Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Engineering and Applications》 2006-02
Add to Favorite Get Latest Update

The Classification and Filtering of Email Based on Text Mining

Wang Xinmei1 Lu Wei2 Yin Chaoqing1 Lü Yabing11(Dept. of Computer Science & Technology,Wuhan University of Technology,Wuhan 430063)2(Public Security Bureau of Wuhan,Wuhan 430022)  
This paper presents a classified and filtering method based on text mining,it includes these modules:collection and pretreatment of Email,Chinese Words splitter,extract the character,the classification and filtering of Email.This System not only can support the ability to filter spam automatically,but also can be applied apply to E-Government E-Business for automatic classification and transmission of Email.
【Fund】: 湖北省自然科学基金资助项目(编号:2003ABA041)
【CateGory Index】: TP393.098
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 5 Hits
1 HUANG Peng-he (Software Technology Institute of Dalian Jiaotong University, Liaoning Dalian 116052);Design and implementation of platform for test of spam contents filtering[J];Electronic Instrumentation Customer;2007-01
2 LIANG Dan-ning1,ZHOU Shu-min2(1.College of Information and Electronic Engineering,East China Institute of Technology,Jiangxi Fuzhou 344000 PRC;2.Department of Information Science and Engineering,College of ChangJiang,East China Institute of Technology,Jiangxi Nanchang 330000 PRC);Research on the Classification of MSTD SMS Based on Text Mining[J];Jiangxi Science;2010-02
3 SHI Tie-feng(Guangxi Technological College of Machinery and Electricity,Nanning Guangxi 530007,China);Research on Application of E-mail Classification Based on Support Vector Machine[J];Computer Simulation;2011-08
4 ZHANG Hong-jun DUAN Hui-chuan;A Model Designed for Email Classification Based on SVM[J];Information Technology and Informatization;2006-05
5 LIU Yi,ZHANG Yue-lin(School of Computer Science & Engineering,Southeast University,Nanjing 210096,China);Design of a Mail Filter and Personalized Classification System Based on Agent[J];Computer Technology and Development;2009-02
China Proceedings of conference Full-text Database 1 Hits
1 Rong Du School of Economics & Management,Harbin Engineering University Lina Yuan School of Economics & Management, Harbin Engineering University Yiming Cai School of Economics & Management,Harbin Engineering University;Early Warning Knowledge Management of Enterprise Crisis Based on Cluster Analysis[A];[C];2007
【Citations】
Chinese Journal Full-text Database 1 Hits
1 Wang Lanbo Zhang Jiyou Fan Bingbing(Computer Science Teaching and Research Section,Guangzhou Communication Technology College,Guangzhou510500);The Design and Implementation of Automatic Information Classifying Subsystem Used in the Internal Information Navi gating System[J];Computer Engineering and Applications;2002-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Yan-ping (Educational Department Key Laboratory of Intelligent Computing & Signal Processing,Anhui University, Hefei 230039,China);A repeated cover algorithm of achieving characteristic rule[J];Journal of Anhui University(Natural Sciences);2002-02
2 GAO Xiang-ping,WU Xiao-pei,SHEN Qian(School of Computer Science and Technology,Anhui University,Hefei 230039,China);Mental task classification based on adaptive autoregressive model and support vector machine[J];Journal of Anhui University(Natural Sciences);2006-02
3 WU Feng-huang (College of Science,Nanjing Agricultural University,Nanjing,Jiangsu 210095);Study on the Application of Pattern Recognition in Leaf Recognition[J];Journal of Anhui Agricultural Sciences;2007-01
4 WANG Ji-chang,PANG Xiang-wu(Department of Mathematics,Anshan Normal University,Anshan Liaoning 114005,China);Bayes Classing Method of on-Line Signature Verification[J];Journal of Anshan Normal University;2005-06
5 HU Yu(Guangdong Vocational College of Industry & Commerce,Guangzhou Guangdong 510510,China);PLS Dimensiona Reduction and Quadratic Discriminant Analysis(QDA) to Be Applied on Gene Data Expression Analysis[J];Journal of Anshan Normal University;2007-04
6 LI Cui-xia, YU Jian (School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044,China);Study on the Classification of A Kind of Fuzzy Clustering Algorithm[J];Journal of Northern Jiaotong University;2005-02
7 XIE Ji-gang,QIU Zheng-ding(School of Computer and Information Technology,Beijing Jiaotong University, Beijing 100044,China);Fisher Linear Discriminant Model with Class Imbalance[J];Journal of Beijing Jiaotong University;2006-05
8 YUE Hao,SHAO Chunfu,ZHAO Yi(School of Traffic and Transportation,Beijing Jiaotong University,Beijing 100044,China);A Study on Pedestrian and Cyclist Recognition Based on BP Neural Network[J];Journal of Beijing Jiaotong University;2008-03
9 TAO Qing 1,2 , LIU Xin 1, TANG Sheng-ping 1, DING Yong-qing 1(1.Artillery Academy of PLA, Hefei, Anhue 230031, China; 2.Institute of Automation, Chinese Academy of Sciences, Beijing 100080,China);Support Vector Machine-based Trajectory Recognition with Applications in the Adjustment of Radar Trajectory Prediction[J];Acta Armamentarii;2005-03
10 WANG Xin-feng, QIU Jing, LIU Guan-jun(Institute of Mechantronics Engineering, National University of Defense Technology, Changsha, Hunan 410073, China);Research on Mechanical Fault Feature Selection Based on Wrapper Model[J];Acta Armamentarii;2005-05
China Proceedings of conference Full-text Database 8 Hits
1 Wang Yongji, Wang Wan (Huazhong University of Science and Technology, Wuhan, 430074);Modeling the Control of Motor Nerves based on SVM[A];[C];2005
2 Song Yu-ying~(1,2) 1.School of Software Tsinghua University,Beijing,100084; 2.Digital Studio Beijing Planetarium,Beijing,100044;3D Reconstruction of Planet Nebula[A];[C];2008
3 Qian Zhi-yuan Ta Zheng-qing;A Study of Dialect Recognition with the Nearest-Neighbor Classifier (NNC) on VQ Codebooks[A];[C];1992
4 Ji Meng, Zhang Ziming, Shi Yuanzheng, Liu Li(College of Electronic Information and Control Engineering, Beijing University of Technology,Beijing, 100022, China);Design of the system of physical information based on ARM9 processor[A];[C];2007
5 Sun Haojun Liu Zhihui Kong Lingjun (Faculty of Mathematics and Computer Sciences,Hebei University,Baoding 071002,China);Improvement hierarchical algorithm based on model clustering[A];[C];2007
6 Liang Zhu-feng Feng Jiu-chao School of Electronic and Information Engineering,South China University of Technology,Guangzhou 510641;An M-ary chaotic spreading spectrum communication scheme based on extration of phase space[A];[C];2006
7 Lu lu, Zhang Xu-dong, Zhao Ying, Gao Jun (School of computer and information, Hefei University of Technology, Hefei, 230009;The Vehicle License Plate Character Recognition Using Convolutional Neural Netwoks[A];[C];2005
8 Tian Youwen (Shenyang Agricultural University, Shenyang 110161, China);A Method of Recognizing Grape Disease Based on Texture Feature and Support Vector Machine[A];[C];2005
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LI Wen-bin, LIU Chun-nian, HUANG Jia-jin ( Multimedia and Intelligent Software Technology Lab, College of Computer Science, Beijing University of Technology, Beijing 100022, China );Junk E-mail Filtering Method Based on Data Mining[J];Journal of Beijing Polytechnic University;2003-02
2 Li Hu\ Jin Maozhong\ Gao Zhongyi\ Liu Chao (School of Computer Science and Technology, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);On adequate testing of context-free grammars[J];Journal of Beijing University of Aeronautics and Astronautics;2003-10
3 Liu Chao Jin Maozhong (Beijing University of Aeronautics and Astronautics,Dept.of Computer Science and Engineering);SOFTWARE TEST PROCESS MODEL——POCERM[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-01
4 WANG Jian fen, CAO Yuan da (Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China);The Application of Support Vector Machine in Classifying Large Namber of Catalogs[J];Journal of Beijing Institute of Technology;2001-02
5 LIU Ming-chuan,PENG Chang-sheng(Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);Research on mail filter algorithm based on bayes probability model[J];Journal of Chongqing University of Posts and Telecommunications;2005-05
6 ZHANG Xiao hui, LI Ying, WANG Hua yong, ZHAO Hong(Software Center, Northeastern University, Shenyang 110004, China. Correspondent: ZHANG Xiao hui, E mail: zhangxh?@?neu.edu.cn);An Improved KNN Algorithm Applied Term Feature Combination Technology for Chinese Textual Classification[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2003-03
7 SUN Xiu Computer Center, liaodong Institute,Dandong 118003, China;The Applications of Searching Engine on Web's Data Mining[J];Dandong Textile College;2004-01
8 WANG Bo1,HUANG Di-ming2 (1. Chengdu Institute of Computer Applications of Chinese Academy of Science Chengdu 610041; 2. School of Computer Science and Engineering, UEST of China Chengdu 610054);ANNA Optimized by GA and Its Application in E-mail Filter[J];Journal of University of Electronic Science and Technology of China;2005-04
9 LI Xing~1,TIAN Ying~1,DUAN Hai-xin~2(1.Lab.of New Generation Network Technology and Applications,Tsinghua Univ., Beijing 100084,China;2.Network Research Center,Tsinghua Univ.,Beijing 100084,China);Implementation and evaluation of Chinese spam filtering system[J];Journal of Dalian University of Technology;2005-S1
10 BAI Dong-yan (Department of Power Electronics and Electric Drives,Shijiazhuang Railway Institute,Shijiazhuang 050043,China);The Applying of Improved Bayesian Algorithm to the Anti-spam[J];Computer Knowledge and Technology(Academic Exchange);2007-07
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 WANG Hong-chao,CHEN Wei-ru,LIU Jun(Dept.of Computer Science and Technology,Shenyang Institute of ChemicalTechnology,Shenyang 110142,China);Research of Commodity Recommendation System Based on Customer Clustering[J];Computer Technology and Development;2008-07
2 ZHANG Chun-fei1,ZHENG Shan-hong2,LI Wan-long2 (1.Jilin University,Changchun 130062,China;2.Changchun University of Technology,Changchun 130012,China);Research on Integration of Healthcare Enterprise Based on Agent Technology[J];Computer Technology and Development;2009-10
3 QI Wei LI Yi-jun LI Ying-lai XIE Wei-quan (School of Management,Harbin Institute of Technology,Harbin 150001,China);Research on the Model of Intelligent Enterprise Email Classification Management[J];China Soft Science;2007-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved