Design And Construction Of An Expert System For Early Detection of Mental Illness in COVID-19 Patients And Handling Using Certainty Factor Method

Mohammad Iqbal; Nurfitria Khoirunnisa

doi:10.36378/jtos.v4i2.1785

Mohammad Iqbal
Nurfitria Khoirunnisa

DOI: https://doi.org/10.36378/jtos.v4i2.1785

Keywords: Covid-19, Mental Illnes, Expert System, Certainty Vector, Early Detection

Abstract

Covid-19 is a new type of virus that can be transmitted to humans. This virus spreads very quickly and has spread to almost all countries. In the midst of Covid-19 outbreak, social phenomenon emerged that has the potential to exacerbate the situation, it is negative social stigma against a person or group of people who experience symptoms or have COVID-19 disease. They are labeled, stereotyped, discriminated against, and treated differently because they are associated with Covid-19 disease. This pandemic puts pressure on the emergence of mental illnesses such as fatigue, stress, fear, sadness, loneliness, schizophrenia, anxiety, depression, or post-traumatic stress disorder (PTSD) and its probability of dying from Covid 19 is almost 3 times higher than those who do not have mental illness. Therefore, an expert system is needed to detect mental disorders in Covid-19 patients early as prevention. This system works as psychologist experts detect Covid-19 patients through the people closest to the patient. By observing the conditions and symptoms arose in the patient's psychological condition, the user will fill the data in the system to find out the level of disturbance experienced by the patient in real time. Then, the system will provide solutions, diagnosis results and appropriate treatment methods for patients so that symptoms of mental disorders can be detected and prevented early on without direct contact between patients and experts

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References

[1] d. M. D. C. Pane, “Virus Corona,” alodokter.com, 2021. https://www.alodokter.com/virus-corona (accessed Feb. 07, 2021).
[2] Honestdoc.id, “Ciri-Ciri dan Gejala Gangguan Kecemasan (Ansietas),” honestdocs.id, 2019. https://www.honestdocs.id/gejala-gangguan-kecemasan (accessed Feb. 07, 2021).
[3] A. A. and D. A. of America, “Generalized Anxiety Disorder (GAD),” adaa, 2021. https://adaa.org/understanding-anxiety/generalized-anxiety-disorder-gad (accessed May 18, 2021).
[4] A. Sajidah, “Dampak Stigma pada Kesehatan Mental di Tengah Pandemi Covid-19,” kompasiana, 2020. https://www.kompasiana.com/amirahsajidah/5ebb8079d541df4120325922/dampak-stigma-pada-kesehatan-mental-ditengah-pandemi-covid-19 (accessed Feb. 07, 2021).
[5] Y. Rahmawati, “Studi Oxford: 1 dari 8 Pasien Covid-19 Sembuh Alami Masalah Kejiwaan,” suara.com, 2021. https://www.suara.com/health/2021/02/01/121956/studi-oxford-1-dari-8-pasien-covid-19-sembuh-alami-masalah-kejiwaan (accessed Feb. 07, 2021).
[6] Healthline, “What Do You Want to Know about Schizophrenia,” healthline.com, 2021. https://www.healthline.com/health/schizophrenia (accessed May 18, 2021).
[7] ADAA, “Post Traumatic Stress Disorder (PTSD),” adaa.com, 2021. https://adaa.org/understanding-anxiety/posttraumatic-stress-disorder-ptsd (accessed May 08, 2021).
[8] B. K. Dewi, “Skizofrenia Tingkatkan Risiko Kematian Hampir Tiga Kali Lipat pada Pasien Covid-19,” msn.com, 2021. https://www.msn.com/id-id/berita/other/skizofrenia-tingkatkan-risiko-kematian-hampir-tiga-kali-lipat-pada-pasien-covid-19/ar-BB1dnEuS (accessed Feb. 07, 2021).
[9] U. Rahayu, “Kasus Pasien COVID-19 Bunuh Diri dan Kesehatan Mental Selama Pandemi,” hellosehat.com, 2020. https://hellosehat.com/infeksi/covid19/bunuh-diri-pasien-covid-19/ (accessed Feb. 07, 2021).
[10] PPNI, “Pengertian Pasien,” tintahmerah.wordpress.com, 2015. https://tintahmerah.wordpress.com/2015/06/23/pengertian-pasien/ (accessed Feb. 09, 2021).
[11] M. Iqbal and S. Rahayu, “Rancang Bangun Sistem Informasi Manajemen Job Placement Center Politeknik Negeri Subang,” J. Ilm. Ilmu dan Teknol. Rekayasa, vol. 1, no. 2, pp. 97–103, 2020, doi: 10.31962/jiitr.v1i2.28.
[12] R. C. Noor Santi, “Perancangan Interaksi Pengguna (User Interaction Design) Menggunakan Metode Prototyping,” J. Tek. Inform., vol. 9, no. 2, pp. 108–113, 2018, doi: 10.15408/jti.v9i2.5599.
[13] I. Permata, “Pengertian Rancang Bangun Dan Konsep Sistem Informasi,” indahpermata6.blogspot.com, 2013. https://indahpermata6.blogspot.com/2013/06/pengertian-rancang-bangun-dan-konsep.html (accessed Feb. 08, 2021).
[14] A. A. Pradipta, Y. A. Prasetyo, and N. Ambarsari, “Pengembangan E-Commerce Bojana Sari Menggunakan Metode Prototype,” e-Proceeding Eng., p. 1043, 2015.
[15] I. Sommerville, Software Engineering (Rekayasa Perangkat Lunak). Jakarta, 2011.
[16] A. Bella, “Sistem Pakar,” pakdosen.co.id, 2020. https://pakdosen.co.id/sistem-pakar/ (accessed Feb. 08, 2021).
[17] D. J. Febrian, A., Yuni, E. & Fitriana, Pemanfaatan Metode Certainty Factor dalam Sistem. 2018.
[18] T. S. Sambani, E. B., Yoga, A. H. & Nova, Sistem Pakar Diagnosis Penyakit Gangguan Mental Pada Anak Menggunakan Metode Certainty Factor dan Forward Chaining Berbasis Web. Informatika. Informatika, 2020.
[19] Psychologimania, “Pengertian Deteksi Dini,” psychologymania.com, 2008. https://www.psychologymania.com/2013/04/pengertian-deteksi-dini.html (accessed Feb. 09, 2021).
[20] T. S. Edi, S. B., Yoga, A. H. & Nova, Sistem Pakar Diagnosis Penyakit Gangguan Mental Pada Anak Menggunakan Metode Certainty Factor dan Forward Chaining Berbasis Web. 2020.
[21] E. & V. Sutojo, Dalam: Kecerdasan buatan. Yogyakarta, 2010.
[22] M. Clinic, “Depression (major depressive disorder),” mayoclinic.org, 2021. https://www.mayoclinic.org/diseases-conditions/depression/symptoms-causes/syc-20356007 (accessed May 18, 2021).
[23] M. Iqbal, S. Rahayu, and T. H. A, “Pengaruh Media Pembelajaran Berbasis Web Terhadap Minat Belajar Siswa Pada Level Smp the Influence of Web-Based Learning Media and Education Game Comparison and Scale on Students ’ Levels in Junior High School,” vol. 4, pp. 1–9, 2021, doi: 10.31962/jiitr.v4i1.100.