A blog emotion corpus for emotional expression analysis in Chinese

被引：108

作者：

Quan, Changqin ^{[1
]}

Ren, Fuji

机构：

[1] Univ Tokushima, Fac Engn, Tokushima 7708506, Japan

来源：

COMPUTER SPEECH AND LANGUAGE | 2010年 / 24卷 / 04期

关键词：

Emotion analysis; Weblogs; Corpus annotation; Natural language processing;

D O I：

10.1016/j.csl.2010.02.002

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Weblogs are increasingly popular modes of communication and they are frequently used as mediums for emotional expression in the ever changing online world. This work uses blogs as object and data source for Chinese emotional expression analysis. First, a textual emotional expression space model is described, and based on this model, a relatively fine-grained annotation scheme is proposed for manual annotation of an emotion corpus. In document and paragraph levels, emotion category, emotion intensity, topic word and topic sentence are annotated. In sentence level, emotion category, emotion intensity, emotional keyword and phrase, degree word, negative word, conjunction, rhetoric, punctuation, objective or subjective, and emotion polarity are annotated. Then, using this corpus, we explore these linguistic expressions that indicate emotion in Chinese, and present a detailed data analysis on them, involving mixed emotions, independent emotion, emotion transfer, and analysis on words and rhetorics for emotional expression. (C) 2010 Elsevier Ltd. All rights reserved.

引用

页码：726 / 749

页数：24

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