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All Journal Journal of Technopreneurship and Information System (JTIS) Jurnal Media Computer Science Jurnal Dehasen Mengabdi
Iskandar, Agung Pradana
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Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Economics, Econometrics & Finance Education Social Sciences

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EFEKTIFITAS JARINGAN SYARAF TIRUAN METODE BACKPROPAGATION DALAM MEMPREDIKSI POTENSI BANJIR ( Studi Kasus : Kecamatan Sungai Serut Bengkulu) Iskandar, Agung Pradana
Journal of Technopreneurship and Information System (JTIS) Vol 3, No 2 (2020): Journal Of Techoprenership and Information System
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jtis.v3i2.159

Abstract

Abstrak – Jaringan syaraf tiruan telah banyak digunakan untuk membantu menyelesaikan berbagai macam permasalahan, salah satu permasalahan tersebut adalah pengambilan keputusan berdasarkan pelatihan yang diberikan. Jaringan syaraf tiruan dapat diterapkan dalam berbagai bidang, salah satunya pada bidang kesehatan. Dalam penelitian ini Aplikasi jaringan syaraf tiruan digunakan untuk memprediksi potensi banjir berdasarkan faktor – faktor yang terjadi dialam. Aplikasi ini menggunakan pilihan asritektur yang terbaik, yaitu dengan 2 buah masukan, 8 unit tersembunyi dan 1 buah keluaran. Metode yang digunakan adalah metode Backpropagation. Data yang digunakan pada penelitian ini sebanyak 120 data, data pada penelitian ini didapat dari BMKG Pulau Baai Klas 1 Bengkulu Penelitian ini menggunakan maksimum iterasi sebanyak 20.000, learning rate 0,1 dan target error sebesar 0,0001. Hasil pengujian terhadap 120 data didapat hasil keakuratan pengujian pada pola 2 - 8 - 1 dengan error -0.0118. Hal tersebut dapat terjadi karena pada jaringan syaraf tiruan jika terdapat data pelatihan yang hampir sama akan sulit mengenali pola.Kata Kunci : Jaringan Syaraf Tiruan, Backpropagation, Banjir
Pemanfaatan Internet of Thing Dalam Dunia Pendidikan Sekolah Menegah Atas Negeri 1 Kepahiang Mardiana, Yessi; Kalsum, Toibah Umi; Prahasti, Prahasti; Sallaby, Achmad Fikri; Iskandar, Agung Pradana
Jurnal Dehasen Mengabdi Vol 3 No 1 (2024): Maret-Agustus
Publisher : Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jdm.v3i1.5591

Abstract

The relationship between technology and education has been going on for quite a long time. The use of information and communication technology for learning is increasingly developing. With the idea of ​​developing the internet of things (IoT), the use of technology for learning is increasingly showing significant progress. As a consequence, life activities are very dependent on the Internet, one of which is carrying out the education process. Considering the enormous potential for development of Internet of Things (IoT) technology, knowledge about this technology and how to use it in everyday life is very necessary. SMAN 1 Kepahyang has development potential in utilizing IoT technology, but requires training in its use in education. For this reason, the Faculty of Computer Science, Dehasen University, Bengkulu conducted community service regarding IoT technology to students at SMAN 1 Kepahyang. Material related to IoT is provided in stages from introduction to practical use of IoT in everyday life. The results of the training show that the students gained knowledge about how to use IoT in education
Design Of Multimedia Applications On A Collection Of Prayer Daily Flash Based On Islamic Kids Shoots Kindergardenhope City Bengkulu Iskandar, Agung Pradana; Sudarsono, Aji
Jurnal Media Computer Science Vol 3 No 2 (2024): Juli
Publisher : Fakultas Ilmu Komputer Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmcs.v3i2.6648

Abstract

This study aims at the implementation of multimedia applications on the multimedia hadist.Aplikasi neighbor hadith produced can provide convenience to teachers Boarding Violating Tarbiyah Cape Betung Kaur in providing materials to students Lessons Hadith.
Co-Authors Aji Sudarsono Mardiana, Yessi Prahasti Prahasti Sallaby, Achmad Fikri Toibah Umi Kalsum