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Concept Types and Coreference in Simple Conceptual Graphs

机译:简单概念图中的概念类型和共指

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摘要

This paper tackles the question of representing and reasoning with types and coreference in simple conceptual graphs (SGs). It presents a framework integrating a number of previous works. This proposal is guided by the usability of CGs in practice. In other words, notions should be easy to use in knowledge representation and operations for doing reasoning have to be efficiently realizable. We propose to use conjunctive concept types, which are conjunctions of primitive types. The conjunctive concept type set is defined by means of a primitive type set and a set of banned conjunctive types. For efficiency reasons our framework is based on projection. However it has been shown that projection is complete (w.r.t. logical deduction) only when SGs are in normal form. In some situations the original form of the SGs has to be kept; we thus define an extension of projection, called coref-projection, which is complete for SGs of any form. Coref-projection is in particular suitable for frameworks where it is not assumed that coreferent nodes are mergeable.
机译:本文解决了在简单概念图(SGs)中用类型和共指表示和推理的问题。它提出了一个整合了许多先前工作的框架。该建议以CG在实践中的可用性为指导。换句话说,概念应易于在知识表示中使用,并且必须有效地实现进行推理的操作。我们建议使用连接概念类型,它们是原始类型的结合。联合概念类型集是通过原始类型集和一组禁止的联合类型定义的。出于效率原因,我们的框架基于预测。然而,已经表明,仅当SG处于正常形式时,投影才是完整的(没有逻辑推论)。在某些情况下,必须保留SG的原始形式;因此,我们定义了一个投影扩展,称为coref-projection,它对于任何形式的SG都是完整的。 Coref投影特别适用于不假定coreferent节点可合并的框架。

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