Knowledge-Based Systems Selection of Contraceptive Equipment for The Handling of Uncertainty
Achmad Siddik Fathoni(1*), Sri Hartati(2)
(1) Master Program in Computer Science, FMIPA UGM, Yogyakarta
(2) Department of Computer Science and Electronics, FMIPA UGM, Yogyakarta
(*) Corresponding Author
Abstract
Contraceptives is one of the products of the government program for controlling the population. The government has established the Department of Population Control and family planning and empowerment of women and child protection that specifically manages the dissemination and socialization of the apparatus. But to choose the appropriate contraceptives for himself The Community of people still feel trouble. Not only prospective of common people who feel difficulties, sometimes the KB officers also feel uncertain in giving advice of tool contraceptives. That is because, sometimes the condition of the user does not comply with the existing rules, the latest knowledge about the development of contraception has not been owned by the officer, thus resulting in uncertainty in the suggestion of selection of contraceptives. In this study proposed a knowledge-based system to assist the public in providing an overview of the type of contraceptive equipment suitable for theyself and can be used by the KB officers the as interactive media and in the handling of the uncertainty problem that mentioned before. Then for the handling of uncertatinty problems will use dempster shafer method. dempster shafer method is Chosen because this method can provide an estimate of the value of confidence against a result of the diagnosis, by conducting the calculation of the combination of the same symptoms will be obtained the highest confidence value, or the most dominant. In the testing process, there will be 40 cases compared to the results. This research aims to solve the uncertainty problems of the suggestion the selection of contraceptives tools. The results of this research can provide a consulting medium that is able to provide selection of contraceptives that solve the problem of uncertainty and confidence level of the system to the tool. The test showed an accuracy rate of 95%
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[1] Wahyuni, E. G., " Prototype Sistem Pakar untuk Mendeteksi Tingkat Resiko Penyakit Jantung Koroner dengan Metode Dempster Shafer (Studi Kasus: RS PKU Muhammadiyah Yogyakarta)", thesis, Jurusan Ilmu Komputer FMIPA UGM, 2013
[2] Aji, L. P., " Sistem Pakar Untuk Diagnosis Penyakit Mata Menggunakan Metode Dempster Shafer", thesis, Jurusan Ilmu Komputer FMIPA UGM, 2017
[3] Qulsum, R., Destiani, D., dan Cahyana, R, " Pengembangan Sistem Pakar Untuk Diagnosa Pemilihan Alat Kontrasepsi," Algoritma, vol. 11, no. 2, pp. 246-253, Juni, 2015.
[4] Yohano, " Sistem Pakar Pemilihan Alat Kontrasepsi Menggunakan Metode Forward Chaining Pada Badan Pemberdayaan Perempuan Dan Keluarga Berencana Kabupaten Cirebon", Jurnal DIGIT, vol. 5, no. 1, pp. 13-23, Mei, 2015.
[5] Sembiring, N. S dan Sinaga, M. D, " Penerapan Metode Dempster Shafer Untuk Mendiagnosa Penyakit Dari Akibat Bakteri Treponema Pallidium", CSRID Journal, vol. 9 , no. 3, pp. 180-189, Oktober, 2017.
[6] Malinda, G , Farmadi, A dan Muliadi, "Dempster Shafer's Role in The Expert System in Diagnosing Pet Skin Diseases", KLIK, vol.6, no.1, Februari, 2019.
[7] Alfatah, A. M, Arifuddin, R, dan Muslim, M. A, "Implementation of Decision Tree and Dempster Shafer on Expert System for Lung Disease Diagnosis", Scientific Journal of Informatics, vol.5, no.1, May, 2018
[8] Kusrini, "Sistem Pakar: Teori dan Aplikasi," Yogyakarta : Andi Offset, 2006.
[9] Trismayanti, D.P., "Sistem Pakar Untuk Diagnosis Penyakit Pada Jamur Dengan Menggunakan Metode VCIRS dan Dempster Shafer," thesis, Jurusan Ilmu Komputer FMIPA UGM, 2014.
[10] Girratano, J. dan Riley, G., "Expert Systems Principles and Programming", USA : PWSPublishing Company, 2005
[11] C. Simon and P. Weber, “Bayesian networks implementation of the Dempster Shafer theory to model reliability uncertainty,” Proc. - First Int. Conf. Availability, Reliab. Secur. ARES 2006, vol. 2006, pp. 788–793, 2006.
DOI: https://doi.org/10.22146/ijccs.58305
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