Sistem Informasi Geografis Pemetaan Wilayah Penyalahgunaan Narkoba Mengunakan Metode SOM (Self-Organizing Map) Studi Kasus: Kabupaten Aceh Tenggara


  • Muhammad Waly Alkhalidi STMIK Budi Darma, Medan
  • Berto Nadeak STMIK Budi Darma, Medan
  • Muhammad Sayuthi STMIK Budi Darma, Medan
Keywords: Geographic Information System, Mapping, Drug Abuse, The Self-Organizing Maps (SOM) Method

Abstract

Geographic Information System is an information system that is used to enter, store, recall, process, analyze, and produce data on geographic or geospatial reference, to support a decision and planning process. With the existence of a geographic information system it will be easier for decision makers to know the mapping of the number of drug abuse areas in the Southeast Aceh Regency. Because with the existence of GIS, it will be illustrated the mapping of the number of drug abuse areas in Southeast Aceh in actual conditions. In this study, Self-Organizing Maps (SOM) was used as a method to determine the grouping of data on drug abuse areas. Self-Organizing Maps (SOM) contains layers that will arrange themselves based on input certain values ​​in a group known as clusters. Thus the learning process of the Self Organizing Map algorithm forms 4 clusters with different characteristics in each cluster and has different colors in each cluster. Furthermore, the system implementation utilizes ArcGIS 10.1. The results of this study are an illustration of the mapping of drug abuse areas in the Southeast Aceh district that can provide information about the area of ​​drug abuse in the Southeast Aceh District

Downloads

Download data is not yet available.

References

Hartono Jogiyanto, Sistem Informasi, PT. Wahana Komputer, Semarang, 1999

Irwansyah, Edi, Sistem Infomasi Geografis : Prinsip Dasar Dan Pengembangan Aplikasi, Yogyakarta: Digibooks, 2013

Prahasta, Eddy, Konsep-konsep Dasar Sistem Informasi Geografis, Informatika, Bandung, 2002

K.Wardiyatmoko, Geografi, Ttp. Erlangga. 2014

Alifia, U, Apa Itu Narkotika dan Napza. PT Bengawan Ilmu, Semarang, 2008

Badan Pusat Statistik, (2017, agustus.16). aceh tenggara dalam angka 2017 [online]. Available: https://acehtenggarakab.bps.go.id/

Wiji Lestari, “Sistem Clustering Kecerdasan Majemuk Mahasiswa Menggunakan Algoritma Self Organizing Maps (som)”, Jurnal Sainstech Politeknik Indonusa Surakarta, Vol. 1, Nomor 1, Juni Tahun 2014


Bila bermanfaat silahkan share artikel ini

Berikan Komentar Anda terhadap artikel Sistem Informasi Geografis Pemetaan Wilayah Penyalahgunaan Narkoba Mengunakan Metode SOM (Self-Organizing Map) Studi Kasus: Kabupaten Aceh Tenggara

Published
2020-06-30
How to Cite
Alkhalidi, M., Nadeak, B., & Sayuthi, M. (2020). Sistem Informasi Geografis Pemetaan Wilayah Penyalahgunaan Narkoba Mengunakan Metode SOM (Self-Organizing Map) Studi Kasus: Kabupaten Aceh Tenggara. Building of Informatics, Technology and Science (BITS), 2(1), 1-9. Retrieved from https://ejurnal.seminar-id.com/index.php/bits/article/view/132
Section
Articles