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题名:
Sentiment Analysis of Text Using SVM
作者: Yang Yong; Xu Chun; Ren Ge
会议文集: Lecture Notes in Electrical Engineering
会议名称: 2011 International Conference on Electrical, Information Engineering and Mechatronics, EIEM 2011
会议日期: December 23, 2011 - December 25, 2011
出版日期: 2012
会议地点: Jiaozuo, Henan, China
出版地: Germany
收录类别: EI
英文摘要:

In recent years, development with the internet, information processing turns more and more important for us to get useful information. Text Categorization, the automated assigning of natural language texts to predefined categories based on their contents, is a task of increasing importance. Therefore, an approach of text emotional classification based on support vector machine was proposed. The system includes four parts: word segmentation, establishment emotional word database, training the model of classification, and testing. The system is actually used for classification of the reader's emotions that classify the text to achieve the purpose of forecast readers' emotion.

内容类型: 会议论文
URI标识: http://ir.xjipc.cas.cn/handle/365002/2301
Appears in Collections:多语种信息技术研究室_会议论文

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作者单位: Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Science, Urumqi, China; College of Computer Science, XinJiang Normal University, Urumqi, China; College of Computer Science and Technology, Xinjiang University of Finance and Economics, Urumqi, China

Recommended Citation:
Yang Yong,Xu Chun,Ren Ge. Sentiment Analysis of Text Using SVM[C]. 见:2011 International Conference on Electrical, Information Engineering and Mechatronics, EIEM 2011. Jiaozuo, Henan, China. December 23, 2011 - December 25, 2011.
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