Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Knowledge and Technology》 2008-32
Add to Favorite Get Latest Update

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
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
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
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
7 ZHANG Lei, ZHANG Dai-yuan (Nanjing University of Post & Telecommunications Computer College, Nanjing 210003, China);Chinese Lexical Analysis Algorithm[J];Computer Knowledge and Technology;2009-01
8 WU Jing,CAI Di,WANG Zheng Laboratory of Geographic Information Science, Ministry of Education of China, East China Normal University, Shanghai 200062, China; Institute of Policy and Management, CAS, Beijing100080, China;Word Expanding Method for Chinese Word Segmentation Applied in GIS[J];Geo-information Science;2005-03
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
3 Tao Jianhua Cai Lianhong Zhao Sheng HCI&MI, Dep. of CS, Tsinghua University, Beijing, 100084;Text Analysis and Prosody Processing for Chinese SpeechSynthesis[A];[C];2001
4 Changning Huang, Jianfeng Gao and Mu Li Microsoft Research Asia;Reconsidering on Chinese Word Segmentation[A];[C];2003
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
6 Li Shoushan and Huang Chu-Ren The Hong Kong Polytechnic University,Department of Chinese & Bilingual Studies.Hong Kong.;Chinese Word Segmentation Based on Word Boundary Decision[A];[C];2009
7 ;Key Technology Analyzing and Localization Designing of SiteSearch[A];[C];2001
【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
2 Zhao Xiaoming Zheng Shaoren (Institute of Communications Engineering, Science and Technology University of P.L.A, Nanjing 210016, China);Analysis and Design of Electronic Mail Filter System[J];Journal of Southeast Univwrsity(Natural Science Edition);2001-05
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
4 GONG Xiu Jun LIU Shao Hui SHI Zhong Zhi (Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080);An Incremental Bayes Classification Model[J];Chinese Journal of Computers;2002-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved