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《Journal of Hunan Environment-Biological Polytechnic》 2006-03
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Analysis and Comparison on Text Clustering Algorithm

GONG Jing,LI Ying-jie(Hunan Environment-Biologic Polytechnic,Hengyang 421005 Hunan)  
The text clustering method is an important method processing text information.The paper introduced the commonly used text cluster algorithm.And it analyzed and compared these algorithms from many aspects such as the applicable scopes,the influence of initial parameters,termination condition,the sensitivity to noise,and so on,which provided a certain guiding significance for the application of text clustering algorithms.
【Fund】: 湖南环境生物职业技术学院院长科研基金资助项目(编号:T05-13)
【CateGory Index】: TP301.6
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【References】
Chinese Journal Full-text Database 1 Hits
1 GONG Jing,ZENG Li(Department of Information Technology,Hunan Environment-Biological Polytechnic,Hengyang,Hunan 421005,China);Feature Selection Methods Applied in Chinese Text Categorization[J];Journal of Hunan Environment-Biological Polytechnic;2008-03
【Citations】
Chinese Journal Full-text Database 6 Hits
1 Jiang Ning 1 Gong Xiujun 1 Shi Zhongzhi 21 (Graduate College of University of Science and Technology of China,Beijing100039) 2 (Institute of Computing Technology Chinese Academy of Science,Beijing100080);Text Clustering in High-dimension Feature Space[J];Computer Engineering and Applications;2002-10
2 ;A New Algorithm for Clustering Analysis Based on Genetic Algorithm[J];Computer Science;2002-06
3 ;K-Means Clustering Algorithm with Refined Initial Center[J];Computer Science;2002-07
4 ZHANG Li ZHOU Wei Da JIAO Li Cheng (National Key Laboratory for Radar Signal Processing, Xidian University, Xi′an 710071);Kernel Clustering Algorithm[J];Chinese Journal of Computers;2002-06
5 YU Jing-hui,HE Pi-lian,SUN Yue-heng(School of Electronic Information Engineering,Tianjin University,Tianjin 300072,China);Research on text hierarchical clustering algorithm based on K-Means[J];Computer Applications;2005-10
6 SU Zhong1,2, MA Shao-ping1,2, YANG Qiang3, ZHANG Hong-jiang4 1(Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China); 2(State Key Laboratory of Intelligent Technology and Systems, Tsinghua University, Beijing 100084;Document Clustering Based on Web-Log Mining[J];Journal of Software;2002-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Yanqin(Department of Resources and Environmental Geosciences, College of Environmental Sciences, Peking University, Beijing, 100871; The School of Management,Central University for Nationalities,Beijing,100081);A Technique Used in the Identification and Segmentation of Ecotourists: A Case Study of Baihuashan Nature Reserve in Beijing[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2005-06
2 Yuan Yunneng Wu YangCheng Gong(School of Electronics and Information Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Simplified method of kernel fuzzy c-means clustering for image texture classification[J];Journal of Beijing University of Aeronautics and Astronautics;2008-03
3 HU Jian1),YANG Bingru2),SONG Zefeng2),QIAN Rong2)1) School of Information Engineering,Jiangxi University of Science and Technology,Ganzhou 341000,China2) School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China;Web text clustering algorithm based on the nonstructural data mining model[J];Journal of University of Science and Technology Beijing;2008-02
4 ZHENG Yan~(1, 2),HUANG Rong-huai~2,ZHAN Xiao-su~3,ZHOU Chun-guang~4 (1.School of Computer Science and Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China; 2.School of Information Science, Beijing Normal University, Beijing 100875, China; 3.School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China; 4.School of Computer Science and Technology, Jilin University, Changchun 130023, China);Dynamic Fuzzy Clustering Method Based on Genetic Algorithm[J];Journal of Beijing University of Posts and Telecommunications;2005-01
5 ZHANG Ze-fei,XING Li-xin College of GeoExploration Science and Technology,Jilin University,Changchun,130026,China;Application of Texture Feature in Aster Images Classification[J];Journal of Jilin University(Earth Science Edition);2006-S1
6 CHEN Yong-liang,LI Xue-bin Mineral Resources Prediction Institute of Comprehensive Information,Jilin University,Changchun 130026,China;Kernel-Based Hierarchical Cluster Analysis[J];Journal of Jilin University(Earth Science Edition);2010-05
7 JIA Bing-jing,WU Chang-qin,GE Hua(School of Science,Anhui Science and Technology University,Fengyang 233100,China);The Research and Implementation of Web Text Clustering[J];Journal of Changchun Normal University;2011-06
8 SHANG Xiao-jing,LIU Xiao-mei,LI Cheng-feng,LI Yang,TIAN Yan-tao(College of Communication Engineering,Jilin University,Changchun 130025,China);Geometry Morphological Classification of Neurons[J];Journal of Jilin University(Information Science Edition);2011-03
9 TANG Zhaoxia(School of Computer Engineering,Huaiyin Institute of Technology,Huaan 223003,China);K-means Clustering Algorithm Based on Improved Genetic Algorithm[J];Journal of Chengdu University(Natural Science Edition);2011-02
10 YANG Xiao-yi,LIU Jia-yong,CHEN Shu-min(Institute of Information & Security, SCU, Chengdu 610064, China);Application of SVM to text categorization[J];Journal of Chengdu University of Information Technology;2005-02
China Proceedings of conference Full-text Database 10 Hits
1 Jiang Quansheng 1,2,Jia Minping 2 1.Department of Physics,Chaohu College,Chaohu 238000,P.R.China2.School of Mechanical Engineering,Southeast University,Nanjing 211189,P.R.China;Novel Hybrid Clustering Algorithm Incorporating Artificial Immunity into Fuzzy Kernel Clustering for Pattern Recognition[A];[C];2007
2 Wang Hongxia,Tian Guohui,Li Xiaolei,Bu Fanqian School of Control Science and Engineering,Shandong University,Jinan 250061,P.R.China;Robot Integrated Navigation Based on Landmark Information Fusion in Home Environment[A];[C];2007
3 Cao Aizeng1,Chen Yueting2,Wei Jun1,Li Jinping1 1.Institute of Pattern Recognition and Intelligent System,School of Information Science and Engineering,Jinan University,Jinan,250022,P.R.China2.School of Control Science and Engineering,Jinan University,Jinan 250022,P.R.China;A Hybrid Evolutionary Algorithm Based on EDAs and Clustering Analysis[A];[C];2007
4 Li Xin,Li Lizheng College of Information Science and Engineering,Central South University,Changsha 410083,P.R.China;Solid-Fluid Velocity Detection Algorithm Based on Template Matching[A];[C];2008
5 LI Chao-Chao 1,CHI Kai 1,FU Fang-Ping 1,CHE Wen-Gang 2,ZHAO Qing-Jiang 3 1.School of Information Engineering and Automation,Kunming University of Science and Technology,Kunming 650051,P.R.China2.Key Laboratory of Computer Technology and Application of Yunnan Province,Kunming University of Science and Technology,Kunming,650051 P.R.China 3.Department of Physics and Technology,Kunming University,Kunming,650031,P.R.China;Identifying Reaction of Stock Price to Public Information Based on Fuzzy C-means Clustering[A];[C];2010
6 ZHAO Qing-Jiang 1,CHI Kai 2,FU Fang-Ping 2,LI Chao-Chao 2,CHE Wen-Gang 3 1.Department of Physics and Technology,Kunming University,Kunming,650031,P.R.China2.School of Information Engineering and Automation Kunming University of Science and Technology3.Key Laboratory of Computer Technology and Application of Yunnan Province,Kunming 650051,P.R.China;Fuzzy Time Series Forecasting for RMB's Exchange Rate Based on FCM[A];[C];2010
7 Liu Tao,Chen Haowen,Wang Shuhong,Li Xiang (School of Electronic Science and Engineering,National University of Defense Technology,Hu Nan Chang sha 410073,China);Recognition of Space Point Targets Based on The IR Multispectral[A];[C];2009
8 Tang Guangfu;Ma Chunshi;Liu Huan;Fu Qiang (ATR Lab,National University of Defense Technology,Changsha,410073);A Valid and Fast Algorithm for Fuzzy Clustering[A];[C];2009
9 Zeng Laibei,Sun Xingming,Xiang Lingyun,and Luo Gang (School of Computer and Communication,Hunan University,Changsha 410082);Steganalysis for Function-Word-Modification-Based Steganography in Text[A];[C];2009
10 Rao Xian Li Bin Yang Shao-quan (The Electronic Counter Measures Institute,xidian university,xi'an,china 710071);Anomaly Detection Using Kernel Clustering[A];[C];2004
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 YE Liang-yan1,2(1.College of Computer Science and Information,Hefei University of Technology,Hefei 233009,China;2.Anhui Vocational College of Electronics & Information Technology,Bengbu 233010,China);Clustering User Behavior of Internet Cafes Based on Improved K-means Clustering Algorithm[J];Journal of Anhui Science and Technology University;2009-04
2 CAI Yingkun XIE Kunqing MA Xiujun (Center of Information Science, Peking University, Beijing, 100871);An Improved DBSCAN Algorithm which is Insensitive to Input Parameters[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2004-03
3 ZHAO Yao-hong(Software College,Changchun University,Changchun 130022,China);Research and implementation of information index system based on vector space model[J];Journal of Changchun University;2009-08
4 LI Xin-yan①,LI De-ren②(①School of Remote Sensing and Geoinformation;②State Key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University 430079);DBSCAN spatial clustering algorithm and its application in urban planning[J];Science of Surveying and Mapping;2005-03
5 WU Jian-jun,KANG Yao-hong(College of Information Science & Technology,Hainan University,Haikou,Hainan 570228,China);Application of latent semantic indexing to the research of text classification[J];Computer and Information Technology;2006-05
6 ;The Summary Of The Date Mining technology[J];Microcomputer Application Technology;2007-02
7 ZHANG Yan,AN Zhong-yin,SONG Zhong-shan (Computer College South-Central University For Nationalities WuHan 430073);The Clustering Arithmetic in Data Mining[J];Computer Knowledge and Technology(Academic Exchange);2007-07
8 YOU Qing-xiang1, YOU Rui-ling2 (1.School of Computer Information & Engineering, Changzhou Institute of Technology, Changzhou 213002, China; 2.Environment and Plan Department, Shangqiu Normal University, Shangqiu 476000, China);A Component-Library Design Method Based on Vector Space Model Matching[J];Computer Knowledge and Technology;2009-03
9 ZHANG Ran1,XIA Su-ping2(Department of Statistic and Information Management,Xinjiang University of Finance Economics,Urumuqi 830011,China;2.Department of Computer,Xinjiang Technical College of Building,Urumuqi 830054,China);A Vector Space Model Based Topic PageRank Algorithm[J];Computer Knowledge and Technology;2009-04
10 XU Wei-jia (School of Software Engineering, Tongji University, Shanghai 201804, China);Vector Space Model-Based Document Clustering Research[J];Computer Knowledge and Technology;2009-25
China Proceedings of conference Full-text Database 1 Hits
1 Chen Yu Shi Xiaodong Xiang Xiaowen Zhang Runyan School of Information Science and Technology,Xiamen University,Xiamen Fujian 361005,China;Chinese Named Entity Recognition Based on Mixed Method[A];[C];2007
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 FAN Yu1,2,FU Hongguang1,WEN Yi1,2,3(1.Chengdu Institute of Computer Application,Chinese Academy of Sciences,Chengdu Sichuan 610041,China;2.University of Chinese Academy of Sciences,Beijing 100049,China;3.Chengdu Documentation and Information Center,Chinese Academy of Sciences,Chengdu Sichuan 610041,China);Patent information clustering technique based on latent Dirichlet allocation model[J];Journal of Computer Applications;2013-S1
2 GONG Jing;HU Ping-xia;LI Chun-mei;Department of Information Technology,Hunan Environment-Biological Polytechnic;;Study of the Method Applying in Text Classification for Computing Weight of Text Characteristic Item[J];Journal of Huizhou University(Social Science Edition);2013-06
3 YU Minjie1,2 TIAN Ji1,2(1.Zhejiang University Research Center Analysis and Application of Information Resources,Hangzhou 310027; 2.Zhejiang University Library,Hangzhou 310027);Patent Information Analysis on Marine Organisms Industry[J];Journal of Intelligence;2012-09
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 WANG Ji Cheng, PAN Jin Gui, and ZHANG Fu Yan(Department of Computer Science and Technology, Nanjing University, Nanjing 210093) (State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093);RESEARCH ON WEB TEXT MINING[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;2000-05
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