Article Per Year (5 Year)
p-Index From 2021 - 2026
7.779
P-Index
This Author published in this journals
All Journal RABIT: Jurnal Teknologi dan Sistem Informasi Univrab Jurnal Informatika Universitas Pamulang JurTI (JURNAL TEKNOLOGI INFORMASI) MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer JISTech (Journal of Islamic Science and Technology) JURNAL PENDIDIKAN TAMBUSAI KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) The IJICS (International Journal of Informatics and Computer Science) Journal on Education JOURNAL OF SCIENCE AND SOCIAL RESEARCH Indonesian Journal of Applied Informatics Infoman's: Jurnal Ilmu-Ilmu Manajeman dan Informatika STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Jurnal Mantik Technologia: Jurnal Ilmiah TEKNOKOM : Jurnal Teknologi dan Rekayasa Sistem Komputer Jurnal Manajemen Informatika dan Sistem Informasi JTIK (Jurnal Teknik Informatika Kaputama) Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics Indonesian Journal of Electrical Engineering and Computer Science G-Tech : Jurnal Teknologi Terapan JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Journal of Computer Networks, Architecture and High Performance Computing Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Jurnal Abdi Mas Adzkia Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Jurnal IPTEK Bagi Masyarakat AKM: Aksi Kepada Masyarakat Bulletin of Information Technology (BIT) sudo Jurnal Teknik Informatika Hello World Jurnal Hasi Penelitian Dan Pengkajian Ilmiah Eksakta - JPPIE Jurnal Informatika Teknologi dan Sains (Jinteks) Jurnal Pendidikan, Sains dan Teknologi Jurnal INFOTEL
Ali Ikhwan
Universitas Islam Negeri Sumatera Utara
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Veterinary Other

Published : 69 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Indonesian Journal of Applied Informatics

 1 
Sistem Informasi Geografis Menggunakan Algoritma C4.5 untuk Prediksi Hasil Panen Padi di Kabupaten Simalungun Fitri Annisa Purba; Ali Ikhwan
IJAI (Indonesian Journal of Applied Informatics) Vol 9, No 1 (2024)
Publisher : Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/ijai.v9i1.94772

Abstract

Abstrak:Kabupaten Simalungun merupakan salah satu daerah penghasil padi utama di Indonesia, yang kadang menghadapi fluktuasi hasil panen. Rendahnya hasil panen padi dapat menurunkan nilai jual dan keuntungan petani, sehingga diperlukan analisis data yang mampu memprediksi hasil panen secara akurat agar lebih efektif dan berkelanjutan. Penelitian ini mengembangkan sistem informasi geografis (SIG) berbasis web untuk memetakan hasil panen padi di Kabupaten Simalungun, menggunakan Algoritma C4.5 sebagai metode prediksi. Data yang diolah mencakup hasil panen padi tahun 2023-2024 dengan 1.000 sampel dan lima atribut utama, seperti luas lahan dan curah hujan, yang menghasilkan tingkat akurasi prediksi sebesar 85%. Sistem ini dirancang menggunakan XAMPP, MySQL, dan Framework Laravel, serta visualisasi peta dilakukan melalui Leaflet.js. Kontribusi utama penelitian ini adalah memberikan alat berbasis SIG yang tidak hanya mempermudah pemetaan hasil panen secara visual, tetapi juga meningkatkan efektivitas pengambilan keputusan Dinas Pertanian, seperti mengidentifikasi kecamatan dengan hasil panen rendah untuk prioritas bantuan dan membantu petani memantau perkembangan hasil panen secara spasial. Dengan prediksi yang lebih akurat, sistem ini berpotensi mendukung peningkatan efisiensi alokasi sumber daya dan kebijakan pertanian berbasis data.=============================Abstract: Simalungun Regency is one of Indonesia's major rice-producing regions, often facing fluctuations in harvest yields. Low rice yields can reduce sales value and farmers' profits, necessitating a data-driven analysis to accurately predict harvests for more effective and sustainable agricultural planning. This study developed a web-based Geographic Information System (GIS) to map rice harvest yields in Simalungun Regency, utilizing the C4.5 algorithm as a prediction method. The processed data included rice harvest results for 2023-2024, consisting of 1,000 samples and five key attributes, such as land size and rainfall, achieving a prediction accuracy rate of 85%. The system was built using XAMPP, MySQL, and the Laravel Framework, with harvest mapping visualized through Leaflet.js. The primary contribution of this study is providing a GIS-based tool that not only simplifies the visual mapping of harvest results but also enhances the effectiveness of decision-making by the Department of Agriculture. This includes identifying sub-districts with low harvest yields for prioritized aid and assisting farmers in monitoring harvest progress spatially. With more accurate predictions, this system has the potential to support efficient resource allocation and data-driven agricultural policies.
Co-Authors Abdul Halim Hasugian Adam Malik Siregar Adam Syahputra Adhe Eva Yolanda Adhe Eva Yolanda Adi Widarma Adinda Fitri Aditya Kurniawan Pakpahan Adnan Buyung Nasution Adnan Buyung Nasution Ahyanuardi Ahyanuardi Aji Wardana Aji Wardana Alda Penira Alwi Haryada Ananda Salsabila Khairi Anggi Dessisiliya Anggi Refachriati Nasution Aninda Muliani Annisa Almira Ary Santri Yuanda Arya Dwi Utama ARYA PRATAMA DAMANIK Asmar Sholeh Asyahri Hadi Nasyuha Atika Sari br pa Atikah Zulfi Ayuni Ayu Azzahra Batubara Azrah Cipta Amandha Bagus Rizki Lubis Bagus Sopian Wanandi Bagus Sopian Wanandi Cahaya Muzaddidah Cholil Bisri Cindy Cintya Cindy Sintya Deli Kartika Abrianisyah Dewi Putri Ayu Andira Dewi Diah Sawitri Dicky Novriansyah Dina Amalia Putri Lubis Dita Sucinta Sembiring Elfany Rizqi Syaputri Euis Desy Khairiyati Evan Alfian Syahnur fahreza shiddiq siregar Fajira Mahmudah Fitri Annisa Purba Frihartini Ayu Salsabilah Harun Yahya Harun Yahya Hazizah W.S Manik Heni Pujiastuti Heru Irfansyah Ilka Zufria Indah Saputri Ira Murni Jaka Gunawan Jihan Ula Usla Khairul Khairul Abdi Khofifah Fauzani Kiki Andrea Kurniawan Pulungan Laila Turrubiah Ila Lili Saputri Mahzura Aznur Maulana Ikhsan Mega Andriani Mega Lestari Mhd. Aria Agung Widodo Mhd. Aria Agung Widodoa Miana Sweety Miftahul Jannah Miftahul Jannah mira aripin panjaitan Mohammad Badri Mohammad Badri Mohammad Badri Moustafa H. Aly Muhammad Abdurrahman Hafizh Muhammad Arif Suhada Muhammad Dahria Muhammad Dedi Irawan Muhammad Dimas Abdillah Muhammad Faiz Muhammad Faris Adira Muhammad Fikri Assidiqie muhammad hafi isfahan isnan Muhammad Isnan Muhammad Khoir Al Alim Manurung Muhammad Naufal Fathin Hibrizi Muhammad Rizky Ramadhan muhammad rizky ramadhan Myra Thasandra Nadila Agnestesia Naila Umniati Nasution, Muhammad Irwan Padli Novika Wulandari Nurhadizah Saragih Nurhayati Nurhayati Nurhayati, Nurhayati Nuri Aslami Nurul Afriani Tanjung Oris Krianto Sulaiman Pasaribu, Hamidah Pauji Wibowo Phaklen Ehkan Pria Mitra Purba Putra Wan Putrawan Putrawan Putri Natasya Adelia Putri Ratricia Qurani Awaliyana Rafikha Aliana A. Raof Rafli Khalis Nugraha Raflikha Aliana A. Raof Raflikha Aliana A. Raof Raissa Amanda Putri Rasyid Ridho Reza Kurnia Lesmana Riyan Hidayah Purnama Riyan Hidayat Rizka Annisa Putri Rizki Prasetya Nasution Sahril Azmi Nasution Saiful Nurarif Salwa Alipia Fadillah Tambunan Samsudin, Samsudin Sania Mar'i Adnanda Harahap Santi Ariani Rambe Sarjon Defit Septia Ona Sutra Siti Mawaddah Sri Hartati Suci Syah Putri Suendri Suendri Suendri, Suendri Sunilfa Maharani Surganda Sitompul Suwinda Aulansari Syaidah Fiddarain T Sabrina Tasya Maulariqa Insani Tri Ulandari Tursina Juliani Dlt Uswatun Hasanah Widya Ayu Safitri Wiranda Wiranda Yasmin Yacob Yulia Fatma Harahap Yulia Imanita Yunita Dwi Cahaya Yustria Handika Siregar Zahra Azura Zakiyah Khalilah