Implementasi Website Pendataan Dan Monitoring Kelompok Tani Menggunakan Algoritma Decision Tree
DOI:
https://doi.org/10.30865/jurikom.v13i3.9723Keywords:
Decision Tree, Laravel, Farmer Group Monitoring, Web-Based Information System, Agricultural Data CollectionAbstract
This research focuses on developing a web-based information system for data management and monitoring of farmer groups in Minahasa Regency. The system aims to enhance the efficiency, accuracy, and transparency of agricultural data collection and supervision processes. Utilizing technologies such as Laravel framework and Decision Tree algorithms, the system provides real-time data visualization, prediction of assistance needs, and facilitates farmer participation in reporting activities, applying for aid, and accessing training online. The Decision Tree algorithm is employed to generate predictive insights for future aid requirements based on historical data, supporting more informed decision-making by the relevant authorities. The implementation of this system is expected to streamline administrative tasks, improve data accuracy, and promote good governance within the agricultural sector. Overall, this system contributes to advancing digital transformation in agricultural management, enabling better planning, resource allocation, and service delivery for farmers in Minahasa.
References
[1] N. Bembok, G. H. M. Kapantow, and L. R. Rengkung, “KONTRIBUSI SEKTOR PERTANIAN DALAM PEREKONOMIAN DI KABUPATEN MINAHASA,” AGRI-SOSIOEKONOMI, vol. 16, no. 3, p. 333, Sep. 2020, doi: 10.35791/agrsosek.16.3.2020.30313.
[2] G. O. Malindir and A. B. Mashud, “PEMBERDAYAAN KELOMPOK TANI DALAM MENINGKATKAN HASIL PERTANIAN DI DESA ARJASARI KECAMATAN LEUWISARI KABUPATEN TASIKMALAYA,” Jurnal Politik Pemerintahan Dharma Praja, vol. 15, no. 2, pp. 39–55, Dec. 2022, doi: 10.33701/jppdp.v15i2.2775.
[3] F. Firman, T. S. Arzam, and Y. Yasmin, “PERAN KELEMBAGAAN PETANI DALAM MENINGKATKAN KESEJAHTERAAN MASYARAKAT (STUDI KASUS KELOMPOK TANI DI KECAMATAN MALILI KABUPATEN LUWU TIMUR),” Jurnal Sains Agribisnis, vol. 5, no. 1, pp. 21–33, Jun. 2025, doi: 10.55678/jsa.v5i1.1681.
[4] N. Trisyanti and S. Seliwati, “SISTEM INFORMASI PEMANTAUAN DAN PENGELOLAAN DATA KELOMPOK TANI DI DESA METUN SAJAU KECAMATAN TANJUNG PALAS TIMUR,” Jurnal Riset Sistem Informasi dan Teknologi Informasi (JURSISTEKNI), vol. 7, no. 3, pp. 828–839, Sep. 2025, doi: 10.52005/jursistekni.v7i3.509.
[5] N. A. Pratama, “APLIKASI SISTEM INFORMASI DATA PETANI DENGAN OPTICAL CHARACTER RECOGNITION BERBASIS ANDROID,” JIKO (Jurnal Informatika dan Komputer), vol. 6, no. 1, p. 92, Feb. 2022, doi: 10.26798/jiko.v6i1.503.
[6] R. R. Ratu, P. A. Pangemanan, and T. M. Katiandagho, “ANALISIS PENDAPATAN DAN KELAYAKAN USAHA TANI JAGUNG DI DESA POOPO KECAMATAN PASSI TIMUR KABUPATEN BOLAANG MONGONDOW,” AGRI-SOSIOEKONOMI, vol. 17, no. 2, p. 349, Apr. 2021, doi: 10.35791/agrsosek.17.2.2021.33848.
[7] M. Fauzan and K. Hadiono, “Rancang Bangun Sistem Informasi Penjualan Bibits Buah Berbasis Framework Laravel,” Jurnal Teknologi Sistem Informasi dan Aplikasi, vol. 6, no. 3, pp. 388–394, Jul. 2023, doi: 10.32493/jtsi.v6i3.30800.
[8] F. Faizal and S. Suryani, “Sistem Monitoring Kebutuhan Bibit, Alat Pertanian dan Bantuan Petani Berbasis Website,” Digital Transformation Technology, vol. 3, no. 2, pp. 694–701, Nov. 2023, doi: 10.47709/digitech.v3i2.3257.
[9] N. Magfira, M. Musdalipa, K. T. Baso, H. Ibrahim, and A. Yunus, “PERAN PENYULUH PERTANIAN TERHADAP PENGEMBANGAN KELOMPOK TANI PADI DI DESA PADANG KECAMATAN GANTARANG KABUPATEN BULUKUMBA.”
[10] H. Fadillah, Adinda Tarisyah Hsb, and Sriani Sriani, “Penerapan Sistem Inventaris Berbasis Web Dengan Menggunakan Metode Waterfall Dalam Pendataan Bibit Teh Di Perkebunan PTPN4,” Mars : Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer, vol. 2, no. 6, pp. 248–258, Dec. 2024, doi: 10.61132/mars.v2i6.573.
[11] Made Wira Putra Dananjaya, “RANCANG BANGUN APLIKASI PRODUKSI PERTANIAN & PERKEBUNAN BERBASIS WEBSITE DENGAN MENGGUNAKAN FRAMEWORK LARAVEL,” Jurnal Teknologi Informasi dan Komputer, vol. 10, no. 1, Jan. 2024, doi: 10.36002/jutik.v10i1.2718.
[12] E. Margaretta Br Bangun, S. Kumajas, and K. Santa, “Sistem Monitoring Dan Evaluasi Kelembagaan Koperasi Pada Dinas Koperasi Umkm Kabupaten Minahasa Berbasis Web Menggunakan Metode Prototype Web-Based Cooperative Institutional Monitoring And Evaluation System At The Department Of Cooperatives And Umkm Of Minahasa Regency Using The Prototype Method”.
[13] Nila Aulia, Muhammad Rizky, and Chaerul Shaleh, “Memprediksi Jenis Tanaman Berdasarkan Parameter Lingkungan Menggunakan Algoritma Decision Tree dan Random Forest Berbasis Web,” Jurnal Teknik Informatika dan Teknologi Informasi, vol. 5, no. 3, pp. 578–596, Dec. 2025, doi: 10.55606/jutiti.v5i3.6435.
[14] I. Kurniawati and A. Eviyanti, “Rancang Bangun Sistem Informasi Penjualan Pakan Ternak Berbasis Web Menggunakan Framework Laravel,” Indonesian Journal of Applied Technology, vol. 1, no. 1, p. 21, Jul. 2024, doi: 10.47134/ijat.v1i1.3094.
[15] F. Sinlae, E. Irwanda, Z. Maulana, and V. Eka Syahputra, “Penggunaan Framework Laravel dalam Membangun Aplikasi Website Berbasis PHP,” Jurnal Siber Multi Disiplin, vol. 2, no. 2, pp. 119–132, Jul. 2024, doi: 10.38035/jsmd.v2i2.186.
[16] K. Rizka and N. Anwar, “IMPLEMENTASI LARAVEL PADA APLIKASI MONITORING DOKUMEN BERBASIS WEBSITE DENGAN METODE EXTREM PROGRAMMING,” Jurnal Ilmu Komputer, vol. 10, no. 1, pp. 2527–9653, 2025, doi: 10.47007/komp.v7i01.xxxxx.
[17] R. Gunawan Bali, A. Ika Uktoro, T. Suparyanto Program Studi Teknik Pertanian, F. Teknologi Pertanian, and I. Yogyakarta, “Sistem Informasi Budidaya Tanaman Cabai Berbasis Web,” 2024.
[18] J. Hasugian, A. Ika Uktoro, T. Suparyanto Program Studi Teknik Pertanian, F. Teknologi Pertanian, and I. Yogyakarta, “Sistem Informasi Pembibitan Tanaman Karet Berbasis Web,” 2024.
[19] F. Joanda Kaunang, R. Rotikan, and G. Stella Tulung, “Pemodelan Sistem Prediksi Tanaman Pangan Menggunakan Algoritma Decision Tree Crop Prediction System Using Decision Tree Algorithm,” Cogito Smart Journal, vol. 4, no. 1, 2018.
[20] M. Iqbal Assyauqi, “MODEL PENGEMBANGAN BORG AND GALL,” Apr. 2020.
[21] S. Kandi and K. Kunci, “Penerapan Data Mining untuk Meprediksi Hasil Panen Pertanian Tanaman Padi Daerah Serdang Bedagai Menggunakan Metode C4.5 Pada Dinas Tanaman Pangan Dan Holtikultura Sumut.”



