汉语情感意义的机器标注研究初探

应英,周锋,周昌乐

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PDF(266 KB)
中文信息学报 ›› 2002, Vol. 16 ›› Issue (2) : 27-33.

汉语情感意义的机器标注研究初探

  • 应英1,周锋2,周昌乐2
作者信息 +

A Research on Emotion Tagging of Chinese Understanding by Designing an Experiment System

  • YING Ying,ZHOU Feng,ZHOU Chang-Le
Author information +
History +

摘要

本文将情感计算引入到汉语的机器理解中,在已有的汉语机器理解研究的基础上,采用多重松弛迭代计算方法,对汉语情感意义的标注问题进行了研究,通过语境信息的利用,构建了一个实验性系统并取得了较准确的词语情感标注,为后续的句子情感意义的理解提供了基础,拓宽了汉语机器理解的研究范围。

Abstract

This paper introduces emotions and their computation to machine understanding of Chinese.Based on the existing research of the machine understanding of Chinese ,the problem of the emotional meaning tagging of Chinese was studied by using the multiple relaxation alternate algorithm. We designed an experimental system and obtained accurate Emotion tagging matching by using the context information. It is the first step to the machine understanding of the emotional meaning of Chinese sentences ,thus the foundation for the future research is laid.

关键词

汉语机器理解 / 情感标注 / 多重松驰迭代算法 / 学习及纠错机制

Key words

Machine understanding of Chinese / Emotion tagging / Multiple relaxation altermate algorithm / Learn and correct system

引用本文

导出引用
应英,周锋,周昌乐. 汉语情感意义的机器标注研究初探. 中文信息学报. 2002, 16(2): 27-33
YING Ying,ZHOU Feng,ZHOU Chang-Le. A Research on Emotion Tagging of Chinese Understanding by Designing an Experiment System. Journal of Chinese Information Processing. 2002, 16(2): 27-33

参考文献

[1] 詹人凤. 现代汉语语义学. 北京:商务出版社,1997. 10
[2] 刘叔新. 汉语描述词汇学. 北京:商务印书馆,1990. 11
[3] 冯志伟. 自然语言的计算机处理. 上海:上海外语教育出版社, 1996. 10
[4] 秦莉娟,周昌乐. 一种引入多重松弛算法的汉语词类标注方法. 南京大学学报, 2000 ,36 (10)
[5] 赵巍. 一种基于语境信息利用的汉语自动分词研究. 杭州大学计算机系硕士学位论文. 1997 ,12
[6] M. G. Dger. Emotions and thei r computations : Three Computer models , cognition and Emotion ,1987, 1 (3) :323 - 347
[7] N . H. Frijda and J . Sw agerman , can computers feel ? Theory and design of an emotional system. Cognition and Emotion ,1987, 1 (3) :235 - 257

基金

国家自然科学基金项目(项目号:69983006);浙江省教育厅科研基金项目(项目号:20010335)
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