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All Journal Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) Jurnal Silvikultur Tropika (JST) MEDIA ELEKTRIKA Jurnal Online Mahasiswa (JOM) Bidang Ilmu Sosial dan Ilmu Politik Jurnal Ilmiah Mahasiswa FEB Holistic Journal Of Management Research JOURNAL ONLINE OF PHYSICS Jurnal Teknik Sipil Jurnal Ilmiah Dinamika Rekayasa (DINAREK) Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JURNAL MEDIA INFORMATIKA BUDIDARMA Forum Ekonomi : Jurnal Ekonomi, Manajemen dan Akuntansi JTERA (Jurnal Teknologi Rekayasa) Management and Economics Journal (MEC-J) Jurnal Pendidikan Matematika (JUDIKA EDUCATION) Journal of Physical Education and Sports Building of Informatics, Technology and Science Jurnal Riset Rekayasa Elektro Jurnal Manajemen Bisnis Jurnal Teknologi dan Sistem Informasi IndraTech Kompleksitas: Jurnal Ilmiah Manajemen, Organisasi, dan Bisnis Journal Automation Computer Information System (JACIS) EKONOMIKA45 Journal of Electronic and Electrical Power Application Journal of Artificial Intelligence and Digital Business Neraca: Jurnal Ekonomi, Manajemen dan Akuntansi Jurnal INFOTEL Jurnal Ekonomi Bisnis Manajemen dan Akuntansi (Jebisma) Jurnal Meteorologi dan Geofisika TRANSFORMATIKA: Jurnal Bahasa, Sastra, dan Pengajarannya Jurnal SINTA: Sistem Informasi dan Teknologi Komputasi Journal of Technology and Engineering Aktsar: Jurnal Akuntansi Syariah
Sigit Pramono
Institut Teknologi Telkom Purwokerto
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Journal : building of informatics technology and science

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Pendekatan Algoritma Tree dalam Prediksi Populasi pada Smart Poultry Wahyu Nugroho, Nicolaus Euclides; Ramadhan, Nur Ghaniaviyanto; Wibowo, Merlinda; Pramono, Sigit
Building of Informatics, Technology and Science (BITS) Vol 4 No 3 (2022): December 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i3.2609

Abstract

Intelligent systems for monitoring poultry in kennels are experiencing an increasing trend in several studies. Monitoring poultry is very important in the cage so that you can find out the chickens' condition and environment in the cage. Conditions that can be monitored include the weight of the chickens, whether or not there is enough water in a day, CO2 levels in the cages, air temperature, and humidity in the cages. Several studies have been conducted studies on monitoring poultry cages using IoT-based sensors. However, people have yet to predict the poultry population for tomorrow. So this study aims to predict the number of poultry populations in kennels based on related parameters. The prediction method used in this research is a decision tree and Support Vector Machine (SVM) to see which prediction method is better. The results evaluation techniques used in this study are Mean Square Error (MSE), Root Mean Square Error (RMSE), Mean Absolute Error (MAE), and R2. The experimental results show that using the decision tree method, and the results are MSE 61987.202, RMSE 248.972, MAE 85.086, and R2 0.969. Overall the results of the decision tree method are superior to SVM.
Co-Authors Abda Abda ABDUL ADHIM Adam Ardiansyah Anjar Taufik Hidayat Arief Hendra Saptadi Arif, Moh Erfan Aryono Adhi, Aryono Assa?diyah, Halimah Bayinah, Ai Nur Dunga Dwi Barinta Edi Santosa Edy Santoso Eka Wahyudi Eman Sulaiman, Eman Erianto Indra Putra Fani Habibah, Nur Fauzi, Muhamad Rifki Fredre Nico Panggabean Garnis Hasna Iftinan Apsari Ghufar, Ahmad Maulana Grace Yulianti Gultom, Tumpal Gunawan Wibisono Gunawan Wibisono Habibi, Muhamad Imam Ahmad Indriyanto, Slamet Istofiyah, Istofiyah Jhon Bryan Tarihoran K.S, Soegiyanto Khasanah , Titi Nur Kuat Ismanto Lucky Suryajaya, Lingga Ekaputra Luthfi Hendra Lukmana Hendra Lukmana Luthfi Hendra Lukmana Hendra Lukmana, Luthfi Hendra Lukmana Hendra Masyhud, Herman Mubarak, Darihan Muhammad Shulthoni Muzli Muzli Muzli, Muzli Nadiyah Hirfiyana Rosita Nathasia Marshellina Suyanto Nicolaus Euclides Wahyu Nugroho Nikmatullah, Miftahula Rizqin Nobuo Sugiyama Nugraha, Hanif Andi Nur Ghaniaviyanto Ramadhan Nur Khasanah, Titi Octantyo, Ardian Yudhi Prakoso, Widjojo Adi Prasetyo Yuliantoro Priambodo, Rico Wahyu Putra, Maulana Raffi Noval Pambudi Rahmatullah, Fajri Syukur Rajagukguk, Martha Lisauli Rasa Putra, Augasta Eka Rasidi, Adi Rayhan Irfan Hielmy Rema Hindarko Richi Riyan Rico Wahyu Priambodo Rita Rita, Rita Rizqin Nikmatullah, Miftahula Rohmat Indra Borman Romadhon, Hanif Cahyo Rufidah, Rufidah Saad, Asmadi Sanubari, Aditya Sativa, Oriza Savena Rinda Pamungkas Seger Santoso Setyo Rahman, Aditya Setyoajie Prayoedhie Shinta Romadhona Siti Baitul Mukarromah SITI MARYAM Suhada Suhada, Suhada Sujianto " Supriyadi Supriyadi Suzuki, Yasushi Syakbandani, Muhammad Uqbah El Tawakal, Moh.Iqbal Verawati, Ike Wahyu Junianto Wallansha, Robby Wibowo, Merlinda Yogi Widjayanti, Retno Yoko Mine Yuamar Imarrazan Basarah Yudhi Octantyo, Ardian Zen, Nur Afifah