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The Application of Data Mining in Geology

WANG Qin_jun, XUE Lin_fu (Changchun University of Science and Technology, Changchun 130026,China)  
Data mining is a field which can bring forth new ideas. It has been widely used in the field of astronomy,business and so on.Through it, people have got many achievements. Its potential application in the field of geology has been given more and more attention. This paper mainly generalizes the data mining’s six modes,two tools,seven mothods and discusses its prosperity and significance. Using data mining techonlogy people may abstract methods which can be understood easily. So they can recognize the geological rules and find new knowledge hidden in geology effectively. At the same time, the digitial procession of data mining techonology may increase the geological problems’object and decrease the error man made.
【CateGory Index】: TP311.13;;P5
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Chinese Journal Full-text Database 9 Hits
1 MA Zhi-yong~(①②),ZHANG Jun-hai~(①)(①Hebei normal university School of resources and environment science,Shijiazhuang 050016,China;②Handan College,Handan 056005,China);A discussion of data mining and Geo-data analysis unity[J];Science of Surveying and Mapping;2006-06
2 Cui Lili Huang Tao (Urban and Environmental Dynamics Open Laboratory, ECNU, Shanghai, 200062);Some Discussions on "Digital City" and Related Key Technologies[J];Research Soft-Science of Surveying and Mapping;2001-04
3 CHANG Jin_yi;SHEN Jian;ZHOU Bei(Dept.of Computer,Changshu College,Changshu 215500,China);Technique System of Constructing Digital City[J];Journal of Changshu College;2002-04
4 LI She~1,GUAN Tai-yang~(1,2),LIN Zi-yu~1(1.Department of Earth Sciences,East China Institute of Technology,Fuzhou 344000,China;2.Institute ofGeochemistry,Chinese Academy of sciences,Guiyang 550002,China);Analyse of Remotely Sensed Imagery Base of Spatial Data Mining[J];Geomatics & Spatial Information Technology;2005-05
5 Chen Xilian1 Wang Xingdong2 Liu Baoshun1(1School of Civil and Environment Engineering,Beijing University of Science and Technology;2Gongchangling Mining Co.);Feasibility Study of Using "Data Mining" Technology to Solve Mine Resources Crises[J];Express Information of Mining Industry;2005-04
6 Lei Jun(The 12th China Railway Bureau Group,Taiyuan 030024,China);Data Mining of Physical and Technical Features of Loess[J];Journal of Shijiazhuang Railway Institute(Natural Science);2008-03
7 Huang Long Bao Zhidong Zhang Wenrui. Key Laboratory of Education Ministry for Accumulation Mechanism of Oil & Gas,China University of Petroleum (Beijing),Beijing 102249,China;Walsh data discretization method and its application in reservoir description.[J];Geophysical Prospecting for Petroleum;2008-06
8 YU Guo-xin1,2,BAI Ming-zhou1,XU Zhao-yi1(1.School of Civil Engineering & Architecture,Beijing Jiaotong University,Beijing 100044,China;2.The First Railway Survey and Design Institute,Xi'an 710043,China);Knowledge Mining of Classification of Railway Tunnel Surrounding Rock[J];Journal of the China Railway Society;2007-04
9 CHAO Hui-xia1,YAO Wei-hua2,NAN Jun-xiang2,YANG Xing-ke1 (1.School of Earth Sciences and Land Resources,Chang'an University,Xi'an 710054,Shaanxi,China;2.Research Institute of Exploration and Development,Changqing Oilfield Company,CNPC,Xi'an 710021,Shaanxi,China);Application of visual data mining to the study on clastic rock reservoir[J];Journal of Xi'an Shiyou University(Natural Science Edition);2008-03
Chinese Journal Full-text Database 10 Hits
1 Xu Yinwu et al.;Ideas of Design on Integrated Software for FEA on Underground Structures and Their Realization[J];Underground Space;1998-S1
2 CHEN Jian feng(4);Comparison of Techniques for Geological Prediction of Tunnels[J];Underground Space;2003-01
3 LIU Yuan-xue~(1,2),JIANG Shu-ping~2,ZHAO Shang-yi~1(1.Dept.of Architecture & Civil Engineering,Logistical Engineering University,Chongqing 400041,China;2.Chongqing Communication Research & Design Institute,Chongqing 400067,China);Optimizing Analysis for Construction Schemes of Shallow Multi-Arch Loess Tunnel[J];Chinese Journal of Underground Space and Engineering;2005-06
4 YANG Guo-lin,YANG Li-wei(College of Civil Architectural Engineering,Central South University,Changsha 410075,China);Detection Techniques and Methods of Geological Advanced Prediction in Tunnel Construction[J];Chinese Journal of Underground Space and Engineering;2006-04
5 Fan Chunxiao; Yu Zhongqiang; Sun Baowen; Bian Xiaochun (College of Eng., North China Univ. of Tech., 100041, Beijing, China);A Method of Synchronizing Remote Processes On WINDOWS NT ─—Using Named Pipes[J];JOURNAL OF NORTH CHINA UNIVERSITY OF TECHNOLOGY;1998-01
6 WU Shao min FENG Jian sheng (Baosteel Technical Centre,Shanghai 201900,China);Baosteel Data Mining System[J];Bao Steel Technology;2001-01
7 L Honghua 2) REN Mingda 2) LIU Jincheng 3) LI Youli 2) ( 2) College of Environmental Science,Peking University,Beijing,100871; 3) Qinghai Institute of Petroleum Exploration and Development,Dunhuang,736202);Application of Q-model Principal Factor Analysis and Clustering Method in Evaluation on Sandstone Reservoirs of the Neogene in Huatugou Oilfield,Qaidam Basin[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2006-06
8 GUO Deyong1),LI Nianyou1,2),PEI Dawen1,3),ZHENG Dengfeng1)1)Resource and Safety Engineering School,China University of Mining and Technology(Beijing),Beijing 100083,China2)Sichuan Weitian Mine Safety Science and Technology Evaluate and Consultation Co.,Chengdu 610083,China3)Pingdingshan Coal(group)Co.Ltd.,Pingdingshan 467000,China;Prediction method of coal and gas outburst using the grey theory and neural network[J];Journal of University of Science and Technology Beijing;2007-04
9 GUO Deyong1),FAN Jinzhi1,2),MA Shizhi3),WANG Yibin1)1)Resource and Safety Engineering School,China University of Mining and Technology(Beijing),Beijing 100083,China2)Jining Coal Industry Bureau,Jining 272017,China3)Pingdingshan Coal(Group)Co.Ltd.,Pingdingshan 467000,China;Prediction method of coal and gas outburst by analytic hierarchy process and fuzzy comprehensive evaluation[J];Journal of University of Science and Technology Beijing;2007-07
10 Li Zhaowen;You Dinghua (Institute of Artifical intelligence,Beijing Institute of technology, Beijing 100081);A Study on an Active Database System and its Applications[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1995-01
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Yan-li(Geography & environment science college,Northwest Normal University, Lanzhou 730070, China);A spatial association rules mining application in the second chinese agriculture general investigation[J];Science of Surveying and Mapping;2009-02
2 YANG Li-xi, WANG Jin-feng, WANG Jia-yao;Locating of Distribution Transformers and Power Supply Area Plotting Based on Voronoi Diagrams[J];Bulletin of Surveying and Mapping;2004-05
3 WANGJing;The Integration of Spatial Data Mining and Knowledge Discovery and Geographic Visualization[J];Bulletin of Surveying and Mapping;2005-12
4 CHANG Jin_yi;SHEN Jian;ZHOU Bei(Dept.of Computer,Changshu College,Changshu 215500,China);Technique System of Constructing Digital City[J];Journal of Changshu College;2002-04
5 Ruiqing QIE1,2,Linfu XUE1,Shixiang LIU1 and Yunliang YU11.College of Earth Sciences,Jilin University,Changchun 130026,China2.College of Management,Jilin Agricultural University,Changchun 130118,China;Interpretation of remote sensing of geological structures and prediction of gold mineralization in Mohe area and its adjacent region[J];世界地质(英文版);2007-01
6 Man WANG1,2,Linfu XUE1,2 and Yingwei WANG1,21.College of Earth Sciences,Jilin University,Changchun 130061,China2.Digital Geology Lab,Jilin University,Changchun 130061,China;Spatial data mining system for ore-forming prediction[J];世界地质(英文版);2007-01
7 HAN Zhi - gang, QIAN Le - xiang, QIN Fen, CUI Cai - hui (College of Environment & Planning, Henan University, Kaifeng 475001, China);Primary Discussion on the Integrated Construction of Digital City[J];Geography and Geo-Information Science;2003-06
8 XU Sheng-hua1,LIU Ji-ping1,HU Ming-yuan2(1.Chinese Academy of Surveying and Mapping,Beijing 100039;2.State Key Lab of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China);Research on Spatial Data Mining and Its Development Trend[J];Geography and Geo-Information Science;2008-03
9 HUANG Wen-xiao(Xinjiang Yili Finance and Trade School,Yilin 853000,China);The Application of Data Mining for Image Edge Detection[J];Journal of Guangxi University for Nationalities(Natural Science Edition);2008-04
10 LIU Hai-tao1a,2,YUAN Chang-an1b,LI Gui-lai2,1b(1.Guangxi Teachers Education University a.College of Resources & Environment Science;b.Department of Information & Technology,Nanning 530001,China; 2.Information College,Linyi Normal University,Linyi Shandong 276005 China;);The Development and Application of Spatial Data Mining Technology Based on Bionics[J];Journal of Guangxi Teachers Education University(Natural Science Edition);2009-02
China Proceedings of conference Full-text Database 2 Hits
1 ;空间数据挖掘在地理信息系统中的应用[A];[C];2006
2 Wang Jiawen, YuZhuwei, Du Xiaomin, Wei Chunping (State Key Laboratory of Coal Resources and Safety Mining ,China University of Mining and Technology, Beijing 100083, China);Some Discussions on"Digital City"and Related Key Techniques[A];[C];2006
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