Penerapan Metode Forward Chaining pada Sistem Pakar Pendeteksi Awal Omicron

Devi Ayu Indah Sari, Nofriadi Nofriadi, Mardalius Mardalius

Abstract


Omicron is a type of virus that is again spreading in Asahan Regency, especially at the Sidodadi Health Center due to. Many people do not pay attention to the disorder and the causes and symptoms that occur in the virus. To overcome this, it is necessary to have the technology to detect the initial symptoms of this virus. The purpose of this study was to create an expert system to detect the initial symptoms of omicron using the forward chaining method. This stage of research consists of analysis, design, implementation, and testing. The data collection techniques used are observations and interviews. Meanwhile, this system uses six cases as a reference to detect omicron symptoms, namely confirmed, probable, severe category, moderate category, mild category, and asymptomatic. Before this system is used, system testing of all functions on components using a black box is carried out. Our findings resulted in an expert system of early symptom detection of omicron that can display the results of patient diagnoses such as symptoms, cases, and solutions. The test results show that all components such as buttons, text inputs, and outputs are working properly according to the procedure. So that this system can be used by the health Center to help detect the initial symptoms of omicron that occur in patients, and can provide the best solution for patients treated at this health center.


Keywords


forward chaining; omicron; expert system

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References


Alamsyah, A. P. D. (2019). Sistem Pakar Diagnosa Penyakit Ginjal. International Journal of Artificial Intelligence, 6(1), 53–74. https://doi.org/10.36079/lamintang.ijai-0601.32

Alim, S., Lestari, P. P., & Rusliyawati, R. (2020). Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor Pada Kelompok Tani Pt Olam Indonesia (Cocoa) Cabang Lampung. Jurnal Data Mining Dan Sistem Informasi, 1(1), 26–31. https://doi.org/10.33365/jdmsi.v1i1.798

Azareh, A., Rahmati, O., Rafiei-Sardooi, E., Sankey, J. B., Lee, S., Shahabi, H., & Ahmad, B. Bin. (2019). Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models. Science of the Total Environment, 655, 684–696. https://doi.org/10.1016/j.scitotenv.2018.11.235

Dyer, O. (2021). Covid-19: Omicron is causing more infections but fewer hospital admissions than delta, South African data show. British Medical Journal Publishing Group. https://doi.org/10.1136/bmj.n3104

Gunawan, I., & Fernando, Y. (2021). Sistem Pakar Diagnosa Penyakit Kulit Pada Kucing Menggunakan Metode Naive Bayes Berbasis Web. Jurnal Informatika Dan Rekayasa Perangkat Lunak, 2(2), 239–247. https://doi.org/10.33005/jifosi.v2i2.347

Imannudin, I. I., Gunawan, M. E., Gunawan, D. G., Febrianty, H. F., Anjani, A. A., & Munawaroh, M. M. (2021). Penerapan Metode Forward Chaining Untuk Mendeteksi Perbedaan Print Digital Dan Sablon. Journal of Artificial Intelligence and Innovative Applications (JOAIIA), 2(3), 180–184.

Lay, H., Gorda, A. A. N. E. S., & Gorda, A. A. N. O. S. (2022). Edukasi Penerapan Protokol Kesehatan Covid 19 Varian Terbaru Omicron Kepada Masyarakat Desa Renon. Parta: Jurnal Pengabdian Kepada Masyarakat, 3(1), 45–51. https://doi.org/10.38043/parta.v3i1.3673

Moore, J. W., & Quintero, L. M. (2019). Comparing forward and backward chaining in teaching Olympic weightlifting. Journal of Applied Behavior Analysis, 52(1), 50–59. https://doi.org/10.1002/jaba.517

Pawan, E., Thamrin, R. M. H., Widodo, W., Bei, S. H. Y. B. S. H. Y., & Luanmasa, J. J. (2022). Implementation of Forward Chaining Method in Expert System to Detect Diseases in Corn Plants in Muara Tami District. International Journal of Computer and Information System (IJCIS), 3(1), 27–33. https://doi.org/10.29040/ijcis.v3i1.59

Pratama, A. G., Yunita, A. M., & Wardah, N. N. (2020). Implementasi Metode Backward Chaining untuk Diagnosa Kerusakan Motor Matic Injection. Explore: Jurnal Sistem Informasi Dan Telematika (Telekomunikasi, Multimedia Dan Informatika), 11(2), 91–96. https://doi.org/10.36448/jsit.v11i2.1515

Prihadi, D., Irawan, B. E. I. H., & Simarangkir, M. S. H. (2022). Identifikasi Diagnosa Kategori Covid Varian Omicron dengan Flu Biasa dan Faringitis menggunakan Metode Certainty Factor. MIND (Multimedia Artificial Intelligent Networking Database) Journal, 7(1), 87–97. https://doi.org/10.26760/mindjournal.v7i1.87-97

Putra, H. W. (2019). Sistem Pakar Diagnosis Penyakit Ginjal Dengan Metoda Forward Chaining. Jurnal Sains Dan Informatika: Research of Science and Informatic, 5(1), 7–12. https://doi.org/10.22216/jsi.v5i1.4081

Putri, R. E. (2020). Sistem pakar untuk mendeteksi gangguan pencernaan dengan metode backward chaining. J. Teknovasi, 7(01), 8–17. https://doi.org/10.55445/jt.v7i01.10

Ramadhan, P. S., Kom, M., Pane, U. F. S., & Kom, M. (2018). Mengenal Metode Sistem Pakar. Uwais Inspirasi Indonesia.

Ramadhani, T. F., Fitri, I., & Handayani, E. T. E. (2020). Sistem pakar diagnosa penyakit ISPA berbasis web dengan metode forward chaining. JOINTECS (Journal of Information Technology and Computer Science), 5(2), 81–90. https://doi.org/10.31328/jointecs.v5i2.1243

Rofiqoh, S., Kurniadi, D., & Riansyah, A. (2020). Sistem Pakar Menggunakan Metode Forward Chaining untuk Diagnosa Penyakit Tanaman Karet. Sultan Agung Fundamental Research Journal, 1(1), 54–60.

Setyaputri, K. E., Fadlil, A., & Sunardi, S. (2018). Analisis Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit THT. Jurnal Teknik Elektro, 10(1), 30–35. https://doi.org/10.15294/jte.v10i1.14031

Silpiah, A., Arisandi, D., & Yulianti, W. (2021). Perancangan Sistem Pakar dalam Mendiagnosa Penyakit Skizofrenia dengan Metode Dempster-Shafer. Explorer, 1(1), 14–20.

Soeroso, R. M., & Sulistiadi, W. (2022). Strategi Rumah Sakit di Indonesia dalam Mengatasi Kenaikan Kasus COVID-19 Varian Omicron: Literature Review. Media Publikasi Promosi Kesehatan Indonesia (MPPKI), 5(4), 352–358. https://doi.org/10.56338/mppki.v5i4.2137

Sukma, I., & Petrus, M. (2020). Sistem Pakar Penyakit Kucing Menggunakan Metode Forward Chaining Berbasis Web. Simtek: Jurnal Sistem Informasi Dan Teknik Komputer, 5(1), 52–58. https://doi.org/10.51876/simtek.v5i1.73

Wulansari, R. E., Sakti, R. H., Ambiyar, A., Giatman, M., Syah, N., & Wakhinuddin, W. (2022). Expert System For Career Early Determination Based On Howard Gardner’s Multiple Intelligence. Journal of Applied Engineering and Technological Science (JAETS), 3(2), 67–76.

Yolanda, Y., Suryani, U., Ausrianti, R., Yazia, V., & Adia, N. G. (2022). Terapi Hipnotis Lima Jari Upaya Mengelola Kecemasan di Masa Pandemi Varian Omicron. Jurnal Abdimas Saintika, 4(1), 51–55.




DOI: https://doi.org/10.29408/edumatic.v6i2.6316

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