Perancangan Sistem Informasi Deteksi Penyakit Daun Padi Menggunakan Metode Agile

Authors

  • Faruq Aziz Universitas Nusa Mandiri
  • Daniati Uki Eka Saputri
  • Nurul Khasanah
  • Taopik Hidayat

DOI:

https://doi.org/10.32493/jtsi.v8i3.46970

Keywords:

rice leaf disease detection, Agile method, black-box testing

Abstract

The development of a rice leaf disease detection information system using the Agile method aims to provide an innovative solution for fast and accurate plant disease identification. The system can detect four major rice leaf disease classes: bacterial blight, brownspot, blast, and healthy conditions. The development process follows an iterative approach, starting from understanding user needs to system implementation and testing. Black-box testing was applied to ensure that all features, such as image upload and disease classification, function according to specifications. Evaluation results indicate that the system achieves high accuracy in disease detection based on the utilized dataset. However, dataset limitations and testing scenarios pose challenges for generalizing results to real-field conditions. Hence, intensive evaluation and dataset updates are crucial for future development. With its user-friendly interface, the system is expected to support farmers in improving productivity and efficiency in rice disease detection.

References

Abadi, A. L., Syib’li, M. A., Aini, L. Q., Sektiono, A. W., Choliq, F. A., & Trianti, I. (2023). Pengelolaan Penyakit Tumbuhan Terpadu (Integrated Plant Disease Management). Universitas Brawijaya Press.

Ahmed, M. K., Bello, A. H., Jauro, S. S., & Dawaki, M. (2024). A comparative analysis of performance optimization techniques for benchmarking PHP frameworks: Laravel and Codeigniter. Dutse Journal of Pure and Applied Sciences, 10(3c), 284–295. https://doi.org/10.4314/dujopas.v10i3c.27

Al Salmi, H. (2023). Comparative CSS frameworks. Multi-Knowledge Electronic Comprehensive Journal for Education and Science Publications (MECSJ), 66. Retrieved from https://mecsj.com/uplode/images/photo/hat4_.pdf

Aziz, F., Ernawan, F., Fakhreldin, M., & Adi, P. W. (2023). YOLO Network-Based for Detection of Rice Leaf Disease. 2023 International Conference on Information Technology Research and Innovation (ICITRI), 65–69. https://doi.org/10.1109/ICITRI59340.2023.10249843

Aziz, F., Saputri, D. U. E., Khasanah, N., & Hidayat, T. (2023). Penerapan UI/UX dengan Metode Design Thinking (Studi Kasus: Warung Makan). Jurnal Infortech, 5(1), 1–8.

Barraood, S. O., Mohd, H., Baharom, F., & Almogahed, A. (2023). Verifying Agile Black-Box Test Case Quality Measurements: Expert Review. IEEE Access, 11, 106987–107003. https://doi.org/10.1109/ACCESS.2023.3320576

Cani, Y. M., Hannie, H., & Ridha, A. A. (2023). Pengujian Black Box Testing Pada Sistem Pendukung Keputusan Penerima Beasiswa di SMK Tarbiyatul Ulum Karawang. Jurnal Ilmiah Wahana Pendidikan, 9(9), 754–760. https://doi.org/10.5281/zenodo.8084698

Dudhat, A., & Abbasi, M. A. (2021). Discussion of Agile Software Development Methodology and its Relevance to Software Engineering. ADI Journal on Recent Innovation, 3(1), 105–114. https://doi.org/10.34306/ajri.v3i1.536

Engebreth, G., & Sahu, S. K. (2023). PHP 8 Basics: For Programming and Web Development. Berkeley, CA: Apress. https://doi.org/10.1007/978-1-4842-8082-9

Fadil, M., Yanti, Y., & Khairul, U. (2023). Penapisan aktinobakteria rhizosfer padi sebagai agens pengendali hayati Xanthomonas oryzae pv. Oryzae pathogen penyebab penyakit hawar daun bakteri. Jurnal AGRO, 10(1), 1–15. https://doi.org/10.15575/19798

Kappali, H., TV, S., G, M., K, P., R, S. K., & M, S. K. (2024). A Sqeeze Net Based Paddy Disease Classification. 2024 5th International Conference on Circuits, Control, Communication and Computing (I4C), 34–37. https://doi.org/10.1109/I4C62240.2024.10748530

Mishra, A., & Alzoubi, Y. I. (2023). Structured software development versus agile software development: A comparative analysis. International Journal of System Assurance Engineering and Management, 14(4), 1504–1522. https://doi.org/10.1007/s13198-023-01958-5

Nurrahman, D., Asep, A., & Aziz, F. (2020). Rancang Bangun Sistem Informasi Akuntansi Penjualan Kredit Pada Pd. Lajuar Motor Karawang. Community Development Journal: Jurnal Pengabdian Masyarakat, 1(2), 41–47.

Pramadhana, D., Amalia, D. R., & Ghozali, A. L. (2024). SMART E-COMMERCE UNTUK STRATEGI PEMASARAN GUNA PENINGKATAN PENJUALAN HASIL PERTANIAN (SiPeHtanI). Jurnal Ilmiah Rekayasa Dan Manajemen Sistem Informasi, 10(2), 40–47. https://doi.org/10.24014/rmsi.v10i2.31937

Quaranta, L., Calefato, F., & Lanubile, F. (2021). KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle. 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR), 550–554. https://doi.org/10.1109/MSR52588.2021.00072

Rahman, F. A., Safni, I., & Lisnawita, L. (2023). Kelimpahan Jamur Non-Patogenik Pada Rhizosfer Daerah Endemik Patogen Magnaporthe grisea Penyebab Penyakit Blas Pada Tanaman Padi (Oryza sativa L.). Agro Bali : Agricultural Journal, 6(2), 395–404. https://doi.org/10.37637/ab.v6i2.1145

Ramayana, A. S., Sadarudin, Rusdiansyah, & Santoso. (2024). Buku Referensi Padi Ladang Spesifik Wilayah Tropika Basah. Penerbit NEM.

Rantung, V. P. (2024). AGILE SOFTWARE DEVELOPMENT Panduan Komprehensif untuk Tim Pengembang. Jakarta: Lakeisha.

Siagian, A. L., Dewi, A. R., & Lubis, F. R. (2024). Implementasi Metode Agile Untuk Perancangan Website Di Desa Aeklung Doloksanggul. Innovative: Journal Of Social Science Research, 4(5), 3939–3948. https://doi.org/10.31004/innovative.v4i5.15244

Syaputri, L., Putra, E. G., Syahrani, E., Dwian, E., & Purwani, F. (2024). PERBANDINGAN EFEKTIVITAS METODE WATERFALL DAN AGILE DALAM PENGEMBANGAN SISTEM INFORMASI SEBUAH SYSTEMATIC LITERATURE REVIEW. Journal of Scientech Research and Development, 6(2), 262–273. https://doi.org/10.56670/jsrd.v6i2.585

Downloads

Published

2025-06-20

How to Cite

Faruq Aziz, Daniati Uki Eka Saputri, Nurul Khasanah, & Taopik Hidayat. (2025). Perancangan Sistem Informasi Deteksi Penyakit Daun Padi Menggunakan Metode Agile. Jurnal Teknologi Sistem Informasi Dan Aplikasi, 8(3), 234–245. https://doi.org/10.32493/jtsi.v8i3.46970

Issue

Vol. 8 No. 3 (2025): Jurnal Teknologi Sistem Informasi dan Aplikasi

Section

Article

Categories

License

Copyright (c) 2025 Faruq Aziz

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Authors who publish with this journal agree to the following terms:

  1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
  2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
  3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).

Jurnal Teknologi Sistem Informasi dan Aplikasi have CC BY-NC or an equivalent license as the optimal license for the publication, distribution, use, and reuse of scholarly work.

In developing strategy and setting priorities, Jurnal Teknologi Sistem Informasi dan Aplikasi recognize that free access is better than priced access, libre access is better than free access, and libre under CC BY-NC or the equivalent is better than libre under more restrictive open licenses. We should achieve what we can when we can. We should not delay achieving free in order to achieve libre, and we should not stop with free when we can achieve libre.

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License

YOU ARE FREE TO:

  • Adapt - remix, transform, and build upon the material for any purpose, even commercially.
  • The licensor cannot revoke these freedoms as long as you follow the license terms