TIN: TERAPAN INFORMATIKA NUSANTARA
Vol 1 No 9 (2021): Februari 2021

Implementasi Jaringan Syaraf Tiruan Backpropagation Untuk Memprediksi Jumlah Pemasangan Instalasi Air Pada PDAM Tirtauli

Sianipar, Markus Parulian (Unknown)
Sumarno, Sumarno (Unknown)
Tambunan, Heru Satria (Unknown)

Article Info

Publish Date
26 Feb 2021

Abstract

In a service company, there are customers who become company consumers. One level of customer satisfaction can be measured from the level of installation of water installations to the customer's house. Therefore, the Regional Drinking Water Company (PDAM) Tirtauli Pematangsiantar needs to solve the problem in overcoming the number of water installations. Artificial Neural Network with backpropagation algorithm is used to predict the number of new water installations. The test results obtained a prediction accuracy of 89% with a 2-10-1 architecture

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Journal Info
TIN: TERAPAN INFORMATIKA NUSANTARA
Website

Abbrev

tin

Publisher

Forum Kerjasama Pendidikan TInggi

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Jurnal TIN: TERAPAN INFORMATIKA NUSANTARA memuat tentang Kajian Bunga Rampai dari berbagai ide dan hasil penelitian para peneliti, mahasiswa, dan dosen yang berkompeten di bidangnya dari berbagai disiplin ilmu seperti: Komputer, Informatika, Industri, Elektro, Telekomunikasi, Kesehatan, Agama, ...