首页> 外国专利> WORD MEANING ESTIMATION DEVICE, WORD MEANING ESTIMATION METHOD, AND WORD MEANING ESTIMATION PROGRAM

WORD MEANING ESTIMATION DEVICE, WORD MEANING ESTIMATION METHOD, AND WORD MEANING ESTIMATION PROGRAM

机译:词义估计装置,词义估计方法和词义估计程序

摘要

The objective of the present invention is to estimate a word meaning with high precision by means of unsupervised learning. A word meaning estimation device (100) calculates, for each word, a probability density for when each concept that has been extracted as a candidate word meaning is employed as the word meaning, said calculation being based on the distance of the characteristics of the context of the selected word and the other words, the distance between the selected concept and the word meaning of the other words, a context bandwidth, which is the bandwidth for the characteristics of the context, a concept bandwidth, which is the bandwidth for the concept distance, and a word meaning probability, which is the probability that the selected word has the selected word meaning. In addition, the estimation device executes a calculation process multiple times, whereby the context bandwidth, the concept bandwidth, and the aforementioned probability are recalculated on the basis of the probability density that has been calculated, and the estimation device estimates, for each word, that the concept for which the calculated probability density is the highest is the meaning of the word.
机译:本发明的目的是通过无监督学习来高精度地估计单词的含义。词义估计装置(100)针对每个词计算将被提取为候选词义的每个概念用作词义时的概率密度,所述计算基于上下文的特征的距离所选单词和其他单词之间的距离,所选概念和其他单词的单词含义之间的距离,上下文带宽(即上下文特征的带宽),概念带宽(即概念带宽)距离和单词含义概率,这是所选单词具有所选单词含义的概率。另外,估计设备多次执行计算处理,从而根据已经计算的概率密度,重新计算上下文带宽,概念带宽和上述概率,并且估计设备针对每个单词进行估计,计算出的概率密度最高的概念就是单词的含义。

著录项

  • 公开/公告号WO2014087506A1

    专利类型

  • 公开/公告日2014-06-12

    原文格式PDF

  • 申请/专利权人 MITSUBISHI ELECTRIC CORPORATION;TANIGAKI KOICHI;

    申请/专利号WO2012JP81562

  • 发明设计人 TANIGAKI KOICHI;

    申请日2012-12-05

  • 分类号G06F17/27;

  • 国家 WO

  • 入库时间 2022-08-21 15:49:17

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