Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Geomatics and Information Science of Wuhan University》 2006-01
Add to Favorite Get Latest Update

Spatial Data Processing and Spatial Data Mining

WANG Xinzhou~(1,2)(1 Research Center for Hazard Monitoring and Prevention,Wuhan University,129 Luoyu Road,Wuhan 430079,China)(2 School of Geo-Information Science and Engineering,Shandong University of Science and Technology,579 Qianwangang,Qingdao 266510,China)  
This paper summarizes the main content of technique and theory of spatial data processing respectively based on the authors own understanding on spatial data processing,discusses the current research status of spatial data mining and its emphasis in the future research,and compares the similarities and differences between spatial data processing and spatial data mining.The development direction of each one is forecasted.
【Fund】: 国家自然科学基金资助项目(40474003);; 山东省泰山学者建设工程专项经费资助项目
【CateGory Index】: TP311.13
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 8 Hits
1 BI Shuo-ben①,L Guo-nian②,CHEN Ji-min③(①School of Computer Science,Nanjing University of Information Science and Technology,Nanjing 210044,China;②School of Geography Science,Nanjing Normal University,Nanjing 210097,China;③Institute of Mapping Information Engineering, Yellow River Engineering Consulting CO.,LTD.,Zhengzhou 450045,China);Research on classification mining of decision tree for prehistoric continuous culture settlements[J];Science of Surveying and Mapping;2008-02
2 CHEN Ke~①ZHANG Bao-ming~①WANG Yu-ling~②XIE Ming-xia~(①③)①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②Surveying and Mapping School of Zhengzhou,Zhengzhou 450015,China;③75719Troup,Wuhan 430074,China;A survey of data processing in data mining based on statistical analysis[J];Science of Surveying and Mapping;2008-S1
3 BI Shuo-ben1,GENG Huan-tong1,LU Guo-nian3 (1. School of Computer & Software,Nanjing University of Information Science and Technology,Nanjing 210044,China; 2. School of Geography Science,Nanjing Normal University,Nanjing 210097,China);Domestic Research Actualities and Technical System Discussion about Spatial Data Mining[J];Geomatics World;2008-01
4 ZHANG Ji-xian TANG Xin-ming ZHAI Liang;Thinking about the Establishment of Chinese Geomatics Informatization Technology System[J];Bulletin of Surveying and Mapping;2008-05
5 BI Shuo-ben1,LV Guo-nian2,CHEN Ji-min3(1.College of Computer Science,Nanjing University of Information Science and Technology,Nanjing 210044;2.College of Geography Science,Nanjing Normal University,Nanjing 210097;3.Institute of Mapping Information Engineering,Yellow River Engineering Consulting Co.Ltd.,Zhengzhou 450045,China);Research on K-means Clustering Mining for Prehistoric Continuous Culture Settlements about Zhengzhou-Luoyang Region[J];Geography and Geo-Information Science;2007-05
6 WANG Xinzhou (School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China; School of Geo-Information Science and Engineering, Shandong University of Science and Technology, Qingdao 266510, China);On the Course Construction of "Spatial Data Processing"[J];Geospatial Information;2006-03
7 JIA Zelu1,2,LIU Yaolin2(1.School of Surveying and Land Information Engineering,Henan Polytechnic University;Jiaozuo 454000,China;2.School of Resource and Environment Science,Wuhan University,Wuhan 430079,China);Survey of Visual Spatial Data Mining Research[J];Geospatial Information;2009-06
8 YAN Yong-hui HU Wu-sheng;Research on the data preprocessing technology in spatial date mining[J];Shanxi Architecture;2009-14
【Citations】
Chinese Journal Full-text Database 9 Hits
1 WANG Xin-zhou(School of Geodesy&Geomatics,Wuhan University,Wuhan430079,China);Maximum possibility estimation restricted by least uncertainty[J];Engineering of Surveying and Mapping;2003-01
2 WANG Xinzhou1, SHI Wenzhong2 (1. School of Geodesy and Geomatics, Wuhan University, Wuhan 430079,China; 2. Department of Land Surveying and GeoInformatics, The Hong Kong Polytechnic University, Hong Kong,China);Maximum Possibility Estimation[J];Acta Geodaetica Et Cartographic Sinica;2003-03
3 Wang Xinzhou (Projects and Consulting Office, WTUSM, 129 Luoyu Road, Wuhan, China, 430079);The Theory, Method and Robustness of the Parameter Estimation Based on the Principle of Information Spread[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);1999-03
4 LI Deren 1 WANG Shuliang 1 SHI Wenzhong 2 WANG Xinzhou 3 (1 National Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing, Wuhan University,129 Luoyu Road,Wuhan,China,430079) (2 Department of Land Surveying & Geo_Info;On Spatial Data Mining and Knowledge Discovery (SDMKD)[J];Editoral Board of Geomatics and Information Science of Wuhan University;2001-06
5 LI Deren 1 WANG Shuliang 1 LI Deyi 2 WANG Xinzhou 3 (1 National Laboratory for Information Engineering in Surveying Mapping and Remote Sensing,Wuhan University, 129 Luoyu Road,Wuhan,China,430079) (2 China Institute of Electric System Engineeri;Theories and Technologies of Spatial Data Mining and Knowledge Discovery[J];Editoral Board of Geomatics and Information Science of Wuhan University;2002-03
6 WANG Shuliang 1 LI Deren 2 SHI Wenzhong 2 WANG Xinzhou 3 (1 National Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing, Wuhan University,129 Luoyu Road,Wuhan,China,430079) (2 Department of Land Surveying & Geo_Info;Theory and Application of Geo-rough Space[J];Editoral Board of Geomatics and Information Science of Wuhan University;2002-03
7 YOU Yangsheng 1 WANG Xinzhou 2 (1 School of Geodesy and Geomatics, Wuhan University, 129 Luoyu Road,Wuhan, China, 430079) (2 Projects and Consulting Office, Wuhan University, Luojia Hill,Wuhan, China, 430072);Maximum Likelihood Estimation Based on the Principle of Information Diffusion[J];Editorial Board of Geomatics and Information Science of Wuhan University;2003-05
8 WANG Shuliang 1, 2 WANG Xinzhou 3 ZENG Xuping 3 SHI Wenzhong 2 (1 International School of Software, Wuhan University, Luojia Hill, Wuhan 430072, China) (2 Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong) (3 Research Center of GPS, Wuhan University, 129 Luoyu Road, Wuhan 430079, China);View Angle of Landslide-Monitoring Data Mining[J];Editorial Board of Geomatics and Information Science of Wuhan University;2004-07
9 WANG Xinzhou 1,2 DENG Xingsheng 3 (1 Research Center for Disaster Monitoring and Prevention, Wuhan University,129 Luoyu Road, Wuhan 430079, China) (2 School of Geodesy and Geomatics, Wuhan University, 129 Luoyu Road, Wuhan 430079, China) (3 Dongjiang Hydroelectric Power Plant, Hunan Province, Zixing 423403, China);Fuzzy Neural Network Modeling for Dam Deformation Prediction[J];Editorial Board of Geomatics and Information Science of Wuhan University;2005-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHAO Peng~(1,2),NI Zhi-wei~1(1.School of Computer Science and Technology,Anhui University,Hefei 230039,China;2.Department of Computer Science,University of Science and Technology of China,Hefei 230026,China);Application research of SDM and CBR in intelligence geography information system[J];Journal of Anhui University(Natural Sciences);2005-06
2 WANG Chun-yang et al(Xiamen Lighting Protection Center,Xiamen,Fujian 361012);Preliminaty Discussion on the Serious Lighting Disaster Prediction Based on Information Diffusion in the Southern Fujian Province[J];Journal of Anhui Agricultural Sciences;2009-16
3 LIU Zhi-jian1,2,CHEN Si-yuan1,OU Ming-hao1(1.College of Management,Nanjing Agricultural University,Nanjing 210095;2.Jiangsu Academy of Agricultural Sciences,Nanjing 210014);Estimate of land-value based on GIS exploratory spatial data analysis[J];Journal of Anhui Agricultural University;2007-03
4 GAO Zhenji 1,2,WU Lun 3 1School of Earth and Space Sciences,Peking University,Beijing 100871;2The Key Laboratory for Environmental and Urban Sciences,Shenzhen Graduate School,Peking University,Shenzhen 518055;3Institute of Remote Sensing and Geographical Information System,Peking University,Beijing 100871;Representaion of Topological Relations between Vague Objects Based on Rough and RCC Model[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2007-04
5 LIU Fang ,LU Li(Beijing Institute of Civil Engineering and Architecture, Beijing, 100044);Adjustment and Quality Analysis of Generalized Point Photogrammetry[J];Beijing Surveying and Mapping;2006-01
6 TIAN Feng(Liaoning Provincial Geomatics Center,Shenyang 110034,China);Quality Control of Spatial Data[J];Beijing Surveying and Mapping;2009-02
7 GAO Zhenji1,2,3,WU Lun4,YANG Jian2 1School of Earth and Space Sciences,Peking University,Beijing 100871;2The Key Laboratory for Environmental and Urban Sciences,Shenzhen Graduate School,Peking University,Shenzhen 518055;3Chinese Research Academy of Environmental Sciences,Beijing 100012;4Institute of Remote Sensing and Geographical Information System,Peking University,Beijing 100871;Representaion of Topological Relations between Vague Objects Based on Rough and RCC Model[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2008-04
8 Liu Yongjie; Feng Zhongke. School of Resources and Environment, Beijing For.Univ.,100083,P.R. China.;Quality control during forestry GIS data collection[J];Journal of Beijing Forestry University;2003-02
9 WANG Xi-feng~(1,2),ZHANG Xiao-luan~(1,2)(1.Dept.Comp.Sci.,Baoji Univ.Arts & Sci.,Baoji 721007,Shaanxi,China;2.Coll.Infom.Sci.& Tech.,Northwest University,Xi'an 710127,Shaanxi,China);The application of formal concept analysis in CBR[J];Journal of Baoji University of Arts and Sciences(Natural Science Edition);2006-04
10 Lin Dongyun~(1)) Liu Huiping~(1,2,3))(1)School of Geography;2)State Key Laboratory of Remote Sensing Science;3)Key Laboratory for Remote Sensing of Environment and Digital Cities: Beijing Normal University,100875,Beijing,China);SPATIAL CLUSTERING ANALYSIS IN THE POINT DATA DISTRIBUTION[J];Journal of Beijing Normal University(Natural Science);2006-04
China Proceedings of conference Full-text Database 7 Hits
1 ;基于不确定性的多层次空间关联规则挖掘[A];[C];2004
2 ;论GIS发展存在的问题[A];[C];2006
3 ;基于GIS与空间关联规则数据挖掘在森林病虫害预测中的应用初探[A];[C];2006
4 Shao Yong Ma Feng-wen (National Defense University,Beijing,100091);The Summarize of the Key Technology of the Battlefield Situation Assessment[A];[C];2007
5 Guo Da-zhi, He Bin-bin (Department of Surveying & Land Science, China University of Mining and Technology, Beijing,100083);The Research on Spatial Data Mining and Its Uncertainty[A];[C];2005
6 LIU Qiliang,DENG Min,LI Guangqiang,WANG Jiaqiu,PENG Dongliang (Department of Surveying and Geo-informatics, Central South University, Changsha 410083, China);An Approach for Multi-Scale Spatial Outlier Detection Based on Hierarchical Clustering[A];[C];2009
7 LIU Qiliang, Deng Min, PENG Dongliang, XU Zheng (Department of Surveying and Geo-informatics, Central South University, Changsha 410083, China);Validity Assessment of Spatial Clustering Methods Based on Field Theory[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 CHENG Yu-sheng (The School of Computer and Information of Anqing Teachers College, Anqing 246011,China);The Application of Rosetta in Machine Learning[J];Journal of Anqing Teachers College(Natural Science Edition);2005-02
2 LIU Yu-qi,LU Yi-ping,ZHA Jian-zhong,JIA Ling-yan(School of Mechanical and Electronic Control Engineering, Beijing Jiaotong University, Beijing 100044,China);Algorithm of Data Mining Based on Rectangle Partitioning in Two-Dimensional Regions and Its Application[J];Journal of Northern Jiaotong University;2005-04
3 GAO Tao XIE Kunqing MA Xiujun CHEN Guanhua (Center for Information Science, National Key Laboratory on Machine Perception,Peking University,Beijing,100871);SDML:A Spatial Data Mining Language for Spatial Database[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2004-03
4 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
5 Dai Xiwu (Dept.of Basic Sciences,BUCEA Beijing 100044);Dijkstra's Matrix Algorithm[J];Journal of Beijing University of Civil Engineering and Architecture;2007-02
6 CHEN Li chao 1,2 ,\ LIU Yu shu 1, \ YANG Guo sheng, \ ZHENG Jian jun 1 (1 Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China; 2 Dept. of Computer Science and Technology, North China Institute of;A Study on the Model of Spatial Data Mining for Artillery Position Selection[J];Journal of Beijing Institute of Technology;2002-04
7 YANG Chang\|bao,WANG Kai\|yi,MA Sheng\|zhong (College of Geo\|Exploration Science and Technology of Jilin University,Changchun 130026,China);Implementation of an optimized algorithms in the shortest path analysis[J];Journal of Changchun Post and Telecommunication Institute;2002-02
8 Wang Yanmin (Harbin Institute of Engineering, Harbin, 150001);A Vector GIS Data Model and Its Relational Data Structure[J];Engineering of Surveying and Mapping;1996-02
9 YAN Hao-wen1, GUO Ren-zhong2 (1. Lanzhou Railway College, Lanzhou 730070, China; 2. Shenzhen Urban Planning and Land Information Centre, Guangdong Shenzhen 518031, China);On Classification of Spatial Direction Relations[J];Engineering of Surveying and Mapping;2001-04
10 JIN Jun, LIU Jian-zhong(Institute of Surveying and Mapping, Information Eng. University, Zhengzhou 450052, China);The comparison of spatial analysis function of domestic and overseas GIS software[J];Engineering of Surveying and Mapping;2004-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Zhang Qingpu (Chinese Academy of Surveying and Mapping, Beijing, 100039);Discussion about the Target and Tasks of Surveying and Mapping Informatization Systems[J];Geomatics World;2008-04
2 LI Jing-wen,DONG Xing-xing,CHEN Xiao-lei,WANG Qiao-jun,ZHOU Wen-ting;The Data Organization of Urban and Rural Integrative Cadastre Based on the OOSEVM[J];Bulletin of Surveying and Mapping;2008-03
3 LI Jing-wen1,2,LIU Jun-feng2,DONG Xing-xing2 (1.GIS Research Center,Guilin University of Technology,Guilin 541004,China;2.Department of Civil Engineering,Guilin University of Technology,Guilin 541004,China);Research on Model Method in Describing and Expressing Spatial Entity[J];Geomatics & Spatial Information Technology;2008-06
4 LI Fan(Tourism Department,Foshan College of Technology and Science,Foshan 528000;Center of Urban & Regional Research,Sun Yat-Sen University,Guangzhou 510275,China);Application and Perspective of GIS in Research on Historical Geography and Cultural Geography[J];Geography and Geo-Information Science;2008-01
5 LI Jing-wen1,2,ZHOU Wen-ting2,LIU Jun-feng2 (1.GIS Research Center,Guilin University of Technology,Guilin 541004;2.Department of Civil Engineering,Guilin University of Technology,Guilin 541004,China);Design of Object-Oriented Vector Model Based on Geo-entity[J];Geography and Geo-Information Science;2008-04
6 LAI Xudong (School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China);On the Construction of Laser Imaging[J];Geospatial Information;2008-02
7 WEI Yongli1,ZHONG Mei2,3,ZHANG Qiang4 (1. Wenzhou Institute of Geotechnical Investigation,Surveying and Mapping,Wenzhou 325000,China; 2. School of Resource and Enviorment Science,Wuhan University,Wuhan 430079,China; 3. Key Laboratory of Geographic Information Science,Ministry of Education,Wuhan 430079,China; 4. Jilin University,Changchun 130026,China);Analysis of GIS Development in China[J];Geospatial Information;2008-04
8 Li Jingwen1,2,Liu Junfeng2,Zhou Wenting2,Yan Suijun2 (1.GIS Research Center,Guilin University of Technology,Guilin 541004,china; 2.Department of Civil Engineering,Guilin University of Technology,Guilin 541004,china);Description method of spatial data model based on geography cognition[J];Geotechnical Investigation & Surveying;2009-01
9 LI Jing-wen,ZHOU Wen-ting,ZHAO Fu-jun,DONG Xing-xing,YAN Sui-jun(Deparetment of Civil Engineering,Guilin University of Technology,Guilin 541004,China);Application of Entity-Based Spatial Data Model in Digital City[J];Journal of Guilin University of Technology;2008-03
10 YIN Pengcheng~(1,2),CAI Xianluan~1,LI Kexin~1 (1.College of Environment and Mapping,China University of Mining and Technology,Xuzhou,Jiangsu, 221008;2.Xuzhou Municipal Land and Resources Bureau,Xuzhou,Jiangsu,221006);Spatial Data Pattern in the whole Process of Land Administration[J];Land and Resources Informatization;2009-01
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Zhan-chang 1,2 (1.Dalian University of Technology , Dalian Liaoning 116024 ,China; 2.Department of Computer,Anshan Normal University,Anshan Liaoning 114005,Chi na);A Quality Approach in SpatialData Warehouse Architecture[J];Journal of Anshan Teachers College;2002-01
2 XU Ming jie 1,2 , ZHAO Yong jiang 1 (1. Institute of Geography, Henan Academy of Science, Zhengzhou 450052, China; 2. Institute of Surveying and Mapping, Information Engineering University, Zhengzhou 450052,China);Research on Spatial Data Mining[J];Journal of Aayang Teachers College;2002-02
3 Qiao Ying , Xu De(Department of Computer Science and Technology, Northern Jiaotong University, Beijing 100044));A New Storage Strategy for Data Warehouse with Multi-Granularity[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1997-06
4 Feng Jiansheng (Technology Center);KDD and Its Applications[J];BAO STEEL TECHNOLOGY;1999-03
5 Wang Bingqing\ Huai Jinpeng (Beijing University of Aeronautics and Astronautics,Dept. of Computer Science and Engineering);Research and Implementation of Data Warehouse and Data Mining in Decision Support Systems[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1998-04
6 Zhang Jingxiong, Du Daosheng (National Laboratory for Information Engineering in Suvevying, Mapping and Remote Sensing, Wuhan Technical University of Surveying and Mapping,Wuhan,Hubei,430079);Field based Models for Positional and Attribute Uncertainty[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-03
7 LUO Jian cheng 1, WANG Qin min 2,MA Jiang hong 3, ZHOU Cheng hu 1, LEUNG Yee 4 (1. Institute of Geographical Sciences and Natural Resources Research, CAS, Beijing 100101, China; 2. Fuzhou University,Fuzhou 350002,China; 3. Xi'an Jiaotong Unive;The EM-based Maximum Likelihood Classifier for Remotely Sensed Data[J];Acta Geodaetica Et Cartographic Sinica;2002-03
8 Li Deren;Cheng Tao(Wuhan Technical University of Surveying and Mapping,430070);KNOWLEDGE DISCOVERY FROM GIS DATABASES[J];Acta Geodaetica Et Cartographic Sinica;1995-01
9 Zhu Changqing, Yang Qihe, Zhu Wenzhong (Zhangzhou Institute of Surveying and Mapping,450052) (National Laboratory on Machine Perception, Peking University,100871);REMOTE SENSING RELIEF IMAGE TEXTURE ANALYSIS AND CLASSIFICATION BASED ON WAVELET TRANSFORM FEATURES[J];ACTA GEODAETICA ET CARTOGRAPHICA SINICA;1996-04
10 Li Qingyuan (Research Institute of GIS & Cartography, Chinese Academy of Surveying and Mapping, Beijing, 100039);3D GIS TOPOLOGIC RELATION AND DYNAMIC CONSTRUCTION[J];ACTA GEODAETICA ET CARTOGRAPHICA SINICA;1997-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved