将空间智能应用于决策支持系统

Amira M. Idrees , Mohamed H. Ibrahim , Ahmed I. El Seddawy
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引用次数: 16

摘要

数据挖掘是一种重要的技术,可以应用于不同的领域,如医疗、教育和工业领域。从空间数据中提取模式对于发现数据中的趋势是非常有用的。然而,由于空间数据的细节,分析空间数据是详尽的,因为它与具有特殊表示(如经度和纬度)的位置相关。本文旨在提出一种将数据挖掘技术应用于空间数据的方法,以发现数据中的趋势,为决策提供支持。介绍了考虑空间数据的基本信息,并提出了旨在在埃及组织中应用的拟议方法,以证明其适用性。
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Applying spatial intelligence for decision support systems

Data mining is one of the vital techniques that could be applied in different fields such as medical, educational and industrial fields. Extracting patterns from spatial data is very useful to be used for discovering the trends in the data. However, analyzing spatial data is exhaustive due to its details as it is related to locations with a special representation such as longitude and latitude. This paper aims at proposing an approach for applying data mining techniques over spatial data to find trends in the data for decision support. Basic information considering spatial data is presented with presenting the proposed approach aiming to be applied in the Egyptian organizations to prove its applicability.

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