A blog emotion corpus for emotional expression analysis in Chinese
A blog emotion corpus for emotional expression analysis in Chinese
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DOI：
10.1016/j.csl.2010.02.002
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发表时间：
2010-10-01
影响因子：
4.3
通讯作者：
Ren, Fuji
中科院分区：
文献类型：
--
作者：
Quan, Changqin;Ren, Fuji
网络日志是一种日益流行的交流方式，在不断变化的网络世界中，它们经常被用作情感表达的媒介。本研究以博客为对象和数据来源，对中国人的情感表达进行分析。首先，描述了文本情感表达空间模型，并在此模型的基础上，提出了一种相对细粒度的情感语料库手工标注方案。在文档和段落层面，对情感类别、情感强度、主题词和主题句进行了标注。在句子层面上，对情感类别、情感强度、情感关键词和短语、程度词、否定词、连词、修辞、标点、客观或主观、情感极性等进行了标注。然后，我们利用这个语料库，对汉语中表达情感的语言表达进行了探索，并对这些表达情感的语言表达进行了详细的数据分析，包括混合情感、独立情感、情感转移以及情感表达的词汇和修辞分析。(C) 2010 Elsevier Ltd.版权所有。
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.