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《Geomatics and Information Science of Wuhan University》 2013-01
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Spatial Association Rule Mining Based on Overlay Analysis and Area Calculation

DONG Lin1 SHU Hong1 NIU Xiao2(1 State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing, Wuhan University,129 Luoyu Road,Wuhan 430079,China)(2 Shandong Provincial Institute of Land Surveying and Mapping,9 East Lishan Road,Jinan 250013,China)  
A spatial association rule mining method is proposed in this study,including support counting method based on overlay analysis and area calculation,and corresponding mining algorithms.Using this method,the extraction of spatial transactions is not needed,and association rules can be mined out directly from layers of polygon features.Besides,the results are easy to be visualized with the help of GIS.An experiment with real-world data shows that this method is valid and efficient,and the result can be further analyzed with screening and visualization methods.
【Fund】: 国家863计划资助项目(2008AA12Z201);; 国家973计划资助项目(2011CB707103);; 国家自然科学基金资助项目(41171313)
【CateGory Index】: P20
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