Deteksi Dini Hama dan Penyakit Padi Menggunakan Metode Certainty Factor

Authors

  • Sulistiyanto Sulistiyanto STMIK Dharma Wacana, Lampung
  • Tri Aristy Saputri STMIK Dharma Wacana, Lampung
  • Noviyanti Noviyanti STMIK Dharma Wacana, Lampung

DOI:

https://doi.org/10.30865/jurikom.v9i1.3778

Keywords:

Expert System, Rice Plants, Pests, Diseases, Certainty Factors

Abstract

Padi is one of the main food commodities. Every year the need for rice continues to increase, as fulfillment of domestic and export needs. Various efforts were made in order to increase rice production, including superior seed seed research, expansion of planting land and counseling and mentoring to farmers. Pests and diseases are one of the 'main factors that have an impact on the decline in the productivity of rice plants. Recognizing Symptoms of the disease requires skills and experience and knowledge. Symptoms that arise often by farmers are difficult to recognize and only experts who can identify it correctly and correctly. The limitations of agricultural experts in the region, are obstacles for farmers when they want to consult. The expert system can then be an alternative solution to replace the expert role in deciding the type of disease that attacks. This study aims to design an expert system using certainty factors for website-based to help farmers in deciding the type of disease. Diseases that are sampled include blast, hawar daun (kresek), busuk pelepah, tungro (kerdil), chocolate spots and striped spots. The method used in this research is Reseach And Development (RND).The results of system output testing validated by experts have an accuracy of 66.67%, and system testing with blackbox testing is declared valid to the main features of the system. It is expected that this expert system, farmers become helped in deciding the type of disease that attacks their rice and can take preventive actions so as not to spread to other rice plants

References

Minarni and A. Fadhillah, “Expert System in Detecting Rice Plant Diseases,†J. Dyn., vol. 2, no. 1, pp. 11–15, 2017.

H. B. Prajapati, J. P. Shah, and V. K. Dabhi, “Detection and classification of rice plant diseases,†Intell. Decis. Technol., vol. 11, no. 3, pp. 357–373, 2017, doi: 10.3233/IDT-170301.

H. Kalita, S. K. Sarma, and R. D. Choudhury, “Expert system for diagnosis of diseases of rice plants: Prototype design and implementation,†Int. Conf. Autom. Control Dyn. Optim. Tech. ICACDOT 2016, pp. 723–730, 2017, doi: 10.1109/ICACDOT.2016.7877682.

R. Shahzadi, J. Ferzund, M. Tausif, and M. Asif, “Internet of Things based Expert System for Smart Agriculture,†Int. J. Adv. Comput. Sci. Appl., vol. 7, no. 9, 2016, doi: 10.14569/ijacsa.2016.070947.

S. Sarma, K. Singh, and A. Singh, “An Expert System for diagnosis of diseases in Rice Plant,†Int. J. Artif. Intell., vol. 1, no. 1, pp. 26–31, 2010.

S. R. Erlina Agustina, Istas Pratomo, Adhi Dharma Wibawa, “2017 International Seminar on Intelligent Technology and Its Application (ISITIA) : proceeding : Surabaya, Indonesia, August, 28-29, 2017.,†vol. 2015, pp. 266–270, 2017.

N. Sriram and H. Philip, “Expert System for Decision Support in Agriculture N.,†pp. 425–459, 2016, [Online]. Available: http://www.agritech.tnau.ac.in/pdf/14.pdf.

H. H. Safwat, “Expert system for the diagnosis of water hammer,†vol. 3, no. 4, pp. 19–26, 1992.

H. T. SIHOTANG, “Sistem Pakar Untuk Mendiagnosa Penyakit Pada Tanaman Jagung Dengan Metode Bayes,†vol. 3, no. 1, 2019, doi: 10.31227/osf.io/dguhb.

E. T. Siregar, “Penerapan Teorema Bayes Pada Sistem Pakar Untuk Mengidentifikasi Penyakit Tumbuhan Padi,†Semin. Nas. Inform., pp. 23–26, 2015.

M. H. Rifqo, D. A. Prabowo, and M. Haura, “Perbandingan Metode Certainty Factor dan Dempster-Shafer Pada Sistem Pakar Diagnosa Penyakit Gigi dan Mulut,†J. Inform. Upgris, vol. 5, no. 2, 2019, doi: 10.26877/jiu.v5i2.4225.

P. Karuniawan et al., “Implementasi Metode Certainty Factor Untuk Mengidentifikasi,†vol. 4, no. 01, pp. 1–9, 2021.

D. M. L Tobing, E. Pawan, F. E. Neno, and K. Kusrini, “Sistem Pakar Mendeteksi Penyakit Pada Tanaman Padi Menggunakan Metode Forward Chaining,†Sisfotenika, vol. 9, no. 2, p. 126, 2019, doi: 10.30700/jst.v9i2.440.

Additional Files

Published

2022-02-25

How to Cite

Sulistiyanto, S., Saputri, T. A., & Noviyanti, N. (2022). Deteksi Dini Hama dan Penyakit Padi Menggunakan Metode Certainty Factor. JURNAL RISET KOMPUTER (JURIKOM), 9(1), 48–54. https://doi.org/10.30865/jurikom.v9i1.3778