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《Computer Development & Applications》 2002-11
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Summary of Collaborative Filtering

The collaborative filtering analyses user's interest,and finds out the similar(interested)user of specific user in the group of user,and integrates the evaluation of those similar users to some message,so that to obtain the system prediction of interested degree about this message from the specific user.The collaborative filtering posses advantages,such as function to proposing new message.The present situation and development trends are introduced.
【Fund】: 山西省自然科学基金 (9910 35 ) ;; 山西省归国人员基金资助
【CateGory Index】: TP393.03
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【References】
Chinese Journal Full-text Database 10 Hits
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【Citations】
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1 LIN Hong-Fei (Department of Computer Science, Dalian University of Technology, Dalian 116024);A HYBRID MODEL FOR TEXT FILTERING[J];Journal of Computer Research and Development;2001-09
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 SHEN Jingnie1,2,3,YE Meng1,3(1.State Key Laboratory of Optical Communication Technologies and Networks,Wuhan 430074,China;2.Wuhan Research Institute of Posts and Telecommunications,Wuhan 430074,China;3.Dept.of Security Products,Wuhan Hong Xu Information Technology Co.,Ltd.,Wuhan 430074,China);Research of Internet Controller Based on CN56xx Network Processor[J];Video Engineering;2012-09
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3 LIN Hong Fei and YANG Yuan Sheng (Department of Computer Science and Engineering, Dalian University of Technology, Dalian 116024);THE REPRESENTATION AND UPDATE MECHANISM FOR USER PROFILE[J];Journal of Computer Research and Development;2002-07
4 Wang Tailei(Department of Computer Science and Technology,Taishan University,Taian,Shandong271021);Research on Personalized Recommender Systems Based on Similar Pat tern Clustering for E-Commerce[J];Computer Engineering and Applications;2005-06
5 ZHU Jun, CHEN Gang (Institute of Artificial Intelligence, Zhejiang University, Hangzhou 310027);An Efficient Intelligent Model for Content Filtering[J];Computer Engineering;2003-21
6 WANG Tailei (Department of Computer Science and Technology, Taishan University, Taian 271021);Research on Similar Pattern Clustering in Personality Recommendation System[J];Computer Engineering;2005-10
7 HU Juan-li,YAO Yong,LIU Zhi-jing Department of Computer Science and Tecnology,Xi'dian University,Xi'an Shaanxi 710071,China;Personalized text content filtering based on typical feedbacks[J];Journal of Computer Applications;2007-10
8 YUE Rong (Dept. of Basis, Shandong University of Science & Technology, Taian Shandong 271000,China);An Efficient System for Usage Data Acquisition in Web Site[J];Application Research of Computers;2004-04
9 CHEN Jiang-bing~1,ZHANG Wei~2(1.Jiangxi Institute of Education,Nanchang 330029,China;2.School of Computer,Guangdong Polytechnic University,Guangzhou 510090,China);A Model of Filtering Bad Text Information Based on State Conversion[J];Journal of Jiangxi Institute of Education;2005-06
10 Teng Shaohua Zhang Wei Li Jiaxi (Department of Computer Science,Guangdong University of Technology,Guangzhou 510090);A MODEL OF FILTERING BAD TEXT INFORMATIONBASED ON RULE CALCULATIONS[J];Computer Applications and Software;2004-03
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1 ;Research on Personalized Recommender Systems for E-Commerce[A];[C];2002
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 DENG Zhihong TANG Shiwei ZHANG Ming YANG Dongqing CHEN Jie (Department of Computer Science and Technology,National Laboratory on Machine Perception,Peking University,Beijing,100871);Overview of Ontology[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2002-05
2 ZHAN Shou-yi, JING Xin(Department of Computer Science and Engineering,School of Information Science and Technology, Beijing Institude of Technology, Beijing 100081, China);Personal Information Filtering Technology with Time Factor[J];Journal of Beijing Institute of Technology;2005-09
3 ZHA zhi-hua,LI wei (Scholl of Electronics and Information of Shihezi university,Shihezi,832000,China);Developing Trend and Present Situation of Search Engine[J];Journal of Bingtuan Education Institute;2006-03
4 JI Liang-hao,WANG Guo-yin,YANG Yong(Institute of Computer Science and Technology,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);Research of Web log data preprocessing based on collaborative filtering[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science);2006-05
5 HE Xing-wu (The Second Dept. of Computer, Chongqing Electronic Profession College, Chongqing 400021, China);An Example of User Profile Based on the Interest of User and the Improvement of K_means Algorithm[J];Journal of Chongqing Normal University(Natural Science Edition);2006-02
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10 WANG Yuan, SUN Tie-li, LI Yang(College of Computer Science,Northeast Normal University,Changchun 130117,China);Document Feature and Feature Extraction in Web Text Mining[J];Computer Knowledge and Technology;2006-14
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1 Li Ronglu Zhang Yongkui Niu WeixiaDept. of Computer Science, Shanxi University, TaiYuan 030006;A Survey of Conceptual Information Filtering[A];[C];2001
2 Zhang Gang Liu Ting Qin Bing Che Wangxiang Li Sheng Information Retrieval Group Harbin Institute of Technology;Content Security Oriented Filtering System[A];[C];2001
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LIU Sheng-guo (The Library,Baoji University of Art and Sciences,Baoji,Shaanxi 721007);Network Information Filtration Method and Individualized Service for Liberal Arts Readers[J];Journal of Baoji University of Arts and Sciences(Social Science Edition);2009-03
2 WANG Ji-hui,ZHAO Zhuo-ning (Dept.of E-commercial Affairs,CUIT,Chengdu 610225,China);Design of E-commerce website's Personalized Recommendation System based on Agricultural logistics[J];Journal of Chengdu University of Information Technology;2007-S1
3 LIN Shijie (Dept. of Library,Changshu Institute of Technology,Changshu 215500,China);The Technique Analysis of Library Individuation Information Service System[J];Journal of Changshu College;2005-06
4 ZHANG Kun, XU An-feng (Computer College,Nanyang Normal University, Nanyang 473061, China);Identification and Filtration Techniques of Harmful Information in Network Environment[J];Computer Knowledge and Technology;2009-09
5 SANG Shu-juan,ZHOU Yan(Anyang Institute of Technology,Anyang 455000,China);A Method for Computing Weight of Characteristic Item Based on the Length of Word[J];Computer Knowledge and Technology;2011-32
6 SANG Shu-juan,WANG Min(An yang Institute of Technology,Anyang 455000,China);A New Feature Extraction Method of Combining DF with MI[J];Computer Knowledge and Technology;2012-11
7 JIA Mei-juan,LI Juan(Department of Computer Science and Information Technology,Daqing Normal University,Daqing 163712,Heilongjiang China);Research on a Two-step Approach Used to Information Filtering[J];Journal of Daqing Normal University;2007-05
8 LIU Chun-ying, WU De-hua, SONG Ye (Changsha Aeronautical Vocational and Technical College, Changsha 410124, China);Statistic-based Digital Television Information Filter Algorithm[J];Video Engineering;2010-07
9 LIU Hui-ting;CHEN Chao;WU Gong-qing;ZHAO Peng;School of Computer Science and Technology,Anhui University;School of Computer Science and Information Engineering,Hefei University of Technology;;Collaborative filtering recommendation algorithm based on item attribute and local optimization[J];Journal of Anhui University(Natural Science Edition);2014-06
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1 Yunfei Shi,Jiangning Wu (Faculty of Management and Economics,Dalian University of Technology,Dalian 116024);A knowledge recommendation method for enterprise bookmarking system[A];[C];2011
【Secondary Citations】
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1 LIN Hong Fei, LI Ye Li, and YAO Tian Shun(Department of Computer Science, Northeastern University, Shenyang 110006);AN INFORMATION DIFFLUENCE MECHANISM FOR CHINESE TEXT FILTERING[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;2000-04
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