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《Computer Knowledge and Technology》 2008-32
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Design of Chinese SMS Spam Filtering System Based on the Naive Bayes

MOU Xiao-guang1,GONG Li-ning2(1.Library,Qingdao Agricultural University,Qingdao 266109,China;2.Network Center,Qingdao Agricultural University,Qingdao 266109,China)  
The Chinese word segmentation algorithm and the Naive Bayes algorithm are introduced into the tradition of SMS spam filtering system,it has a self-learning ability to overcome the defects of artificial setup of traditional spam SMS system,impossible adaptability to the changes in the content of the SMS and the high rate of miscarriage of justice.Practice has proved that the message filtering system has high accuracy and adaptability.
【CateGory Index】: TN929.53
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 LI Jingmei,SUN Lihua,ZHANG Qiaorong,ZHANG Chunsheng(School of Computer Science and Technology, Harbin Engineering University, Harbin 150001,China);Application of native Bayes classifier to text classification[J];Journal of Harbin Engineering University;2003-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HU Xi-heng (Department of Mathematics,Anshan Normal University,Anshan Liaoning 114007,China);Application of Maximum Matching Method in Chinese Segmentation Technology[J];Journal of Anshan Normal University;2008-02
2 GONG Han-ming,ZHOU Chang-sheng (Department of Computer Science & Automation,Beijing Institute of Machinery, Beijing 100085, China);Chinese word segmentation system research[J];Journal of Beijing Institute of Machinery;2004-03
3 LIU Chun-hui, JIN Shun-fu, LIU Guo-hua, LI Ying (College of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei 066004, China);A Chinese segmentation method based on optimization maximum matching and statistics[J];Journal of Yanshan University;2009-02
4 WU Deng-tang (Chinese Language Department, Dandong Vocational Technical College, Dandong 118003, China);On Words Composed of Latin Letters——Also my Proposition on the Processing of Chinese Information and Automatic Words Segment[J];Journal of Dandong Teachers College;2003-02
5 LI Yan-xin (department of computer,Shijiazhuang Railway Institute,Shijiazhuang 050043,China);Research of Chinese Word Segmentation in Search Engine[J];Computer Knowledge and Technology(Academic Exchange);2007-08
6 LIU Ying (Dept. of I.T., Liaoning Finance Vocational College, Shenyang 110122, China);Analysis on Text Classification Using Naive Bayes[J];Computer Knowledge and Technology(Academic Exchange);2007-22
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9 WEI Yan-liang,HOU Li-gang*,REN Li-jun(School of Information and Control Engineering,Liaoning University of Chemical & Technology,Fushun Liaoning 113001,P.R.China);Design of Spam Filtering System[J];Journal of Liaoning University of Petroleum & Chemical Technology;2008-01
10 Liu Xiaoying (Xiangtan University, Xiangtan 411105,China);The Development Trend of Chinese Automatic Segmentation Research[J];Library Work in Colleges and Universities;2005-04
China Proceedings of conference Full-text Database 7 Hits
1 Qing-ping HU University of Jiangsu, China;Controlled Language and Its Prospective Application in Chinese-English Machine Translation[A];[C];2005
2 Zhang Juan, Wang Huifeng(East China University of Science and Technology, Shanghai, 200237);Application of Text Classification to Mass Financial Information Processing[A];[C];2005
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5 Yang ErHong Fang Ying Qiao Yu(Beijing Language University, Beijing 100083, China); ~2(ShanXi University, TaiYuan 030006, China);;The Evoluation of Modern Chinese Segmentation and POS Tagging[A];[C];2004
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【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 LIU Ge (School of Economics and Management,BUFF,Beijing 100876,China);An analysis of SPAM's management by' double dimension' method[J];Journal of Beijing University of Posts and Telecommunications(Social Sciences Edition);2007-04
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3 LI Jingmei,SUN Lihua,ZHANG Qiaorong,ZHANG Chunsheng(School of Computer Science and Technology, Harbin Engineering University, Harbin 150001,China);Application of native Bayes classifier to text classification[J];Journal of Harbin Engineering University;2003-01
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