“概念”空间中的句子诱导转换

A. Augello, G. Vassallo, S. Gaglio, G. Pilato
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引用次数: 6

摘要

提出的工作说明了如何从文本语料库自动诱导“原始概念”。原始概念是通过“概念”空间的正交轴来识别的,该空间是由一种启发于潜在语义分析方法的方法引起的。该方法通过在“概念”空间中的一组标准正交基的旋转来表示一个自然语言句子。由组成句子的单词序列触发并通过几何代数转子实现的旋转,可以突出原始概念之间可能出现的“概念”关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sentence Induced Transformations in "Conceptual" Spaces
The proposed work illustrates how "primitive concepts" can be automatically induced from a text corpus. The primitive concepts are identified by the orthonormal axis of a "conceptual" space induced by a methodology inspired tothe latent semantic analysis approach. The methodology represents a natural language sentence by means of a set of rotations of an orthonormal basis in the "conceptual"space. The rotations, triggered by the sequence of words composing the sentence and realized by means of geometric algebra rotors, allow to highlight "conceptual" relations that can arise among the primitive concepts.
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