[1]CHENG Chuanpeng,WANG Hailong.Research on selection of paradigm words in the judgment of emotional tendency[J].CAAI Transactions on Intelligent Systems,2013,8(4):349-355.[doi:10.3969/j.issn.1673-4785.201301029]
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Research on selection of paradigm words in the judgment of emotional tendency

CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume: 8 Number of periods: 2013 4 Page number: 349-355 Column: 学术论文—自然语言处理与理解 Public date: 2013-08-25
Title:
Research on selection of paradigm words in the judgment of emotional tendency
Author(s):
CHENG Chuanpeng;  WANG Hailong
School of Computer Science, Zhongyuan Institute of Technology, Zhengzhou 450007, China
Keywords:
standard words;  degree of emotion;  tendency of emotion;  ambiguity of emotion
CLC:
TP391
DOI:
10.3969/j.issn.1673-4785.201301029
Abstract:
In light of the weakness of standard words selection, which exists in previous research studies, a method for selecting standard words in the judgment of emotional tendency was proposed in this paper. By considering three key aspects, which include degree of emotion, tendency of emotion and ambiguity of emotion, the most representative typical sentiment words were chosen to act as standard words based on the definition of standard words. Firstly, initial standard words were screened from emotion words issued in HowNet, the degree of emotion of these candidate standard words was computed, then the emotional tendency degree of the positive emotion words and negative emotion words, which have high ranking of emotion degree, was calculated, respectively. Finally, the larger emotional tendency words were used as final standard words. The results of test shows the methods used in this paper can gain a high accuracy for judging the tendency of emotion.
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