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面向中日关系论坛的情感分类问题研究 被引量:4

Research on sentiment classification problem of sino-japanese relations forum
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摘要 针对中日论坛的情感分类问题,研究了特定领域(中日关系论坛)语料的特点,考察了不同特征维数、不同特征权重计算、不同特征选取方法以及限定词类词语对情感分类结果的影响。最后通过对2006年1月份到5月份的中日论坛语料的自动情感分类,推断出该阶段中日关系走势。 Aiming at sentiment classification problem about Sino-Japanese relations forum,lhis paper studies the corpus charac teristic of the specific areasion Sino-Japanese Relations forum),the influence of different characteristh, dimension.weight computation, selection method as well as different word classes to the sentiment classification result.By automatically classifying sentiments on the corpus of Sino-Japanese Relations Forum during Jan.,2006-May,2006.,the situation of Sino-Japanese relations are concluded.
作者 王素格 李伟
出处 《计算机工程与应用》 CSCD 北大核心 2007年第32期174-177,共4页 Computer Engineering and Applications
基金 国家自然科学基金(No.60573074) 山西省自然科学基金(No.2007011042) 山西省科技攻关项目(No.051129) 山西高校科技研究开发项目(No.200611002)。~~
关键词 论坛 情感分类 支持向量机 特征选择 forum sentiment classification support vector machine characteristic selection
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