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Siti Wardah, Siti
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Journal : Brahmana : Jurnal Penerapan Kecerdasan Buatan

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Implementation of Artificial Neural Networks For Predicting Percentage Growth Goat Meat Production In Indonesia Yulianto, Kiki; Wardah, Siti; Baidawi, Taufik
Brahmana : Jurnal Penerapan Kecerdasan Buatan Vol 5, No 1 (2023): Edisi Desember
Publisher : LPPM STIKOM Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/brahmana.v5i1.274

Abstract

When people are aware of the fulfillment of nutritious food, the demand for foods that are high in protein increases, such as milk, eggs, and meat. This study discusses the prediction of the percentage growth of goat meat production in Indonesia using an artificial neural network using the backpropagation method. This research data was taken from goat production data in 2016-2020. The data is taken from data from the Central Statistics Agency of Indonesia. The process uses 6 variables, namely 2015 (X1) data, 2016(X2) data, 2017(X3) data, 2018(X4) data as input data, and 2019(T) data as target data. While the testing process uses 6 variables, namely data for 2016(X1), data for 2017(X2), data for 2018(X3), data for 2019(X4) as input data, and data for 2020(T) as target data. The results of this study are predictions of the number of goat meat production data for the following year and the percentage growth of Indonesian goat meat production.
Co-Authors Aisha, Suci Nur B, Sumarni Bambang Sasmita Adi Putra Basri, Asan Daniel Happy Putra Dewi Mahrani Rangkuty Effendi, Muhammad Ridwan Erliza Hambali Gasali M, M Hamid, Muhammad Goezali Heri Kuswara Iskandar Iskandar Khairul Ihwan, Khairul Kiki Yulianto Kurniawan, Kharisma Kursehi Falgenti Lia Lia Marimin Marimin Moh. Yani Mudatsir, Rasdiana Muh. Rasyid Ridha Muhammad Amin Muhammad Amin Nunung Nurhasanah Nur, Muhammad Anshar Purnamasari, Ariya Putri, Okta Refyana Ramadhani, Mariam Maila Rinanda Patra Mei Tanjung Roberta Zulfhi Surya Safitri, Amelina Sahlan Sahlan Saipillah, Ahmad Noor Saputra, Muhammad Ilham Sri Wahyuni Sudeska, Endy Sultan Asis Munandar Surawardi Surawardi, Surawardi Taufik Baidawi, Taufik Umi Marfuah Wati, Salma Wiwik Sudarwati Wulandari, Feni Yoanda, Deby Yusriwarti Zulrahmadi