An Application of Association Rules Discovery to Geographic Information Systems
An Application of Association Rules Discovery to Geographic Information Systems
复制标题
关联规则发现在地理信息系统中的应用
DOI：
10.1007/3-540-45372-5_74
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发表时间：
2000
期刊：
影响因子：
--
通讯作者：
Christel Vrain
中科院分区：
文献类型：
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作者：
Ansaf Salleb;Christel Vrain
本文研究了地理信息系统（GIS）中空间关联规则的提取问题。我们提出了一种算法，扩展了现有的方法来处理多层空间和非空间数据。它处理层次，多值属性，并产生一般的空间关联规则。并给出了一个原型系统，该系统已在一个真实的大型矿产勘查地理数据库上得到了应用。
In this paper, we are interested in the problem of extracting spatial association rules in Geographic Information Systems (GIS). We propose an algorithm that extends existing methods to deal with spatial and non-spatial data over multiple layers. It handles hierarchical, multi-valued attributes, and produces general spatial association rules. We also present a prototype, which has been applied on a real and large geographic database in the field of mineral exploration.