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Towards a Declarative Spatial Reasoning System

机译:走向陈述的空间推理系统

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We present early results on the development of a declarative spatial reasoning system within the context of the Constraint Logic Programming (CLP) framework. The system is capable of modelling and reasoning about qualitative spatial relations pertaining to multiple spatial domains, i.e., one or more aspects of space such as topology, and intrinsic and extrinsic orientation. It provides a seamless mechanism for combining formal qualitative spatial calculi within one framework, and provides a Prolog-based declarative interface for AI applications to abstract and reason about quantitative, geometric information in a qualitative manner. Based on previous work concerning the formalisation of the framework, we present ongoing work to develop the theoretical result into a comprehensive reasoning system (and Prolog-based library) which may be used independently, or as a logic-based module within hybrid intelligent systems.
机译:我们在约束逻辑编程(CLP)框架的背景下,提前提前开发陈述性空间推理系统的发展。该系统能够建模和推理关于多个空间域的定性空间关系,即空间的一个或多个方面,例如拓扑和内在和外在方向。它提供了一种在一个框架内结合正式定性空间计算的无缝机制,并为AI应用程序提供了基于Prolog的声明性接口,以便以定性方式摘要和原因。基于以前的框架正式化的工作,我们展示了正在进行的工作,将理论结果发展成一个可以独立使用的综合推理系统(和基于Prolog的库),或作为混合智能系统中的基于逻辑的模块。

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