Implementasi Sistem Pakar Android untuk Deteksi Penyakit Tanaman Coklat dengan Metode Certainty Factor
-
Syaifuddin
*
Universitas Ichsan Gorontalo Utara,
Indonesia
- Ona Maliki Universitas Ichsan Gorontalo Utara, Indonesia
- Hamka Witri Kamase Universitas Ichsan Gorontalo Utara, Indonesia
Abstract
This research focuses on issues within the agricultural sector, specifically in cocoa farming. The associated problem is the lack of agricultural extension workers, which results in farmers' limited understanding of cocoa plant diseases and their management. As a consequence, disease identification in cocoa plants has traditionally relied on mere estimates, often proving inaccurate and inefficient in taking appropriate actions. The primary objective of this research is to design and develop an Android-based application utilizing the Certainty Factor method for diagnosing diseases in cocoa plants. The application is envisioned to function as an intelligent consultant for providing disease diagnoses in cocoa plants. The research employs the Research and Development methodology, gathering data from both primary and secondary sources through observations and interviews. The application is tested using both whitebox and blackbox methodologies. Whitebox testing results demonstrate that the system can operate effectively, as indicated by calculations of V(G) and Cyclomatic Complexity (CC). Blackbox testing, conducted with sample tests, also indicates that the system functions as expected and efficiently. In conclusion, the system developed in this research can significantly assist users, particularly farmers, in diagnosing diseases in cocoa plants. The expert system for diagnosing cocoa plant diseases can be relied upon and operates effectively.
References
G. Rahmadhan, F. Zakariyya, and T. D. Puspitasari, “Sistem Pakar Identifikasi Hama Dan Penyakit Pada Tumbuhan Kakao Menggunakan Metode BFS (Breadth First Search) Dan Certainty Factor Berbasis Android,” J. Teknol. Inf. dan Terap., vol. 9, no. 2, pp. 70–80, 2022, doi: 10.25047/jtit.v9i2.270.
Lasmiati, “Sistem Pakar Diagnosa Penyakit Kakao Menggunakan Metode Forward Chaining Berbasis Android,” JuPesSaTek, vol. 2, no. 3, pp. 403–411, 2020, doi: 10.23960/pepadun.v2i3.83.
S. Sulistiyanto, T. A. Saputri, and N. Noviyanti, “Deteksi Dini Hama dan Penyakit Padi Menggunakan Metode Certainty Factor,” JURIKOM (Jurnal Ris. Komputer), vol. 9, no. 1, p. 48, 2022, doi: 10.30865/jurikom.v9i1.3778.
R. Apriyanto and M. Ahsan, “Sistem Analisis Diagnosa Penyakit Tanaman Anggur Dengan Pendekatan Certainty Factor Berbasis Android,” Kurawal - J. Teknol. Inf. dan Ind., vol. 2, no. 1, pp. 64–78, 2019, doi: 10.33479/kurawal.v2i1.214.
A. S. Dinata, “Penerapan Metode Certainty Factor Pada Kelompok Tani Pt Olam Indonesia (Cocoa) Cabang Lampung Pada Sistem Pakar Diagnosa …,” J. Portal Data, vol. 2, no. 1, pp. 1–13, 2022, [Online]. Available: http://portaldata.org/index.php/portaldata/article/view/69.
S. Dewi, K. Kusmanto, and T. Taufiqurrahman, “Sistem Pakar Diagnosa Penyakit Alergi Pada Anak Dengan Menggunakan Microsoft Visual Basic Net Studi Kasus Klinik Dokter Yunita Siregar,” U-NET J. Tek. Inform., vol. 05, no. 02, pp. 32–39, 2021.
K. Monda, S. D. B. Mau, and A. A. J. Sinlae, “Sistem Pakar Untuk Mendiagnosis Penyakit Kanker Payudara Menggunakan Metode Certainty Factor Berbasis Web,” J. Tek. Inform. UNIKA St. Thomas, vol. 07, pp. 63–74, 2022, doi: 10.54367/jtiust.v7i1.1918.
H. M. Siregar, “Implementasi Metode Naive Bayes Pada Perancangan Aplikasi Sistem Pakar Diagnosa Bronkiektasis,” Bull. Inf. Technol., vol. 1, no. 3, p. 6, 2020.
S. Feliza Dianti Suendri, “Sistem Pakar Diagnosa Penyakit Hipotermia Menggunakan Metode Certainty Factor Berbasis Android,” vol. 06, no. 01, pp. 54–64, 2023.
D. Y. Alindi, R. Idmayanti, and T. Lestari, “Penerapan Sistem Pakar Diagnosa Penyakit Pada Tanaman Cabai Menggunakan Metode Forward Chaining Berbasis Android,” Jitsi J. Ilm. Teknol. Sist. …, vol. 4, no. 2, pp. 74–81, 2023, [Online]. Available: https://jurnal-itsi.org/index.php/jitsi/article/view/117%0Ahttps://jurnal-itsi.org/index.php/jitsi/article/download/117/88.
R. F. Ridwan et al., “Sistem Pakar Diagnosa Hama dan Penyakit Tanaman Jeruk Metode Certainty Factor Berbasis Android,” FRAMEWORK, vol. 01, no. 01, pp. 1–10, 2022.
R. Anggraini Siregar, D. Rahmadiansyah, and M. Iswan Perangin-Angin, “Sistem Pakar Mendiagnosa Penyakit Pada Pohon Kelapa Sawit Menggunakan Metode Certainty Factor,” Saintikom, vol. 1, no. 2, pp. 1–8, 2021.
M. Rijalul, Zaeniah, and I. Bahtiar, “RANCANG BANGUN SISTEM PAKAR DIAGNOSA PENYAKIT PADA TANAMAN CABAI DENGAN METODE CERTAINTY FACTOR,” Kecerdasan Buatan dan Teknol. Inf., vol. 2, no. 1, pp. 11–19, 2023.
R. Nur Sa’adah, Metode Penelitian R&D (Research And Development) Kajian Teoretis dan Aplikatif. Malang: Literasi Nusantara, 2020.
P. D. Sugiyono, Metode penelitian dan pengembangan, Cet 4 tahu. Bandung: Alfabeta, 2019.
D. Maulina, “Metode Certainty Factor Dalam Penerapan Sistem Pakar Diagnosa Penyakit Anak,” J. Inf. Syst. Manag., vol. 2, no. 1, pp. 23–32, 2020, doi: 10.24076/joism.2020v2i1.171.
N. Irfan Yahya, S. Lestanti, and S. Nur Budiman, “Sistem Pakar Diagnosis Hama Dan Penyakit Tanaman Aglaonema Menggunakan Metode Certainty Factor,” JATI (Jurnal Mhs. Tek. Inform., vol. 6, no. 2, pp. 734–741, 2022, doi: 10.36040/jati.v6i2.5647.
I. Safar and A. Amsar, “Implementasi Metode Certainty Factor pada Aplikasi Diagnosa Penyakit dan Hama Tanaman Pala Berbasis Android,” Remik, vol. 6, no. 4, pp. 827–839, 2022, doi: 10.33395/remik.v6i4.11862.
S. Alim, P. P. Lestari, and R. Rusliyawati, “Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor Pada Kelompok Tani Pt Olam Indonesia (Cocoa) Cabang Lampung,” J. Data Min. dan Sist. Inf., vol. 1, no. 1, p. 26, 2020, doi: 10.33365/jdmsi.v1i1.798.
Z. Ley Kharismatara and A. Maruf, “Sistem Pakar Diagnosa Penyakit Pada Tanaman Bawang Dengan Menggunakan Certainty Factor,” Inf. Syst. J., vol. 3, no. 1, pp. 25–29, 2020, doi: 10.24076/infosjournal.2020v3i1.214.
Minarni, E. Novira, E. Yulianti, and G. Yoga Swara, “Sistem Pakar Diagnosa Penyakit dan Hama Tanaman Kakao Dengan Metode Certainty Factor,” SATIN - Sains dan Teknol. Inf., vol. 8, no. 2, pp. 79–88, 2022, doi: 10.33372/stn.v8i2.901.
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