,定性推理方法变得越来越受欢迎,并且是AI领域应用的量化数字方法。这是由于几个因素。时间和空间推理领域中最引人注目的论点是人类无法给出其环境的精确数字估计,例如,如果被要求估计时间持续时间或对象大小。尽管如此,我们能够以非常有效的方式与周围世界打交道,并能够产生它的定性描述。在诸如物体尺寸等措施的点的领域中,已经开发了几种新的定性方法,例如技术领域的数量级,因此研究人员倾向于以数字方法坚持。在本文中,我们基于对人类如何感知空间维度以及它们如何推理这种空间知识的认知考虑,提出了一种新方法。然后,我们描述了如何在新的微积分内进行推理以及如何采用它不仅可以代表一维措施,而且如何采用地区,卷和比例。

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