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All Journal Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Gorga : Jurnal Seni Rupa SOSIALITAS (Jurnal Ilmiah Pend. Sos-Ant) Pendidikan Bahasa Indonesia Agrifor : Jurnal Ilmu Pertanian dan Kehutanan BELIA Bioedukasi: Jurnal Pendidikan Biologi Phi : Jurnal Pendidikan Fisika dan Terapan Jurnal Riset Fisika Edukasi dan Sains Jurnal CoreIT Kindergarten: Journal of Islamic Early Childhood Education CARING (Center of Publication in Midwifery and Nursing) : Jurnal Publikasi Penelitian Kebidanan dan Keperawatan JURNAL PENDIDIKAN TAMBUSAI MEDIA INFORMASI ACTIVE: Journal of Physical Education, Sport, Health and Recreation JURNAL PUBLISITAS Jurnal Ilmiah Ilmu Komunikasi Communique Academia Open ELP (Journal of English Language Pedagogy) MAHESA : Malahayati Health Student Journal Humantech : Jurnal Ilmiah Multidisiplin Indonesia Basica Pharmacy Reports EBONY Jurnal Ilmiah Pendidikan Dasar (JIPDAS) Journal of Scientific Research, Education, and Technology J-ISACC : Journal of Islamic Accounting Competency Madani: Multidisciplinary Scientific Journal Scientica: Jurnal Ilmiah Sains dan Teknologi Karimah Tauhid GEMBIRA (Pengabdian Kepada Masyarakat) Conference Proceedings International Conference on Education Innovation and Social Science Journal of Humanities Education Management Accounting and Transportation Jurnal Portofolio: Jurnal Manajemen dan Bisnis Journal of Economics and Management ARINI: Jurnal Ilmiah dan Karya Inovasi Guru Pedagogi: Jurnal Pendidikan Dasar
Indah Wulandari
Program Studi Pendidikan Bahasa Indonesia FKIP Untan, Pontianak
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Other

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Journal : Jurnal CoreIT

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APPLICATION OF K-NEAREST NEIGHBOR REGRESSION METHOD FOR RICE YIELD PREDICTION Handayani, Lestari; Alfarabi.B, Alif; Aprilia, Tasya; Wulandari, Indah; Jasril, Jasril; Ramadhani, Siti; Budianita, Elvia
Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu Komputer dan Teknologi Informasi Vol 11, No 1 (2025): June 2025
Publisher : Fakultas Sains dan Teknologi, Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/coreit.v11i1.30907

Abstract

Rice plants with the Latin name Oryza Sativa are food plants that are widely used as the main food crop in various countries, one of which is Indonesia. Indonesia is ranked 4th as the largest rice consuming country in the world. This requires the availability of rice to be maintained. Unstable rice production can be a problem. One of the districts that has experienced a decline in rice production in recent years is the district of Lima puluh kota located in West Sumatra province. This requires prediction of rice production so that it can be used as a benchmark for the future. This study uses data on rice production in fifty cities from 2013 to 2023. The method used to predict is k-nearest neighbor regression (KNN Regression). The data division uses rasio 90 : 10. In testing the data used is divided into 2, namely normal data and data that has been normalized. The test results produce the smallest mean absolute percentage error (MAPE) value of 6.98% on normal data, the value of k is 6 with data division using k-fold 5. Based on the resulting MAPE value, it can be said that KNN Regression can predict rice production results very accurately.
Co-Authors , Dorly A.A. Ketut Agung Cahyawan W Agusti Efi Agustina, Deviana Alfarabi.B, Alif Amaliatulwalidain, Amaliatulwalidain Ani Haryani, Ani Anjar Hermadi Saputro Aplihah Aplihah, Aplihah Aprilia, Tasya Arbi, Arbi Asri, Gita Amalia Aziz, Syaffrizal Christanto Syam Denny Pratama Diniyah, Ilma Efendi, Darda Elvia Budianita Erik Aditia Ismaya Erma Sujiyani, Erma Ernawati, Eka Fachrur Rozie, Fachrur Febriani, Putri Firmansyah, Hanief Friselya, Erika Yolanda Handayani , Sri Hani Irawati Harry Andheska Henny Sanulita Hidasari, Fitriana Puspa hidayah, dia ayu nuril Hidayat, Fajar Hidayat, Ofi Hidayati, Putri Aulia Nurul Hsb, Rudi Hartono I Ketut Mahardika Izza, Khildatul Jasril Jasril Jumawan, Jumawan Junita, Selly Jusmawati Jusmawati, Jusmawati Kamal, Musadad Kariem, Muhammad Qur’anul Kartika, Malika Arya Koesmini, Astien Diena Lestari Handayani Lim, Catherine Lira Hayu Afdetis Mana M, Kartika Sari Maulida, Regena Yuni Megasyani Anaperta, Megasyani Mika, Fera Nanang Heryana Nani Aprilia Ningsih, Sustia Nurhayati Nurhayati Nuriah, Selliatun Nurrachmad, Limpad Pharonsandika, Immanuel Pitri, Melnis Ismon Prawicha, Ertika Agtha Putri Pratiwi, Adhitya Putri, Amalia Sonita Putri, Esterike Alfatien Putri, Herni Mandala Ramadhani, Siti Rani Oktapiani Retsi, Olga Dona Rizkianti, Intan Roedhy Poerwanto Rohmah, Nikmatur Rozaq, Ahmad Nur Rukmiyati, Rukmiyati Saehu, Rahmat Safitri, Loli SAFITRI, SANI Sakilah Sakilah Salsabila, Gina Saputri, Mutiara Anggun Sari, Anggel Permata Sari, Meirita Sariah Sariah Selvi Kasman SOEKISMAN TJITROSEMITO Subiki Subiki Sudirman, Muzzaki Suharno Suharno Sula, Sula Susanty Susanty, Susanty Syafitri, Widya Syahrul Syakilla, Nadia Nur Syambasril . Vera Firdaus Wati, Indah Widiyono, Aan Winni Nur Auli Wulandari, Sekar Dwi Yulis A, Zuhrotul Eka Yunita, Tyna Yusmar Yusuf Zakira, M. Zalva