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《Journal of Chinese Information Processing》 2014-05
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The Construction of an Emotion Annotated Corpus on Microblog Text

YAO Yuanlin;WANG Shuwei;XU Ruifeng;LIU Bin;GUI Lin;LU Qin;WANG Xiaolong;Harbin Institute of Technology,Shenzhen Graduate School;Department of Computing,The Hong Kong Polytechnic University;  
The research on text emotion analysis has made substantial progesses in recent years.However,the emotion annotated corpus is less developed,especially the ones on micro-blog text.To support the analysis on the emotion expression in Chinese micro-blog text and the evaluation of the emotion classification algorithms,an emotion annotated corpus on Chinese micro-blog text is designed and constructed.Based on the observation and analysis on the emotion expression in micro-blog text,a set of emotion annotation specification is developed.Following this specification,the emotion annotation on micro-blog level is firstly performed.The annotated information includes whether the micro-blog text has emotion expression and the emotion categories corresponding to the micro-blog with emotion expressions.Next,the sentence-level annotation is conducted.Meanwhile,the annotation on whether the sentence has emotion expression and the emotion categories,the strength corresponding to each emotion category is annotated.Currently,this emotion annotated corpus consists of 14 000micro-blogs,totaling 45 431 sentences.This corpus was used as the standard resource in the NLPCC2013Chinese micro-blog emotion analysis evaluation,facilitating the research on emotion analysis to a great extent.
【Fund】: 国家自然科学基金(61203378 61300112 61370165);; 高等院校博士学科点专项基金(20122302120 070);; 广东省自然科学基金(S2012040007390 S2013010014475);; 模式识别国家重点实验室开放课题基金;; 深圳市基础研究计划(JCYJ20120613152557576 JC201005260118A);; 深圳市国际合作计划(GJHZ201206131 106 1217);; 百度高校合作项目
【CateGory Index】: TP391.1
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