Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Science of Surveying and Mapping》 2014-08
Add to Favorite Get Latest Update

Construction of spatio-temporal data warehouse for data management and multi-dimensional decision-making in Smart City

YANG Li-na;SHAO Jing;PENG Ling;CHI Tian-he;YAO Xiao-jing;Institute of Remote Sensing and Digital Earth,CAS;University of Chinese Academy of Sciences;  
It possesses important significance to take city data as a set of interconnection organic system and establish the integrated management model of multi-source data for data mining and multi-dimensional decision-making in Smart City.At present,city data is diverse,hard to match and inconsistent,which can not meet the need of high-level analysis for different application theme.In this paper,the methods and techniques of comprehensive summary,integrated management and assistant decision-making were discussed.Based on the systematic analysis of city data,the common features from four dimensions of time,space,user objects and subject type were studied firstly,multi-level data warehouse architecture and multi-dimensional data model were designed secondly,and then subject-oriented,diversified,distributed and multi-source data were extracted and integrated,which could provide the data support for the construction of Smart City and the multi-dimensional decision analysis.
【Fund】: 国家自然科学基金项目(41201397)
【CateGory Index】: P208;TP311.13
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 5 Hits
1 MO Hongyuan1,2,3,WANG Yingjie1,LUO Bin1,YU Zhuoyuan1 (1.Institute of Geographic Sciences and Natural Resources Research,CAS,Beijing 100101,China;2.Information Department of Guangxi Teachers Education University,Nanning 530023,China;3.Graduate University of Chinese Academy of Sciences,Beijing 100049,China);Design and Implementation of Land Planning System:A Case Study in Guangdong Province[J];Journal of Geo-Information Science;2010-05
2 SHA Zongyao (International School of Software, Wuhan university, Wuhan 430079, China);Research on Conceptual Architecture for Spatial Data Warehouse[J];Geospatial Information;2008-01
3 LI Deren;Theory and Practice from Digital City to Smart City[J];Geospatial Information;2011-06
4 Chang Yuanfei1 Wu Honggan2 Dong Zhenhui3 Cui Fudong1 Liu Li1 Jian Jun1 Zhang Ying1 Li Weiguo1 (1.Institute of Remote Sensing Applications, CAS Beijing 100101; 2.Institute of Forest Resource Information Technique, CAF Beijing 100091; 3.General Station of Forest Pest Control, State Forestry Administration Shenyang 110034);A National Monitoring and Warning System for Forest Pest Based on Service-Oriented Architecture[J];Scientia Silvae Sinicae;2011-06
5 HU Kan\ XIA Shao wei(Department of Automation\ Tsinghua University\ Beijing\ 100084);Large Data Warehouse based Data Mining: a Survey[J];JOURNAL OF SOFTWARE;1998-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CAI You-liang(Shenzhen Careland Technology Co.,Ltd.,Shenzhen,Guangdong 518040);Design and Implementation of Space Management Information System for Urban and Rural Resources[J];Journal of Anhui Agricultural Sciences;2012-17
2 ZHANG Xiao ping MA Yuan YU Miao (SchoolofComputerScienceandEngineering,AnshanUniversityofScienceandTechnology,AnshanLiaoning114002,China);The Research on Applying Data Warehouse to Educational Administration in Institutions of Higher Learning[J];Journal of Anshan Normal University;2003-02
3 Gao Jutai Zuo Yinghua Li Jinghong (College of Information Eng., North China Univ. of Tech., 100041,Beijing, China);Research and Application on OLAP with Data Mining[J];Journal of North China University of Technology;2005-01
4 WU Shao min FENG Jian sheng (Baosteel Technical Centre,Shanghai 201900,China);Baosteel Data Mining System[J];Bao Steel Technology;2001-01
5 Feng Jiansheng (Technology Center);KDD and Its Applications[J];BAO STEEL TECHNOLOGY;1999-03
6 LI Yong - jun, GONG Jie, ZHONG Hai - tao (Financial Department of Baotou Steel (Group) Corporation, Baotou 014010, Nei Monggol, China; Baotou medical college , Baotou 014010, Nei Monggol, China; Matenial Supply Company of Baotou Steel (Group) Corporation, Baotou 014010, Nei Monggol, China);On the system structure design of sales decision making support system of Baogang[J];Science & Technology of Baotou Steel(Group) Corporation;2004-03
7 ZHANG Zhiqiang, CAI Sijing, MA Pingbo 1) Civil and Environmental Engineering School, University Science and Technology Beijing, Beijing 100083, China 2) School of Resource & Civil Engineering, Northern University, Shenyang 110006, China;Application of Data Mining to Predicting the Stability of Rock Slope[J];Journal of University of Science and Technology Beijing;2003-02
8 KANG Jian, LIANG Yun rong(Department of Computer Science Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Application of Classification Data Mining in Financial Customer Relationship Management[J];Journal of Beijing Institute of Technology;2003-02
9 Qiao Xi Zhang Xiaoming (Department of Automation, Beijing Institute of Petro-chemical Technology, Beijing 102617);Model Architecture and Key Technologies of Knowledge Management for Enterprises[J];Journal of Beijing Institufe of Petrochemical Technology;2004-01
10 LEI Lihong1 ZHAO Jianping1 CHEN Jing2(1.Changchun University of science and Technology Changchun 130022; 2.Changchun University of Adults, Changchun 130022);The Research of Data Warehouse and Application in Telecomunications Field[J];Journal of Changchun Institute of Optics and Fine Mechanics;2004-04
China Proceedings of conference Full-text Database 6 Hits
1 Zhang Sulan Zhang Jifu ( Department of Computer Science and Engineering,Taiyuan Heavy Machinery Institute, 030024) ( School of Electromechanical Engineering, Beijing Institute of Technology, 100081);Classification Mining Model Research on the Merging Theory of Rough set and Concept Lattice[A];[C];2003
2 Zheng Hong,Wang Hanhu (Department of Computer Science,Guizhou University,Guiyang,550025,China);Data Mining Based on Object-Oriented Database[A];[C];1999
3 ;Design and Pre-implementation of the Data Mining Prototype System RoboMiner[A];[C];2000
4 ;A User-Centered Data Mining Tool Open Miner[A];[C];2000
5 ;Visualization Techniques in Knowledge Discovery[A];[C];2000
6 Hanhan Wang,Xiaoqing Shi(Research Engineer,Shanghai SEARI intelligent system company ltd.Shanghai,China);Gis Plane Grid Coding Algorithm Practice[A];[C];2012
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI De-ren,SHEN Xin(LIESMARS,Wuhan University,Wuhan,430079);On intelligent earth observation systems[J];Science of Surveying and Mapping;2005-04
2 LI Qing-quan1,2,LI Bi-jun1,2(1.State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China;2.Engineering Research Centre for Spatio-temporal Smart Data Acquisition and Application(STSA),Ministry of Education of China,Wuhan 430079,China);Several Technical Problems to be Resolved for Applying Internet of Things in GIS[J];Geomatics World;2010-05
3 LI Zong-hua, PENG Ming-jun;The Construction of Geographic Information Platform of Digital Urban Planning and Land Resources Administration[J];Bulletin of Surveying and Mapping;2005-04
4 ZHOU Xiaoqing HUANG Quanyi (School of Geodesy and Geomatics, Wuhan University, 129 Luoyu Road, Wuhan 430079, China);DESIGN OF LAND PLANNING OFFICE AUTOMATION SYSTEM BASED ON WORKFLOW TECHNOLOGY[J];Wtusm Bulletin of Science and Technology;2004-03
5 WANG Hai-qi~(1,2,3),WANG Jin-feng~1(1.LREIS,Institute of Geographical Sciences and National Resources Research,CAS,Beijing 100101; 2.College of Geo-Resources and Information,University of Petroleum (East China),Dongying 257061; 3.Graduate School of Chinese Academy of Sciences,Beijing 100039,China);Research on Progress of Spatial Data Mining[J];Geography and Geo-Information Science;2005-04
6 Fan Jie (Institute of Geography, Chinese Academy of Sciences, Beijing 100101);TERRITORIAL PLANNING IN THE NEW ERA: ROLE AND THEORETICAL FOUNDATION[J];PROGRESS IN GEOGRAPHY;1998-04
7 LAN Rong-qin1, LIN Li-xia1, CHEN Liang-you2, ZHAO Ning-jun1(1.Institute of Surveying and Mapping, Information Engineering University, PLA, Zhengzhou,Henan 450052, China; 2.63883 Troops, Luoyang, Henan 471000, China);Status and Progress of Spatial Data Mining and Knowledge Discovery[J];Geospatial Information;2004-03
8 GUO Lei1, HUANG Quanyi1, LI Zonghua2, PENG Mingjun2 (1.School of Geodesy and Geomatics, Wuhan University, Wuhan 430079,China; 2 Wuhan Urban Planning and Land Administration Information Center, Wuhan 430014, China);Web Map Releasing System About Urban Planning and Land Administration Based on ArcIMS[J];Geospatial Information;2005-04
9 WANG Huai-bao,WANG Jia-hai(Department of Surveyiny Engineering,Liaoning Technical University,Fuxin 123000,China);Construction of service-oriented Web GIS applying the theory of SOA[J];Journal of Liaoning Technical University;2006-S1
10 LIU Ji-ping1,TAO Kun-wang1,WANG Liang1,HOU Jing-yi2(1.Chinese Academy of Surveying and Mapping,Beijing 100039,China;2.College of Resource,China University of Mining and Technology,100083,China);Research and implementation of SOA-based E-government spatial information service[J];Journal of Liaoning Technical University;2006-S1
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved