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话题型微博语言特点及其情感分析策略研究 =

话题型微博语言特点及其情感分析策略研究 = : Study on the Linguistic Features of the Topic-oriented Microblog and the Strategies for its Sentiment Analysis

 侯, 敏.
 2013.
 135-143 p. 中文 ISSN: 10035397
Language featuresEvaluated objectSentiment analysisTopic-oriented microblog情感分析评价对象话题型微博语言特点
Tác giả CN 侯, 敏.
Nhan đề 话题型微博语言特点及其情感分析策略研究 = Study on the Linguistic Features of the Topic-oriented Microblog and the Strategies for its Sentiment Analysis /侯敏; 滕永林; 李雪燕; 陈毓麒; 郑双美; 侯明午; 周红照.
Thông tin xuất bản 2013.
Mô tả vật lý 135-143 p.
Tóm tắt Nowadays microblog has become an important way for people to express attitudes,opinions and evaluations.Based on theories about the subjectivity of language,this paper analyzed the linguistic features of topic-oriented microblog texts: short sentences,more negative views,stronger sentiments,weak rationality,more colloquial terms,indirect and obscure way of expressing opinions,ellipsis of evaluated objects,informality,etc.According to the analysis,this paper proposed some strategies for identifying opinion sentence and extracting evaluated object on the basis of phrase emotional dictionary and semantic rules.Experimental evidences and evaluation results proved the effectiveness of these strategies.
Tóm tắt 本文以语言主观性为理论依据,分析了话题型微博语言句子简短、负面倾向居多、情感表达强烈而理性评价淡化、口语色彩浓重、观点表达隐晦、评价对象省略、具有非规范性等特点,并就此提出基于短语情感词典及语义规则的观点句识别及评价对象提取的策略。实验和评测结果证明,这些策略和方法取得了较好的效果.
Thuật ngữ chủ đề Language features
Thuật ngữ chủ đề Evaluated object
Thuật ngữ chủ đề Sentiment analysis
Thuật ngữ chủ đề Topic-oriented microblog
Từ khóa tự do 情感分析
Từ khóa tự do 评价对象
Từ khóa tự do 话题型微博
Từ khóa tự do 语言特点
Tác giả(bs) CN 侯, 明午.
Tác giả(bs) CN 周, 红照.
Tác giả(bs) CN 李, 雪燕.
Tác giả(bs) CN 滕, 永林.
Tác giả(bs) CN 郑, 双美.
Tác giả(bs) CN 陈, 毓麒.
Nguồn trích Applied linguistics.- 2013, No.2.
MARC
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245[1 0] |a 话题型微博语言特点及其情感分析策略研究 = |b Study on the Linguistic Features of the Topic-oriented Microblog and the Strategies for its Sentiment Analysis / |c 侯敏; 滕永林; 李雪燕; 陈毓麒; 郑双美; 侯明午; 周红照.
260[ ] |c 2013.
300[ ] |a 135-143 p.
362[0 ] |a No. 2 (2013).
520[ ] |a Nowadays microblog has become an important way for people to express attitudes,opinions and evaluations.Based on theories about the subjectivity of language,this paper analyzed the linguistic features of topic-oriented microblog texts: short sentences,more negative views,stronger sentiments,weak rationality,more colloquial terms,indirect and obscure way of expressing opinions,ellipsis of evaluated objects,informality,etc.According to the analysis,this paper proposed some strategies for identifying opinion sentence and extracting evaluated object on the basis of phrase emotional dictionary and semantic rules.Experimental evidences and evaluation results proved the effectiveness of these strategies.
520[ ] |a 本文以语言主观性为理论依据,分析了话题型微博语言句子简短、负面倾向居多、情感表达强烈而理性评价淡化、口语色彩浓重、观点表达隐晦、评价对象省略、具有非规范性等特点,并就此提出基于短语情感词典及语义规则的观点句识别及评价对象提取的策略。实验和评测结果证明,这些策略和方法取得了较好的效果.
650[0 0] |a Language features
650[0 0] |a Evaluated object
650[0 0] |a Sentiment analysis
650[0 0] |a Topic-oriented microblog
653[0 ] |a 情感分析
653[0 ] |a 评价对象
653[0 ] |a 话题型微博
653[0 ] |a 语言特点
700[0 ] |a 侯, 明午.
700[0 ] |a 周, 红照.
700[0 ] |a 李, 雪燕.
700[0 ] |a 滕, 永林.
700[0 ] |a 郑, 双美.
700[0 ] |a 陈, 毓麒.
773[ ] |t Applied linguistics. |g 2013, No.2.
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