Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Taiyuan Normal University(Natural Science Edition)》 2011-01
Add to Favorite Get Latest Update

Research of Short Message Categorization Method Based on the Features of Chinese Character

Cui Caixia(Department of Computer,Taiyuan Normal University,Taiyuan 030012,China)  
With the spread of the commercial advertising messages,pornographic messages and harassing messages through mobile phone,People′s Daily life and social stability have been seriously influenced.Therefore short message classification has become an important field of the natural language processing.The development of short messages content in recent years is analyzed,and a method for short message classification is proposed.The experiment results indicate that in contrast to word features this method reduced the mistake rate of useful message.This means that the method presented in this paper is feasible.
【CateGory Index】: TN929.5
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 3 Hits
1 LI Rong Lu and HU Yun Fa (Department of Computing and Information Technology, Fudan University, Shanghai 200433);A Density-Based Method for Reducing the Amount of Training Data in kNN Text Classification[J];Journal of Computer Research and Development;2004-04
2 ZHOU Yan-tao1,2,TANG Jian-bo1,WU Zheng-guo2(1.School of Computer & Communication,Hunan University,Changsha 410082,China;2.College of Information & Electrical Engineering,Naval Engineering University,Wuhan 430033,China);Method of multi-topic Web text classification based on VSM[J];Application Research of Computers;2008-01
3 Zhang Junli Zhang Fan(Department of Information Management, Huazhong Normal University, Wuhan 430079, China);Application of Improved KNN Algorithm in Spam E-mail Filtering[J];New Technology of Library and Information Service;2007-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Yu-jian ZHOU Lan-zhen CAO Wei-ping (College of Computer Science and Technology,Beijing University of Technology,Beijing 100022,China);Joint Feature Selection Method of Document Frequency and CHI With Application to Web Pages Categorization[J];Journal of Beijing University of Technology;2008-09
2 NING Hui,LV Zhi-long (Computer Science and Technology College Harbin Engineering University,Harbin 15001,China);A Study on Feature Selection in Chinese Text Categorization[J];Computer Knowledge and Technology(Academic Exchange);2007-21
3 HU Jia-ni,XU Wei-ran,GUO Jun,DENG Wei-hong (Beijing University of Posts and Telecommunications, Beijing 100876, China);Study on feature selection methods in Chinese text categorization[J];Study On Communications;2005-03
4 LIU Hai-bo,XI Ya-hui,WANG Yu(College of Computer and Mathematics,Hebei University,Baoding 071002,China);A Fast KNN for Text Categorization[J];Journal of Hebei University(Natural Science Edition);2008-03
5 Li Ronglu, Wang Jianhui, Chen Xiaoyun, Tao Xiaopeng, and Hu Yunfa (Department of Computing and Information Technology, Fudan University, Shanghai 200433);Using Maximum Entropy Model for Chinese Text Categorization[J];Journal of Computer Research and Development;2005-01
6 Hao Xiulan1,Tao Xiaopeng1,Xu Hexiang2,and Hu Yunfa11(Department of Computing and Information Technology,Fudan University,Shanghai 200433)2(Shanghai Tele-education Group,Shanghai 200092);A Strategy to Class Imbalance Problem for kNN Text Classifier[J];Journal of Computer Research and Development;2009-01
7 Wang Mengyun Wang Suge(Department of Computer Science,Shanxi University,Taiyuan030006)(Department of Mathematics,Shanxi University,Taiyuan030006);A Model for Text Categorization Based on the Statistic Features of Chinese Characters[J];Computer Engineering and Applications;2004-13
8 YANG Lin-bo1,WANG Shi-tong1,21.School of Information,Jiangnan University,Wuxi,Jiangsu 214122,China 2.Creative Multimedia Center,Jiangnan University,Wuxi,Jiangsu 214122,China;Fast text categorization approach based on similarities between text boundaries[J];Computer Engineering and Applications;2009-04
9 JIANG Tao,CHEN Xiao-li,ZHANG Yu-fang,XIONG Zhong-yang;Improved KNN using clustering algorithm[J];Computer Engineering and Applications;2009-07
10 WANG Xiu-Jun SHEN Hong(Department of Computer Science and Technology, University of Science and Technology of China, Hefei 230039);Improved Growing Learning Vector Quantification for Text Classification[J];Chinese Journal of Computers;2007-08
China Proceedings of conference Full-text Database 4 Hits
1 Wuzheng Lv Xiaoli Jin Yaohong ( Linguistry Management Institute&Com.Ltd, Dazheng, Beijing, Beijing, 100081 ) ( Institute of Acoustics, CAS, Beijing, 100080);Discussion about Introducing HNC Domain into Text Categorization[A];[C];2005
2 ZhaoJiyuan,LuoXiao Tongfang Knowledge Network Technology(Beijing) Co.,Ltd.,Beijing,100084;Research on Academic Text Categorization Oriented to CLC[A];[C];2009
3 CHEN Qing-xuan,ZHENG De-quan,ZHEN Bo-wen,ZHAO Tie-jun,LI Sheng (MOE-MS Key Laboratory of Natural Language Processing and Speech,Harbin Institute of Technology,Harbin 150001,China);Text feature selection based on document frequency distribution for Chinese text classification[A];[C];2010
4 SHEN Zhi-bin BAI Qing-yuan (College of Mathematics and Computer Science,Fuzhou University,Fuzhou 350002,China);KNN Text Classification Method Based on Weight Modify[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 LIU Jiaojao, GONG Li,LI Jianhua (Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai 20 0030);Automatic Topic Classification of Web Texts Using Ontology[J];Computer Engineering;2003-11
2 WANG Bin,PAN Wen-feng (Institute of Computing Technology, Chinese Academy of Sciences,Beiji ng 100080,China);A Survey of Content-based Anti-spam Email Filtering[J];Journal of Chinese Information Processing;2005-05
3 Jun Wu, Zuoying Wang, Feng Yu, Xia Wang(Department of Electronic Engineering,Tsinghua UniversityBeijing 100084,P.R.China);Automatic Classification of Chinese Texts[J];JOURNAL OF CHINESE INFORMATION PROCESSING;1995-04
4 Ling Yun,Liu Jun and Wang Xun(College of Computer & Information Engineering,Zhejiang Gongshang University,Hangzhou 310035);Multi-hierarchial Classification of Web Text[J];Journal of The China Society For Scientific and Technical Information;2005-06
5 Su Xinning; Xu Jinhong and Shi Jiulin(Department of Information Management, Nanjing University);On Automatic Classification of Archive Documents[J];JOURNAL OF THE CHINA SOCIETY FOR SCIENTIFIC AND TECHNICAL INFORMATION;1995-03
6 Cao Suqing,Zeng Fuhu and Cao Huanguang (Shanxi University,Taiyuan 030006);A Mathematical Model for Automatic Chinese Text Categorization[J];JOURNAL OF THE CHINA SOCIETY FOR SCIENTIFIC AND TECHNICAL INFORMATION;1999-01
7 Xu Hongwei Fang Yong Yin Chun (Electronic and Information College,Sichuan University,Chengdu 610064);The Analysis of Spam Email Filtering Technology[J];Communications Technology;2003-10
Similar Journals
> Jiangxi Science
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved