Application of the Certainty Factor Method in the Dental Disease Expert System using the Addie Model

Authors

  • Andre Gunawan Universitas Putra Indonesia YPTK Padang

DOI:

https://doi.org/10.35134/jcsitech.v8i4.55

Keywords:

Expert System, Certainty Factor, Model Analysis Design Develop Implement Evaluate, Combination, Teeth

Abstract

Health is one of the basic human needs of many people who pay little attention to health, especially in dental and oral health because dental and oral diseases can attack anyone and at any time. Therefore, the need for fast and precise information from a dentist is needed according to the symptoms of the disease experienced by the patient. There are many factors that make it rare for someone to do an examination and consult a dentist, including a lack of attention or awareness of dental and oral health, the high costs that must be spent for consultations, long queues that make patients uncomfortable waiting. The existence of information system technology is very influential on the progress of the Assalam Dental Clinic. Using the Expert System Certainty Factor Method and the ADDIE model helps doctors recognize the types of dental disease experienced by patients online. The Certainty Factor method is a method for proving whether a fact is certain or uncertain in the form of a metric which is usually used in expert systems. While the Analysis Design Develop Implement Evaluate (ADDIE) model is one of the systematic learning design models, this model is developed or arranged programmatically. The results of the research based on the calculations that have been carried out by means of a combination get the results of dental disease diagnoses with a high percentage level.

References

MH Rifqo, DA Prabowo, and M. Haura, "Comparison of Certainty Factor and Dempster-Shafer Methods in Dental and Oral Disease Diagnostic Expert Systems," J. Inform. Upgris, vol. 5, no. 2, p. 150–156, Dec 2019, : https://doi.org/10.26877/jiu.v5i2.4225

LF Putri, "Designing an Expert System Application for Roseola Disease Using the Certainty Factor Method," J. Sist. computer. and Inform., vol. 1, no. 2, p. 107, Jan 2020, : https://doi.org/10.30865/json.v1i2.1956

R. Noviani and S. Sulindawaty, "Expert System for Diagnosing Malnutrition in Toddlers Using Bayes Theorem," J. Nas. Computing and Technology. Inf., vol. 3, no. 2, p. 163–169, 2020, https://doi.org/10.32672/jnkti.v3i2.2383

Setiyanto, R., Nurmaesah, N., & Rahayu, NSA (2019). Inventory Information System Design Case Study at Vahncollections. Global Sisfotek Journal, 9(1). http://dx.doi.org/10.38101/sisfotek.v9i1.267

Sastypratiwi, H., & Nyoto, RD (2020). Data Analysis of Expert System Articles Using the Systematic Review Method. Journal of Informatics Education and Research (JEPIN), 6(2), 250. https://doi.org/10.26418/jp.v6i2.40914

Y. Yuliyana and ASRM Sinaga, "Expert System for Diagnosing Dental Diseases Using the Naive Bayes Method," Fountain Informatics J., vol. 4, no. 1, p. 19, 2019, : https://doi.org/10.21111/fij.v4i1.3019

H. Fahmi and RR Girsang, "Expert System Diagnosing Cataract Eye Disease Using Web-Based Certainty Factor Method," Matics, vol. 11, no. 1, p. 27, 2019, https://doi.org/10.18860/mat.v11i1.7673

S. Alim, PP Lestari, and R. Rusliyawati, "Expert System for Diagnosing Cacao Plant Diseases Using the Certainty Factor Method in Farmer Groups of Pt Olam Indonesia (Cocoa) Lampung Branch," J. Data Min. and Sist. Inf., vol. 1, no. 1, p. 26, 2020, https://doi.org/10.33365/jdmsi.v1i1.798

Kurnia, TD, Lati, C., Fauziah, H., & Trihanton, A. (2019, October). Addie's model for the development of teaching materials based on pageflip 3d assisted problem solving abilities. In Proceedings of the National Seminar on Mathematics Education (SNPM) (Vol. 1, No. 1, pp. 516-525).

Hasan, P., Sholeha, EW, Ttik, YN, & Kusrini, K. (2019). Cholesterol and Uric Acid Diagnostic Expert System

Using the Certainty Factor Method. Sysphotenics, 9(1), 47. https://doi.org/10.30700/jst.v9i1.448

Setyohadi, DPS, Octavia, RA, & Puspitasari, TD (2018). An Expert System for Diagnosis of Broiler Diseases Using Certainty Factor. Journal of Physics: Conference Series, 953(1), 0–5. https://doi.org/10.1088/1742-6596/953/1/012118

Findawati, Y., & Afrina, AI (2018). Expert System Diagnose Disease Dermatitis Using Web Based Certainty Factor. IOP Conference Series: Materials Science and Engineering, 403(1). https://doi.org/10.1088/1757-899X/403/1/012068

Sucipto, A., Fernando, Y., Borman, RI, & Mahmuda, N. (2019). Application of the Certainty Factor Method in the Diagnosis of Spinal Nerve Diseases. FIFO Scientific Journal, 10(2), 18. https://doi.org/10.22441/fifo.2018.v10i2.002

Yulianti, WY, Trisnawati, L., & Manullang, T. (2019). Expert System with the Certainty Factor Method in Determining the Learning Styles of Teenagers. Digital Zone: Journal of Information and Communication Technology, 10(2), 120–130. https://doi.org/10.31849/digitalzone.v10i2.2781

R. Puspasari, "Development of Textbook Compilation of Graph Theory with the Addie Model," J. Medives J. Math. educ. IKIP Veteran Semarang, vol. 3, no. 1, p. 137, 2019, doi: https://doi.org/10.31331/medivesveteran.v3i1.702

W. Walhidayat and R. Nanda, "Expert System for Diagnosing Dental Diseases Using the Forward Chaining Method (Case Study: Dental Clinic Drg. Tetra Asmira Teluk Kuantan)," JURTEKSI (Journal of Technology and Information Systems), vol. 5, no. 2, p. 147–152, 2019, : https://doi.org/10.33330/jurteksi.v5i2.344

Downloads

Published

2022-10-31

How to Cite

Gunawan, A. (2022). Application of the Certainty Factor Method in the Dental Disease Expert System using the Addie Model. Journal of Computer Scine and Information Technology, 8(4), 148–152. https://doi.org/10.35134/jcsitech.v8i4.55