Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of The China Society For Scientific and Technical Information》 2001-01
Add to Favorite Get Latest Update

A Method of Rough Set Oriented Data Mining in Information System

Cheng Yan and Huang Tiyun (Management School,Harbin Institute of Technology,Harbin 150001)  
Data Mining is an important research topic in information system,which can discover knowledge automatically from large amounts of data,and the knowledge is helpful in decision making.Some traditional method of data mining is only suitable for precise set,not for rough set.Since many set of data in real life is rough,the method of rough set oriented data mining plays an important role in information system.In this paper,a rough set model of information system is proposed,a method of attribute reducing is developed,and an algorithm of mining rules from rough set,Apriori_2,is presented on basis of rough set model.
【Fund】: 国家自然科学基金项目资助 !批准号 :70 0 710 0 8
【CateGory Index】: G203
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 10 Hits
1 ZHANG Guo- quan (College of Mathematics and Information Science, Northwest Normal University,Lanzhou 730070,China);The Research on Technology of Data Mining Based on Rough Set[J];Computer Knowledge and Technology;2006-02
2 ZHU Chuanjun1,ZENG Linggang2 (1.Dept.of Mechanical Engineering,Hubei Automotive Industries Institute,Shiyan Hubei 442002,China;2.School of Water Resource and Hydropower,Wuhan 430072,China);A Review of Uncertain Information on Floor Shop[J];Machine Tool & Hydraulics;2008-05
3 CHENG Yan(Department of Information Management, Management School, Fudan University, Shanghai 200433);Research on the Method of Mining Decision Preferential Information in Databases[J];Computer Engineering;2003-06
4 RAO Yun ching, LI Pei gen, LI Shu xia, ZHU Chuan jun, ZHANG Chao yong, JING Yuan hua, ZHANG Qin (Huazhong University of Science & Technology, Wuhan 430074);A Review of the Development of Manufacturing Execution Systems(MES)[J];Mechanical Science and Technology;2002-06
5 YUAN Hao, LIU Ting jian, DENG Rui;Water Consumption Planning System Based on the Development of Rough- Set- Oriented Data Mining Technique[J];Sci/tech Information Development & Economy;2004-02
6 ZHOU Hui,WANG Qian-ying,YUAN Fang,FEI Ying(Department of Management Science & Engineering,Nanchang Universi ty,Nanchang 330047,China);Applications of Rough Set in Enterprise Data Mining[J];Journal of Nanchang University(Engineering & Technology);2006-03
7 Cao Chunping~1,He Jia~1,Wang Yagang~1 and Shao Huihe~2 (1.School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology,Shanghai,200093, China) (2.School of Electironic Information and Electrical Engineering,Shanghai Jiao Tong University,Shanghai,200240,China);Application reaserch of association-rule and MES in the temperature control of continuous-casting[J];Computers and Applied Chemistry;2012-10
8 ZHU Guo-long,LI Long-shu(College of Computer Science and Technology,Anhui University,Hefei 230039,China);Research on Rule Extraction Method in Inconsistent Decision System[J];Computer Engineering;2013-02
9 Zheng Xiao-feng;Wang Shu;School of Civil Engineering and Transportation,South China University of Technology;;Data Mining Method of Road Transportation Management Information Based on Rough Set and Association Rule[J];Journal of South China University of Technology(Natural Science Edition);2014-02
10 Huang Tiyu,Lu Tao and Cheng Yan (Management School,Harbin Institute of Technology,Harbin 150001);Research on the Method of Attribute Value Discrete Mapping in Data Mining[J];Journal of The China Society For Scientific and Technical Information;2002-04
China Proceedings of conference Full-text Database 2 Hits
1 Zhu Chuanjun Chang Zhibin Dept. of Mechanical Engineering, Hubei Automobile Industries Institute. Shiyan, 442002;A Review of Uncertain Information on Floor Shop[A];[C];2006
2 Ma Yuliang Zhao Guangzhou;Research on Rough Set Theory and Its Applications In Engineer[A];[C];2002
【Citations】
Chinese Journal Full-text Database 1 Hits
1 ;Induced dependecy in relational databases[J];Computer Science;1998-03
【Co-citations】
Chinese Journal Full-text Database 1 Hits
1 Cheng Yan; Huang Tiyun (Management School, Haerbin Institute of Technology, Haerbin 150001);A Rough Set-based Method of Discovering Minimal Induction Dependency Relation[J];COMPUTER ENGINEERING;2000-03
China Proceedings of conference Full-text Database 2 Hits
1 ;对象概念层次树的构造[A];[C];2000
2 ;时态关系数据中归纳依赖的研究[A];[C];2000
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 An Yunpei; Che Yuman ;Liu Fang; Gong Hairui(AISC Technology Centre) (AISC Ironmaking Plant);Development and Application of the Expert System for Thermal State of AISC No.4 BF[J];;1997-08
2 ZHANG Hong-yun MA Yuan (School of Computer Science and Engineering,Anshan Institute of I.&S.Technology,Anshan Liaoning 114002,China);The Relation and the Difference between Data Mining and DDS[J];Journal of Anshan Teachers College;2001-03
3 SHEN Hua 1,2 (1.Department of Mathematics,Anshan Normal University,Anshan Liaoning 114005,China; 2.College of Computer Science and Technology,Dalian Maritime University,Dalian Liaoning 116026,China);Study of Data Mining System on Video[J];Journal of Anshan Normal University;2004-04
4 FAN Juan1,WANG Hongy-an2(1.Office,Baoding Teachers College,Baoding 071000,China;2.Teaching Group of Computer,Fuchang Technical Secondary Schoolof Baoding,Baoding 071000,China);Disposalof Data Discretization in Knowledge Discovering[J];Journal of Baoding Teachers College;2006-02
5 Feng Jiansheng (Technology Center);KDD and Its Applications[J];BAO STEEL TECHNOLOGY;1999-03
6 FENG Pei, YANG Jun, CHANG Lei (No.5 Brigade of Graduate, Ordnance Engineering College, Shijiazhuang 050003, China);Survey of Whole-Resource Visual System Design[J];Ordnance Industry Automation;2005-03
7 WANG Ying-lei, XU Zhe (School of Economics and Management, Beijing University of Aeronautics and Astronautics, Beijing 100083);A Analysis of the Huge Engineering Project's Combined Risk of Schedule and Cost[J];Journal of Beijing University of Aeronautics and Astronautics(Social Sciences Edition);2000-04
8 Ning Jianguo Zhang Wenyao  Zheng Zhuguo Li Wei (Department of Safety, Beijing Institute of Technology, Beijing,100081) (Institute of Software, Chinese Academy of Sciences );VISUALIZATION OF EXPLOSION AND SHOCK[J];Acta Armamentarii;2000-S1
9 ;Discusion on Visualizatiou Couponment Map Technology[J];Beijing Surveying and Mapping;2001-04
10 ZHEN Bin\ WU Xihong\ LIU Zhimin\ CHI Huisheng (Center for Information Science,Peking University,Beijing,100871);On the Importance of Components of the MFCC in Speech and Speaker Recognition[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2001-03
China Proceedings of conference Full-text Database 1 Hits
1 (XIAO Liyong, SU Hongye, MIAO Yu, CHU Jian) (National Key Laboratory of Industrial Control Technology, Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou 310027, Zhejiang, China);Study on Functional Architecture of Manufacturing Execution System[A];[C];2009
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Gang,GUAN Ting,HOU Xiao-hui(Inner Mongolia Xinlian IT Co.Ltd.,Baotou 014010,Nei Monggol,China);Application of Manufacturing Execution System(MES) in Coking Plant of Baotou Iron-steel Group[J];Science & Technology of Baotou Steel(Group) Corporation;2006-03
2 ZHANG Sha-qing (School of Economics and Management,Guangdong University of Technology,Guangzhou 510090,China);MES: The Pivot for Informatization of Manufacturing Industry[J];Commercial Research;2006-17
3 ;Design and Implementation of Manufacture Execution System in Color Picture Tube Enterprise[J];Computer Development & Applications;2006-08
4 SHI Yue-mei,HU Guo-hua(Department of Computer Science & Technology,Xinzhou Teachers University,Xinzhou 034000,China);Mining Association Rules Incompletely Compatible Based on Rough Set[J];Computer and Information Technology;2010-03
5 KANG Li-jun~(1),WU Li-li~(1,2) (1.College of Information Science and Technology,Gansu Agricultural University,Gansu,Lanzhou 730070;2.College of Information Engineering and Computer,Lanzhou University,Gansu,Lanzhou,730000,China);Attribute reduction algorithm based on rough sets theory in database knowledge discovery[J];Journal of Gansu Agricultural University;2005-05
6 LIANG Qiu-rong(Electromechanical school,China University of Geosciences,Wuhan 430071,China);Study on Application Method of Workflow in MES[J];Equipment Manufacturing Technology;2008-05
7 LIANG Qiu-rong(Electromechanical school,China University of Geosciences,Wuhan 430071,China);Study on Application Method of Workflow in MES[J];Equipment Manufacturing Technology;2008-08
8 LI Tian-zhi~(1,2),LIANG Jia-rong~2,FAN Ping~2,XU Feng-sheng~1 (1.Department of Computer Science and Technology,Dezhou University,Dezhou,Shandong,253023,China;2.College of Computer and Electronic Information,Guangxi University,Nanning,Guangxi,530004,China);Research of Rough Set Basic-Operations Based on Binary[J];Guangxi Sciences;2006-02
9 CHEN Qiao~1,LIANG Jing-zhang~2,BI Ying-zhou~3 (1.Electric Engineering College Guangxi University,Nanning Guangxi 530004,China; 2.College of Computer and Information Engineering,Guangxi University Nanning 530004,China;; 3.Department of Information Technology,Guangxi Teachers Education University,Nanning Guangxi 530004,China);A New RS-Based Method of Discovering Decision-preferential Information[J];Journal of Guangxi Teachers College;2004-01
10 Chen Yu Liao YongBin Duan Xin (Automation Engineering Center, Guangdong Academy of Sciences);Manufacturing Execution System and It's Typical Structure[J];Guangdong Automation & Information Engineering;2004-02
China Proceedings of conference Full-text Database 6 Hits
1 YANG Huai-bo~1,SHI Ming-hua~1,QIU Xiao-qin~2 (1、School of Mechanical and Electronic Engineering,Tianjin Polytechnic University,Tianjin 300160,China; 2、School of Management,Tianjin Polytechnic University,Tianjin 300160,China);Research and development of equipment management system of MES in textile industry[A];[C];2010
2 Zhu Chuanjun Chang Zhibin Dept. of Mechanical Engineering, Hubei Automobile Industries Institute. Shiyan, 442002;A Review of Uncertain Information on Floor Shop[A];[C];2006
3 GAO Xian-wen, JIN Chun-qiu, LI Shi-hai Key Lab of Process Industry Automation of Ministry of Education, School of Information Sciencs and Engineering, Northeastern University, Shenyang 110004, China.;Research and development of production scheduling system in ore production[A];[C];2005
4 Chen Ming Gu Hongbin College of Civil Aviation,Nanjing University of Aeronautics and Astronautics,Nanjing,210016,China;Application of Data Mining to Aviation Accident Data[A];[C];2008
5 Qu Bin ( School of Business Administration, North China Electric Power University, Beijing 102206);Study on Reduction of Evaluation Index System Based on Rough Set[A];[C];2005
6 YAO Xi-fan,SHUAI Qi,TAN Wei,GE Dong-yuan (School of Mechanical and Automotive Engineering,South China University of Technology, Guangzhou 510640,China);Strategy for Modeling and Optimization of Manufacturing Systems Based on Target Cascading and IPDI Principle[A];[C];2009
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved