Spatial Data Preprocessing for Mining Spatial Association Rule with Conventional Association Mining Algorithms

Mukhlash, Imam and Sitohang, Benhard (2007) Spatial Data Preprocessing for Mining Spatial Association Rule with Conventional Association Mining Algorithms. Proceedings of the International Conference on Electrical Engineering and Informatics.

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Abstract

The increasing usage of Geographical Information Systems (GIS) for various problems makes the volume of spatial data is growing fast. Spatial data mining is one of the several ways to find the new knowledge from data collection. One of spatial data mining tasks is spatial association rule. There are numerous association rule algorithms have been developed for mining association. Unfortunately, the most algorithms can only used for mining non-spatial and specific formatted data. Therefore, spatial data preprocessing is needed in order conventional association algorithms can be used for spatial data.

Item Type: Article
Uncontrolled Keywords: spatial data preprocessing; spatial data mining; association rules
Subjects: A General Works > AI Indexes (General)
Divisions: Fakultas Ilmu Komputer dan Teknologi Informasi > Program Studi Sistem Informasi
Depositing User: Mr Reza Chandra
Date Deposited: 28 Feb 2014 07:22
Last Modified: 28 Feb 2014 07:22
URI: http://repository.gunadarma.ac.id/id/eprint/949

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