A Proposed Model Expert System for Disease Diagnosis in Children to Make Decisions in First Aid

  • Henderi Henderi Universitas Raharja https://orcid.org/0000-0002-9354-4992
  • Fahmie Al Khudhorie Universitas Raharja
  • Giandari Maulani Universitas Raharja
  • Shofiyul Millah Universitas Raharja
  • Viola Tashya Devana Universitas Raharja
https://doi.org/10.29407/intensif.v6i2.16912
Abstract views: 594 , PDF downloads: 653
Keywords: expert system, forward chaining, children, diagnosis of disease

Abstract

Children have a weaker immune system than adults. They are susceptible to disease. Therefore, this study proposes an expert system model of disease diagnosis in children. We develop expert strategies to meet the needs of alternative diagnostic tools in making decisions and first aid for children suffering from illness. The development of an expert system model for diagnosing children's diseases using forwarding chaining based on If-Then as an inference engine. We chose the forward chaining method because it has a framework for thinking like a doctor's when diagnosing and concluding the disease. We made testing to model by doctors with 35 patients. The test results show that the expert systems model of disease diagnosis in children in this research has to be used as an alternative or comparison diagnostic tool with an accuracy rate of 79%.

Downloads

Download data is not yet available.

References

M. K. Anam, M. I. Mahendra, W. Agustin, R. Rahmaddeni, and N. Nurjayadi, "Framework for Analyzing Netizen Opinions on BPJS Using Sentiment Analysis and Social Network Analysis (SNA)," INTENSIF J. Ilm. Penelit. dan Penerapan Teknol. Sist. Inf., vol. 6, no. 1, pp. 11–28, 2022.

M. J. Tobin (2004), "Asthma, Airway Biology, and Nasal Disorders in AJRCCM 2003," Am. J. Respir. Crit. Care Med., vol. 169, no. 2, pp. 265–276.

T. Sharma, N. Tiwari, and D. Kelkar (2012), "Study of Difference Between Forward and Backward Reasoning," Int. J. Emerg. Technol. Adv. Eng. Website www.ijetae.com, vol. 2, no. 10, pp. 271–273.

A. Zamsuri, W. Syafitri, and M. Sadar (2017), "Web Based Cattle Disease Expert Sistem Diagnosis with forward Chaining Method," IOP Conf. Ser. Earth Environ. Sci., vol. 97, no. 1.

B. H. Hayadi et al(2017), "Expert sistem of quail disease diagnosis using forward chaining method," Indones. J. Electr. Eng. Comput. Sci., vol. 5, no. 1, pp. 207–214.

Sarosa, S., & Setyowati, A. R. (2022). Trust and Perceived Risks in High School Students' Online Learning Behaviour During Covid19 Pandemic. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 6(1), 66-80.

M. M. Yusof, R. A. Aziz, and C. S. Fei (2013), "The Development of Online Children Skin Diseases Diagnosis Sistem," Int. J. Inf. Educ. Technol., vol. 3, no. 2, pp. 231–234.

Djamaludin, Haryanto, and Y. K. Hasim (2018), "Expert Sistem of Dental and Diagnosis Diseases Using Forward Chaining Method," Int. Semin. Educ. Dev. Asia, pp. 37–42.

S. S. A. Naser and M. M. Al-hanjori (2016), "An expert sistem for men genital problems diagnosis and treatment," Int. J. Med. Res., vol. 1, no. 2, pp. 83–86.

R. M. Colomb and C. Y. C. Chung (1990), "Very Fast Decision Table Execution of Propositional Expert Sistems," pp. 671–676.

F. Masya, H. Prastiawan, and S. Mubaroq (2016), "Application Design to Diagnosis of Bone Fracture (Traditional) using Forward Chaining Methods," Int. Res. J. Comput. Sci., vol. 3, no. 09, pp. 23–30.

Hasanah, S. H., & Julianti, E. (2022). Analysis of CART and Random Forest on Statistics Student Status at Universitas Terbuka. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 6(1), 56-65.

Herawan, A., Rachim, E., & Sutjipto, S. S. U. (2022). Design of LAPAN-A2 Satellite Telemetry Data Information System Using SDLC. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 6(1), 43-55.

H. Nurdiyanto and P. H. Kuncoro (2016), "Expert Sistem for Measuring the Sugar-Content in Sugarcane Using Forward Chaining Method," 4th Asian Acad. Soc. Int. Conf., pp. 527–533.

Sulaiman, M. M., & Sahlan, S. (2022). Implementation of Dijkstra's Algorithm to Find a School Shortest Distance Based on The Zoning System in South Tangerang. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 6(1), 1-10.

J. R. Slagle and M. R. Wick (1988), "A Method for Evaluating Candidate Gathering Candidate Applications," vol. 9, no. 4, pp. 44–53.

Fauziah, Z., Latifah, H., Omar, X., Khoirunisa, A., & Millah, S. (2020). Application of Blockchain Technology in Smart Contracts: A Systematic Literature Review. Aptisi Transactions on Technopreneurship (ATT), 2(2), 160-166.

Henderi Henderi, Indri Handayani, and Meta Amalia Dewi (2012),"Business Intelligence Development Model Using Star Schema Methodology," Creative Communication and Innovative Technology Journal, 5 (3), pp. 233-250.

Henderi, Hartati Sri, and Suharto (2017),"Improving the density cluster performance of K-means clustering by using log function," International Journal of Latest Engineering and Management Research (IJLEMR), Volume 02, Issue 11, pp. 53-60.

Lee, H. S., Rho, J. G., Kum, C. D., Lim, J. S., & Hwang, J. S. (2021). Low Bone Mineral Density at Initial Diagnosis in Children and Adolescents with Graves' Disease. Journal of Clinical Densitometry, 24(2), 275-280.

Sicherman, N., Charite, J., Eyal, G., Janecka, M., Loewenstein, G., Law, K., ... & Buxbaum, J. D. (2021). Clinical signs associated with earlier diagnosis of children with autism Spectrum disorder. BMC pediatrics, 21(1), 1-14.

Hamzah, N. F. A., Umat, C., Harithasan, D., & Goh, B. S. (2021). Challenges faced by parents when seeking diagnosis for children with sensorineural hearing loss. International journal of pediatric otorhinolaryngology, 143, 110656.

Santi, I. H., & Andari, B. (2019). Sistem Pakar Untuk Mengidentifikasi Jenis Kulit Wajah dengan Metode Certainty Factor. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 3(2), 159-177.

Harini, D. (2017). Optimasi Penugasan Menggunakan Metode Hungarian. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 1(2), 68-74.

Abda'u, P. D., Winarno, W. W., & Henderi, H. (2018). Evaluasi Penerapan SIMRS Menggunakan Metode HOT-Fit di RSUD dr. Soedirman Kebumen. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 2(1), 46-56

PlumX Metrics

Published
2022-08-13
How to Cite
[1]
H. Henderi, F. Al Khudhorie, G. Maulani, S. Millah, and V. T. Devana, “A Proposed Model Expert System for Disease Diagnosis in Children to Make Decisions in First Aid”, intensif, vol. 6, no. 2, pp. 139-149, Aug. 2022.
Issue
Vol. 6 No. 2 (2022): August 2022
Section
Article

Copyright (c) 2022 Henderi Henderi, Fahmie Al Khudhorie, Giandari Maulani, Shofiyul Millah, Viola Tashya Devana

Creative Commons License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Authors who publish with this journal agree to the following terms:
1. Copyright on any article is retained by the author(s).
2. The author grants the journal, right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work’s authorship and initial publication in this journal.
3. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal’s published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
4. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
5. The article and any associated published material is distributed under the Creative Commons Attribution-ShareAlike 4.0 International License