Expert System for Monitoring Elderly Health Using the Certainty Factor Method
DOI:
10.33395/sinkron.v5i1.10653Keywords:
Expert System, Certainty Factor, Health Monitoring, ElderlyAbstract
A person who is in the elderly phase will experience various decreases, ranging from decreased memory or senility, hormone production, skin elasticity, muscle mass, bone density, strength and function of body organs, and the immune system. As a result, it is difficult for the elderly or the elderly to fight against various kinds of disease-causing bacteria or viruses, comorbidities, and adaptation to the social environment. Due to the complexity of this health problem, improvements can not only be made in the aspect of health services but also improvements in the environment and engineering of population factors or hereditary factors, but it is necessary to pay attention to behavioral factors that have a considerable contribution to the emergence of health problems. This research uses the certainty factor (CF) method which can provide a measure of belief in a symptom as a measure of how much the value is in the later diagnosis. The purpose of making this expert system is so that patients, patient families, and medical teams can monitor the health of the elderly daily. The results of this study indicate that using the CF method has an accuracy rate of 91 percent for the prediction of patients who have cholesterol
Downloads
References
Fatimah, D. D. S., & Alfiah, L. N. (2015). Perancangan Sistem Pakar Penyakit Pada Orang Lanjut Usia. Jurnal Algoritma, 14(2), 513–522. https://doi.org/10.33364/algoritma/v.14-2.513
Gingras, G. (2020). Toward a Non-intrusive , Affordable Platform for Elderly Assistance and Health Monitoring. 699–704. https://doi.org/10.1109/Compsac48688.2020.0-178
Guizani, K., & Guizani, S. (2020). IoT Healthcare Monitoring Systems Overview for Elderly Population. 2020 International Wireless Communications and Mobile Computing, IWCMC 2020, 2005–2009. https://doi.org/10.1109/IWCMC48107.2020.9148446
Kim, J. H. (2018). Social Science & Medicine Productive aging of Korean older people based on time use. Social Science & Medicine, April, 0–1. https://doi.org/10.1016/j.socscimed.2018.04.020
Laksono, G. D., Syaifidin, Y. W., & Astiningrum, M. (2015). Pengembangan Sistem Pakar Untuk Mendiagnosa Infeksi Saluran Pernafasan Akut (ISPA) Menggunakan Metode Certainty factor. Seminar Informatika.
Marlinda, L. (2020). A Selection Of ICT Based Social Media With Elderly Rural Women Using Profile Matching Methods. 29(7), 2856–2863.
Nikou, S., Agahari, W., Keijzer-Broers, W., & de Reuver, M. (2020). Digital healthcare technology adoption by elderly people: A capability approach model. Telematics and Informatics, 53(September), 101315. https://doi.org/10.1016/j.tele.2019.101315
Padikkapparambil, J., Ncube, C., Singh, K. K., & Singh, A. (2020). Internet of Things technologies for elderly health-care applications. In Emergence of Pharmaceutical Industry Growth with Industrial IoT Approach. Elsevier Inc. https://doi.org/10.1016/b978-0-12-819593-2.00008-x
Piškur, B., Daniëls, R., Marian, J., Ketelaar, M., Smeets, R. J. E. M., Norton, M., & Beurskens, A. J. H. M. (2014). Participation and social participation : are they distinct concepts ? https://doi.org/10.1177/0269215513499029
Pramody, R. (2019). Penerapan Metode Forward Chaining Pada Sistem Pakar Untuk Mendiagnosa Penyakit Degeneratif Pada Lansia Berbasis Web. JATI (Jurnal Mahasiswa Teknik Informatika), 3(1), 269–276.
Sari, M., & Realize, R. (2019). Sistem Pakar Mendiagnosa Penyakit Osteoporosis pada Lansia Menggunakan Metode Forward Chaining Berbasis Web. Jurnal Ilmiah Informatika, 7(01), 24–30.
Sidabutar, R. M. (2019). Sistem Pakar Mendiagnosa Penyakit Sistem Kardiovaskuler Pada Lansia Dengan Menggunakan Metode Case Based Reasoning. Jurnal Riset Komputer (JURIKOM), 6(1), 93–99.
Song, D., & Yu, D. S. F. (2019). Effects of a moderate-intensity aerobic exercise programme on the cognitive function and quality of life of community-dwelling elderly people with mild cognitive impairment: A randomised controlled trial. International Journal of Nursing Studies, 93, 97–105. https://doi.org/10.1016/j.ijnurstu.2019.02.019
Tinggi, S., & Amanat, T. (n.d.). 1. Valentine Ibrahim, “Pendampingan Pastoral Bagi Kaum Lanjut Usia Dalam Menghadapi Kematian” (M.Div, Sekolah Tinggi Teologi Amanat Agung, 2018), 4. 1. 1–11.
Ushuluddin, F., & Samarinda, I. (2020). Faktor-Faktor Penunjang Kebahagiaan A . Pendahuluan Manusia Pada Hakikatnya Akan Mengalami Proses Penuaan Atau Menjadi Tua . Penuaan Adalah Sebuah proses dimana seorang individu mengalami penurunan kemampuan pada setiap jaringan dalam tubuh . Individu yan. 1, 23–32.
Widodo, S., Utami, Y. T., & Rosita, R. (2020). Application of Diet Program Monitoring Using Intelligent System. 8(2), 16–23.
Yoon, H., Jang, Y., Vaughan, P. W., & Garcia, M. (2018). Older Adults ’ Internet Use for Health Information : Digital Divide by Race / Ethnicity and Socioeconomic Status. https://doi.org/10.1177/0733464818770772
Yuhandri, Y. (2018). Diagnosa Penyakit Osteoporosis Menggunakan Metode Certainty Factor. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 2(1), 422–429. https://doi.org/10.29207/resti.v2i1.349