Sistem Pakar Untuk Mendiagnosa Penyakit Mata Menerapkan Metode Certainty Factor dan Forward Chaining

Authors

  • Marcelino Oktaviansyah Universitas Nasional, Jakarta
  • Rima Tamara Universitas Nasional, Jakarta
  • Iskandar Fitri Universitas Nasional, Jakarta

DOI:

https://doi.org/10.30865/mib.v6i1.3542

Keywords:

Application, Expert System, Diagnosis of Eye Disease, Website.

Abstract

Disorders of the eye become a disease that is often experienced. There is a new symptom model found, causing confusion that occurs. Diseases of the eye often attack humans, especially in the current era of digital technology, because they spend more time staring at cell phone or computer screens. So the application of this expert system is made to provide solutions for the community to diagnose the symptoms that are often experienced. In making this application, the forward chaining method and certainty factor are used in the application built and comparison with the combined forward chaining and naive Bayes method. The test is carried out by testing 40 data samples based on existing symptoms, carried out by the system and also manually to see the accuracy of the values given. The results given are that there is a fairly high level of certainty in the diagnosis of hypermetropia with a certainty value of 88.43% and the smallest certainty value in the diagnosis of presbyopia with a value of 61.702% of the total testing obtained a probability level of certainty ranging from 51%-79%.

References

N. Rubiati, J. S. Informsi, J. S. Informasi, F. Chaining, and P. Mata, “SISTEM PAKAR DIAGNOSA PENYAKIT MATA MENGUNAKAN METODE FORWARD CHAINING,†vol. 12, pp. 57–69, 2021.

Y. Syafitri, “Implementasi Metode Certainty Factor untuk Diagnosa Penyakit Ayam Broiler,†J. Teknol. dan Inform., vol. 1, no. 1, pp. 1–12, 2020.

S. Nurajizah and M. Saputra, “Sistem Pakar Berbasis Android Untuk Diagnosa Penyakit,†J. PILAR Nusa Mandiri, vol. 14, no. 1, pp. 7–14, 2018, [Online]. Available: https://tunasbangsa.ac.id/ejurnal/index.php/jsakti.

B. P. Putra, Y. Yunus, and Sumijan, “Sistem Pakar dalam Mendiagnosis Penyakit Mata dengan Menggunakan Metode Forward Chaining,†J. Inf. dan Teknol., vol. 3, pp. 128–133, 2021, doi: 10.37034/jidt.v3i3.122.

E. F. Wati, L. Hakim, and A. P. Sari, “Sistem Pakar Diagnosa Penyakit Mata Pada Manusia Dengan Metode Forward Chaining,†J. Inf. Syst. Applied, Manag. Account. Res., vol. 2, no. 4, 2018.

T. E. Suharningsih, I. G. P. S. Wijaya, and A. Y. Husodo, “Sistem Pakar Penyakit Mata Merah Berbasis Web Menggunakan Metode Decision Tree dengan Forward Chaining,†J. Teknol. Informasi, Komputer, dan Apl. (JTIKA ), vol. 1, no. 1, pp. 57–64, 2019, doi: 10.29303/jtika.v1i1.2.

E. Putra, B. Prayitno, Y. Asri, and A. Dahroni, “Sistem Pakar Untuk Mengidentifikasi Penyakit Mata Dengan Metode Certainty Factor,†Kilat, vol. 8, no. 1, pp. 17–25, 2019, doi: 10.33322/kilat.v8i1.367.

S. Rahmatullah, D. S. Purnia, and A. Suryanto, “Sistem Pakar Untuk Mendiagnosa Penyakit Mata Dengan Metode Forward Chaining,†J. Sentra Penelit. Eng. dan Edukasi, vol. 10, no. 2, pp. 1–7, 2018.

N. Sari, M. Nasution, and M. H. Munandar, “Sistem Pakar Diagnosa Penyakit Mata Manusia Menggunakan Metode Certainty Factor Berbasis Web,†J. Tek. Inform. UNIKA St. Thomas, vol. 06, pp. 171–177, 2021, doi: 10.54367/jtiust.v6i1.1275.

E. Melani et al., “Aplikasi Sistem Pakar Diagnosis Penyakit Mata Merah Berbasis Android,†pp. 139–143, 2021.

H. Fahmi, “Sistem Pakar Mendiagnosa Penyakit Mata KatarakDengan Metode Certainty Factor Berbasis Web,†Matics, vol. 11, no. 1, p. 27, 2019, doi: 10.18860/mat.v11i1.7673.

L. Marlinda, “SISTEM PAKAR DIAGNOSA PENYAKIT MATA MENGGUNAKAN METODE CERTAINY FACTOR JISAMAR ( Journal of Information System , Applied , Management , Accounting and Researh ) e-ISSN : 2598-8719 ( Online ) p-ISSN : 2598-8700 ( Printed ) JISAMAR ( Journal of Information ,†vol. 3, no. 4, pp. 28–36, 2019.

Y. Permana, I. G. P. S. Wijaya, and F. Bimantoro, “Sistem Pakar Diagnosa Penyakit Mata Menggunakan Metode Certainty Factor Berbasis Android,†J. Comput. Sci. Informatics Eng., vol. 1, no. 1, p. 1, 2018, doi: 10.29303/jcosine.v1i1.11.

F. Ramadhana, A. A. Nababan, and G. Mata, “Jurnal Sistem Informasi dan Teknologi Jaringan Sistem Pakar Diagnosa Penyakit Mata Pada Manusia Menggunakan Metode Certainty Factor,†vol. 2, pp. 36–40, 2021.

Sulistyowati and dan R. R. Nugroho, “Sistem Pakar untuk Mendiagnosis Penyakit Mata Berbasis Web dengan Menggunakan Metode Forward Chaining,†pp. 219–224, 2021.

D. Deslianti, “PENERAPAN METODE CERTAINTY FACTOR DALAM MENDIAGNOSA PENYAKIT PADA MATA MANUSIA,†vol. 3, pp. 456–465, 2020.

A. F. Adam, I. Fitri, and N. D. Nathasia, “Analisis Perbandingan Tiga Metode Untuk Mendiagnosa Penyakit Mata Pada Manusia,†vol. 8, no. 4, 2021.

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Published

2022-01-25

Issue

Vol. 6 No. 1 (2022): Januari 2022

Section

Articles

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