Forward Chaining Method in a Web-Based Bipolar Disorder Expert System
Submitted : 2023-06-26, Published : 2023-11-30.
Abstract
Bipolar disorder is a psychiatric disorder. At Argodadi Pinilih Disability Secretariat, Sedayu District, Yogyakarta Region, around 60% of people with disabilities are affected by psychiatric disorders and one of them is bipolar, one of them is depression, and suicide if initial treatment is not given to the sufferer. In addition, the cost of doing consultation with the medical specialist is not cheap.
An expert system is an artificial intelligence system that is useful for diagnosing an error and as a decision-maker with the knowledge rules applied by an intelligent system that can solve problems like an expert. In making an expert system, the forward chaining method is used which aims to be able to diagnose bipolar disorder with accurate results and its utilization can be used by experts and laypeople to make an initial diagnosis of bipolar disorder.
The results of this study are in the form of an expert system program that is used to diagnose bipolar disorder which can provide information related to the disease and can provide information on initial treatment of the disease. The information obtained by the consultant from the expert system is in the form of a percentage.
Keywords
References
DS Nurjanah et al., “The experiences of people with bipolar in the Indonesian bipolar care community,” vol. 9, no. 1, pp. 205–212, 2021.
J. Wirasugianto, CBJ Lesmana, LNA Aryani, and AAS Wahyuni, "Characteristics of Bipolar Disorder Patients at Sanglah Central General Hospital Denpasar, Bali," J. Med. Udayana, vol. 10, no. 1, pp. 1–23, 2021.
A. Asri Chairiska, M. Zunaidi, and T. Syahputra, "Application of Certainty Factor for Diagnosing Bipolar Disorder in Adolescents STMIK Triguna Dharma ** Information Systems Study Program, STMIK Triguna Dharma ** Information Systems Study Program, STMIK Triguna Dharma,” J. CyberTech , vol. x. No. x, no. x, 2020, [Online]. Available: https://ojs.trigunadharma.ac.id/.
Y. Yuliana and N. Noviyanti, "An Expert System for Diagnosing Mental Disorders Using the Web-Based Forward Chaining Method," J. Tek. inf. and Comput. , vol. 4, no. 2, p. 220, 2021, doi: 10.37600/tekinkom.v4i2.373.
BH Nuri and PT Prasetyaningrum, "Expert System for Diagnosing Viral Skin Diseases Using Bayes Theorem," J. Komput. and Informs. , vol. 9, no. 1, pp. 38–44, 2021, doi: 10.35508/jicon.v9i1.3170.
D. Febrianti and PT Prasetyaningrum, "SYSTEM OF EXPERT DIAGNOSIS OF PERSIAN CAT DISEASE USING BAYES THEOREM (Case Study: GratiaVet Care)," vol. 1, no. 1, 2023.
S. Setiyani and PT Prasetyaningrum, "Application of the Naive Bayes Classifier Method in Diagnostic Expert Systems for Gastric Diseases Naive Bayes Classifier Method Application in Expert System for Diagnosis of Stomach (Gastric) Diseases," J. Sist . inf. And Smart Business , vol. 14, no. 2, pp. 117–126, 2021.
C. Susanto and A. Bahtiar, "Implementation of the Expert System Certainty Factor Method for Diagnosing Android-Based Mental Disorders at the Abadi Farma Clinic," vol. 15, no. 1, 2023.
H. Mardikaningtiyas and S. Andryana, "Comparison of the Dempster-Shafer Method and Certainty Factor for Diagnosing Website-Based Types of Bipolar Disorder," J. Media Inform. Budidarma , vol. 6, no. 2, p. 811, 2022, doi: 10.30865/mib.v6i2.3596.
A. Regards, "Schizophrenia Diagnostic Expert System With Forward Chaining and Bayesian Network," JOINS (Journal Inf. Syst. , vol. 6, no. 1, pp. 72–82, 2021, doi: 10.33633/joins .v6i1.4371.
D. Krisnanda, "Implementation of an Expert System for Diagnosing Child Depression in Online Learning with the Forward Chaining Method," Semin. Nas. Technol. inf. and Commun. , pp. 579–587, 2021.
F. Nuraeni, N. Suciyono, SR Dilla, and T. Informatics, "EXPERIENCE SYSTEM APPLICATION TO DIAGNOSE BIPOLAR DISORDER MENTAL DISORDER USING THE FORWARD CHAINING METHOD STMIK Tasikmalaya Jalan RE Martadinata No 272A Tasikmalaya," Semin . Nas. Telecommune. and Informs. , no. Selesik, pp. 276–281, 2018.
TF Ramadhani, I. Fitri, and ETE Handayani, "Web-Based ISPA Disease Diagnostic System Using Forward Chaining Method," JOINTECS (Journal Inf. Technol. Comput. Sci. , vol. 5, no. 2, p. 81, 2020, doi: 10.31328/jointecs.v5i2.1243.
R. Mike Permata Sari, "Expert System for Diagnosing Osteoporosis in the Elderly Using the Web-Based Forward Chaining Method," J. Ilm. inform. , vol. 01, pp. 1–7, 2019.
M. Sari, S. Defit, and GW Nurcahyo, "Expert System for Disease Detection in Children Using the Forward Chaining Method," J. Inf System. and Technol. , 2020, doi: 10.37034/jsisfotek.v2i4.114.
N. Fathonah, “FINAL PROJECT JOURNAL OF INTERACTIVE MULTIMEDIA DESIGN IN THE FORM OF E-BOOK REGARDING BIPOLAR DISORDER (BIPOLAR DISORDER) WORK OF DESIGN BY Neni Fathonah STUDY PROGRAM OF VISUAL COMMUNICATION DESIGN,” CONTENTS J. , pp. 1–15, 2016.
R. Rachman, "The Application of an Expert System for the Diagnosis of Autism Using the Forward Chaining Method," J. Inform. , vol. 6, no. 2, pp. 218–225, 2019, doi: 10.31311/ji.v6i2.5522.
I. Sumadikarta and AA Nugroho, "Design of Location-Based Service Application for Android-Based Health BPJS," J. Satya Inform. , vol. 2, no. 2, pp. 33–43, 2017.
Article Metrics
Abstract view: 159 times
Download : 105 times
Download : 27 times
This work is licensed under a Creative Commons Attribution 4.0 International License.
Refbacks
- There are currently no refbacks.