Implementation of the Dempster Shafer Method in an Expert System for Diagnosing Solanum Lycopersicum Pests and Diseases

Wa Ode Nur  Aisyah; Andi Tenri  Sumpala; Yuwanda Purnamasari Pasrun; Mutmainnah Muchtar; Abdul  Malik

doi:10.69616/mit.v1i1.162

Authors

Wa Ode Nur Aisyah Universitas Sembilanbelas November Kolaka
Andi Tenri Sumpala Universitas Sembilanbelas November Kolaka
Yuwanda Purnamasari Pasrun Universitas Sembilanbelas November Kolaka https://orcid.org/0000-0003-4722-9219
Mutmainnah Muchtar Universitas Sembilanbelas November Kolaka https://orcid.org/0000-0002-1423-5375
Abdul Malik Universitas Mega Buana Palopo

DOI:

https://doi.org/10.69616/mit.v1i1.162

Keywords:

Expert System, Tomato, Pests, Deseases, Dempster Shafer

Abstract

Tomato (Solanum lycopersicum) is a horticultural crop as a vegetable or fruit with high economic value. One of the causes of decreased production is the presence of pests and diseases in tomato plants. The purpose of this research is to build an expert system to help the community, especially farmers, in diagnosing pests and diseases in tomato plants. The method used in this expert system is Dempster Shafer. The results achieved from the research were in the form of an expert system consisting of 10 pests and 7 diseases of tomatoes with 42 symptoms. The implication is that the user can choose the symptoms experienced by the plant, each symptom chosen has a weight that will be used to obtain disease determination results. Tests on 22 data show that the suitability between the application and the expert is 95%. This shows that the system is able to diagnose pests and diseases of tomato plants.

References

M. F. G. El Mirzaq and R. Halilintar, “Sistem Pakar Diagnosa Penyakit Tanaman Tomat Menggunakan Metode Certainty Factor,” in Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi), 2021, pp. 230–235.

D. Hendri, B. Andika, and E. Elfitriani, “Diagnosa sistem penyakit mossaic virum pada tanaman tomat dengan menggunakan metode certainty factor,” J. Cyber Tech, vol. 2, no. 11, 2022.

A. N. Sholihah, “Uji Hasil Panen Antar Beberapa Varietas Tomat (Solanum lycopersicum L.) pada Program Trial Di PT. BISI Internasional Tbk. Farm Karangploso,” 2023.

D. Adellia, A. C. Siregar, and S. P. A. Alkadri, “Penerapan Metode Certainty Factor pada Sistem Pakar Diagnosa Hama dan Penyakit pada Tanaman Tomat,” JEPIN (Jurnal Edukasi dan Penelit. Inform., vol. 8, no. 3, pp. 451–458, 2022.

I. K. Sensus, S. P. S. Tenggara, and I. K. S. P. S. Tenggara, “Sulawesi Tenggara dalam angka,” (No Title).

M. F. Rosi and B. H. Prakoso, “Sistem Pakar Diagnosa Penyakit Tanaman Bawang Merah Menggunakan Metode Certainty Factor,” BIOS J. Teknol. Inf. Dan Rekayasa Komput., vol. 1, no. 1, pp. 20–27, 2020.

D. Aldo, “Sistem Pakar Diagnosis Hama Dan Penyakit Bawang Merah Menggunakan Metode Dempster Shafer,” Komputika J. Sist. Komput., vol. 9, no. 2, pp. 85–93, 2020.

W. W. W. Wijaya and E. Susanto, “New Normal: Pengembangan Sistem Informasi Penjualan Menggunakan Metode SDLC (System Development Life Cycle),” J. Sustain. J. Has. Penelit. Dan Ind. Terap., vol. 10, no. 1, pp. 1–9, 2021.

S. B. Hartono, “Pengembangan Sistem Informasi Arus Kas Dengan Metode Sdlc (System Development Life Cycle) Pada Madin Al-Junnah,” ISOQUANT J. Ekon. Manaj. Dan Akunt., vol. 4, no. 1, pp. 1–16, 2020.

A. Nurhadi, “Penerapan Metode Waterfall Dalam Sistem Informasi Penyedia Asisten Rumah Tangga Secara Online,” J. Khatulistiwa Inform., vol. 6, no. 2, 2018.

A. L. Kartika, M. Orisa, and D. Rudhistiar, “APLIKASI SISTEM PAKAR DETEKSI PENYAKIT UMUM BERBASIS ANDROID,” JATI (Jurnal Mhs. Tek. Inform., vol. 7, no. 5, pp. 3068–3074, 2023.

S. Indriani and A. P. Lubis, “The Use Of The Dempster Shafer Method For Diagnosis Of Vulvovaginitis,” J. Tek. Inform., vol. 3, no. 3, pp. 511–518, 2022.

M. D. Sinaga and N. S. B. Sembiring, “Penerapan metode dempster shafer untuk mendiagnosa penyakit dari akibat bakteri salmonella,” Cogito Smart J., vol. 2, no. 2, pp. 94–107, 2016.

E. G. Wahyuni and W. Prijodiprodjo, “Prototype Sistem Pakar untuk Mendeteksi Tingkat Resiko Penyakit Jantung Koroner dengan Metode Dempster-Shafer,” IJCCS (Indonesian J. Comput. Cybern. Syst., vol. 7, no. 2, pp. 133–144, 2013.

A. R. Mz, I. G. P. S. Wijaya, and F. Bimantoro, “Sistem pakar diagnosa penyakit kulit pada manusia dengan metode dempster shafer,” J. Comput. Sci. Informatics Eng., vol. 4, no. 2, pp. 129–138, 2020.

Implementation of the Dempster Shafer Method in an Expert System for Diagnosing Solanum Lycopersicum Pests and Diseases

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