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面向文本的情感迁移分析策略

杨亮 林鸿飞 郭巍

计算机工程与科学2011,Vol.33Issue(9):123-129,7.
计算机工程与科学2011,Vol.33Issue(9):123-129,7.DOI:10.3969/j.issn.1007-130X.2011.09.022

面向文本的情感迁移分析策略

Text-Based Emotion Transformation Analysis

杨亮 1林鸿飞 1郭巍1

作者信息

  • 1. 大连理工大学计算机科学与技术学院,辽宁大连116024
  • 折叠

摘要

Abstract

The emotion transformation is the result of the individual perception and stimulus, while the paper focuses on the individual perception. This paper firstly analyses the emotion transformation law and discusses the effect of mood state and personality factors. Then this paper presents an emotional automatic classification method which combines the language features and the emotion transformation law to identify the emotion agent utilizing the word features and the relationship among the contexts in emotion expressing sentences. The experimental results show that emotional automatic classification has obtained excellent effect which improves the accuracy by 9. 21%. The effectiveness of the method is proved in the paper.

关键词

情感迁移/情感分类/文本情感分析

Key words

emotion transformation/emotional classification/text emotion analysis

分类

信息技术与安全科学

引用本文复制引用

杨亮,林鸿飞,郭巍..面向文本的情感迁移分析策略[J].计算机工程与科学,2011,33(9):123-129,7.

基金项目

国家自然科学基金资助项目(60673039,60973068) (60673039,60973068)

国家863计划资助项目(2006AA012151) (2006AA012151)

教育部留学回国人员科研启动基金和高等学校博士学科点专项科研基金资助课题(20090041110002) (20090041110002)

计算机工程与科学

OA北大核心CSCDCSTPCD

1007-130X

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