Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis
Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis
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DOI：
10.3115/1699648.1699691
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发表时间：
2009-08
期刊：
影响因子：
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通讯作者：
Changqin Quan;F. Ren
中科院分区：
文献类型：
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作者：
Changqin Quan;F. Ren
有大量证据表明，情绪分析有很多有价值的应用。本研究构建了一个用于中文情感表达分析的博客情感语料库。该语料库包含8个情感类别(期待、喜悦、爱、惊喜、焦虑、悲伤、愤怒和仇恨)、情感强度、情感持有者/目标、情感词/短语、程度词、否定词、连词、修辞、标点符号等表示情感的语言表达的人工标注。描述了情感类和情感词组的标注一致性分析。然后，我们利用该语料库对汉语中的情感表达进行了探索和分析。
There is plenty of evidence that emotion analysis has many valuable applications. In this study a blog emotion corpus is constructed for Chinese emotional expression analysis. This corpus contains manual annotation of eight emotional categories (expect, joy, love, surprise, anxiety, sorrow, angry and hate), emotion intensity, emotion holder/target, emotional word/phrase, degree word, negative word, conjunction, rhetoric, punctuation and other linguistic expressions that indicate emotion. Annotation agreement analyses for emotion classes and emotional words and phrases are described. Then, using this corpus, we explore emotion expressions in Chinese and present the analyses on them.