PEMANFAATAN SISTEM PAKAR LITERATUR REVIEW
DOI:
https://doi.org/10.23969/jp.v10i02.26661Keywords:
certainty factor, classification, Naïve Bayes, expert system, website.Abstract
The digital era has opened up new opportunities in the development and implementation of expert systems in the field of Information Technology (IT). An expert system is a computer-based system that uses specific knowledge and procedures to solve problems at a level comparable to an expert in a particular field. In the digital era, expert systems can utilize abundant data and information to make more accurate and efficient decisions. Technologies such as machine learning and artificial intelligence enable expert systems to learn and adapt to changing environments and conditions. However, challenges such as data security and user privacy are also concerns in the development of expert systems in the digital era. Therefore, it is important to consider these aspects in the design and implementation of expert systems in IT in the digital era. Based on these conditions, the study wants to explore what kind of method approach can be used to detect the use of expert systems. This study uses a survey approach to published papers published during 2020-2024. By conducting this study, we can find out the types of algorithms used for similar research topics. The most popular approach that is most popular according to this study is Classification using Naive Bayes and Certainty factor, and the most media platform is Website.Downloads
References
Aldo, D. (2020). Sistem Pakar Diagnosis Hama Dan Penyakit Bawang Merah Menggunakan Metode Dempster Shafer. Komputika : Jurnal Sistem Komputer, 9(2), 85–93. https://doi.org/10.34010/komputika.v9i2.2884
Alim, S., Lestari, P. P., & Rusliyawati, R. (2020). Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor Pada Kelompok Tani Pt Olam Indonesia (Cocoa) Cabang Lampung. Jurnal Data Mining Dan Sistem Informasi, 1(1), 26. https://doi.org/10.33365/jdmsi.v1i1.798
Aristoteles, A., Suarni, L., Sakethi, D., Andrian, R., Miswar, D., & Azhari, R. N. (2023). Rancang Bangun Sistem Pakar Proses Pembelajaran Keperawatan Berbasis Web. Jurnal Teknoinfo, 17(1), 1. https://doi.org/10.33365/jti.v17i1.2166
Borman, R. I., Napianto, R., Nurlandari, P., & Abidin, Z. (2020). Implementasi Certainty Factor Dalam Mengatasi Ketidakpastian Pada Sistem Pakar Diagnosa Penyakit Kuda Laut. JURTEKSI (Jurnal Teknologi Dan Sistem Informasi), 7(1), 1–8. https://doi.org/10.33330/jurteksi.v7i1.602
Cao, Y., Zhou, Z., Hu, C., He, W., & Tang, S. (2021). On the Interpretability of Belief Rule-Based Expert Systems. IEEE Transactions on Fuzzy Systems, 29(11), 3489–3503. https://doi.org/10.1109/TFUZZ.2020.3024024
Daely, H., & Utomo, D. P. (2020). Sistem Pakar Diagnosa Hepatomegali Menerapkan Metode Fuzzy Logic Sugeno. KOMIK (Konferensi Nasional Teknologi Informasi Dan Komputer), 4(1), 211–214. https://doi.org/10.30865/komik.v4i1.2682
Darmansah, Chairuddin, I., & Putra, To. N. (2021). 1033-Article Text-3278-1-10-20210914. Jurnal Teknik Informatika Dan Sistem Informasi , 8(3), 1200–1213.
Desi, P. (2019). Penerapan Metode Forward Chaining Untuk Sistem Pakar Diagnosis. Ejournal.Itn.Ac.Id, 3(1), 380–386.
Hutasuhut, M., Ginting, E. F., & Nofriansyah, D. (2022). Sistem Pakar Mendiagnosa Penyakit Osteochondroma Dengan Metode Certainty Factor. JURIKOM (Jurnal Riset Komputer), 9(5), 1401. https://doi.org/10.30865/jurikom.v9i5.4959
Kalua, A. L., Veronika H, & Salaki, D. T. (2022). Sistem Pakar Diagnosa Penyakit Malaria dengan Certainty Factor dan Forward Chaining. Journal of Information Technology, Software Engineering and Computer Science (ITSECS), 1(1), 22–34. https://doi.org/10.58602/itsecs.v1i1.10
Kolodziejczyk, J., Grzegorczyk-Dluciak, N., & Kuliga, E. (2022). Rule-based expert system supporting Individual Education-and-Therapeutic Program composition in SYSABA. Procedia Computer Science, 207(Kes), 4535–4544. https://doi.org/10.1016/j.procs.2022.09.517
Kumarahadi, Y. K., Arifin, M. Z., Pambudi, S., Prabowo, T., & Kusrini, K. (2020). Sistem Pakar Identifikasi Jenis Kulit Wajah Dengan Metode Certainty Factor. Jurnal Teknologi Informasi Dan Komunikasi (TIKomSiN), 8(1), 21–27. https://doi.org/10.30646/tikomsin.v8i1.453
Lin, C. T., Chen, W. Y., & Intasara, J. (2021). A Framework for Improving Fault Localization Effectiveness Based on Fuzzy Expert System. IEEE Access, 9(January 1977), 82577–82596. https://doi.org/10.1109/ACCESS.2021.3086878
Mahmud, T., Sikder, J., Salma, U., Naher, S. R., Fardoush, J., Sharmen, N., & Tripura, S. (2021). An optimal learning model for training expert system to detect uterine cancer. Procedia Computer Science, 184, 356–363. https://doi.org/10.1016/j.procs.2021.03.045
Marbun, E. T., Erwansyah, K., & Hutagalung, J. (2022). Sistem Pakar Mendiagnosa Penyakit Kolesterol Pada Remaja Menggunakan Metode Certainty Factor. Jurnal Sistem Informasi Triguna Dharma (JURSI TGD), 1(4), 549. https://doi.org/10.53513/jursi.v1i4.5686
Maulina, D., Wulanningsih, A. M., Komputer, F. I., & Yogyakarta, U. A. (2020). METODE CERTAINTY FACTOR DALAM PENERAPAN SISTEM PAKAR DIAGNOSA PENYAKIT ANAK Abstraksi Pendahuluan Tinjauan Pustaka Metode Penelitian. 1(2), 23–32.
Muhamasri, C. (2023). Sistem Pakar Untuk Diagnosa Awal Penyakit Lambung Dempster-Shafer Berbasis Web. Jurnal SANTI - Sistem Informasi Dan Teknik Informasi, 1(3), 9–13. https://doi.org/10.58794/santi.v1i3.332
Mulyono, H., Darman, R. A., & Ramadhan, G. (2020). Sistem Pakar Diagnosa Kerusakan Pada Laptop Menggunakan Metode Certainty Factor. JIPI (Jurnal Ilmiah Penelitian Dan Pembelajaran Informatika), 5(2), 98. https://doi.org/10.29100/jipi.v5i2.1708
Nasution, R. D. F., Hutagalung, J. E., & Kifti, W. M. (2022). Sistem Pakar Deteksi Awal Covid-19 Menggunakan Metode Certainty Factor. Building of Informatics, Technology and Science (BITS), 4(1), 60–68. https://doi.org/10.47065/bits.v4i1.1508
Nofriansyah, D., Gunawan, R., & Elfitriani, E. (2020). Sistem Pakar Untuk Mendiagnosa Penyakit Pertussis (Batuk Rejan) Dengan Menggunakan Metode Teorema Bayes. J-SISKO TECH (Jurnal Teknologi Sistem Informasi Dan Sistem Komputer TGD), 3(1), 41. https://doi.org/10.53513/jsk.v3i1.194
Nugroho, F. A., Solikin, A. F., Anggraini, M. D., & Kusrini, K. (2021). Sistem Pakar Diagnosa Virus Corona Dengan Metode Naïve Bayes. Jurnal Teknologi Informasi Dan Komunikasi (TIKomSiN), 9(1), 81. https://doi.org/10.30646/tikomsin.v9i1.553
Pratiwi, P. S. I., Rohman, Mg., & Sholihin, M. (2023). Sistem Pakar Penyakit Telinga Menggunakan Metode Naïve Bayes. Generation Journal, 7(2), 70–82. https://doi.org/10.29407/gj.v7i2.19991
Putra, R. S., & Yuhandri, Y. (2021). Sistem Pakar dalam Menganalisis Gangguan Jiwa Menggunakan Metode Certainty Factor. Jurnal Sistim Informasi Dan Teknologi, 3, 227–232. https://doi.org/10.37034/jsisfotek.v3i4.70
Putri, L. F. (2020). Perancangan Aplikasi Sistem Pakar Penyakit Roseola Dengan Menggunakan Metode Certainty Factor. Jurnal Sistem Komputer Dan Informatika (JSON), 1(2), 107. https://doi.org/10.30865/json.v1i2.1956
Rachman, R. (2020). Sistem Pakar Deteksi Penyakit Refraksi Mata Dengan Metode Teorema Bayes Berbasis Web. Jurnal Informatika, 7(1), 68–76. https://doi.org/10.31311/ji.v7i1.7267
Ramadhan, F. Z., Aditya, G., Nainggolan, P. D. Y., & Adhinata, F. D. (2021). Sistem Pakar Diagnosa Penyakit pada Hewan Kucing Berbasis Web. Jurnal Komtika (Komputasi Dan Informatika), 5(2), 122–131. https://doi.org/10.31603/komtika.v5i2.5301
Ramadhani, T. F., Fitri, I., & Handayani, E. T. E. (2020). Sistem Pakar Diagnosa Penyakit ISPA Berbasis Web Dengan Metode Forward Chaining. JOINTECS (Journal of Information Technology and Computer Science), 5(2), 81. https://doi.org/10.31328/jointecs.v5i2.1243
Ridho Handoko, M. (2021). Sistem Pakar Diagnosa Penyakit Selama Kehamilan Menggunakan Metode Naive Bayes Berbasis Web. Jurnal Teknologi Dan Sistem Informasi (JTSI), 2(1), 50–58.
Rizky, R., & Hakim, Z. (2020). Sistem Pakar Menentukan Penyakit Hipertensi Pada. Jurnal Sistem Informasi Dan Komputer, 9(1), 30–34.
Rofiqoh, S., Kurniadi, D., & Riansyah, A. (2019). Sistem Pakar Menggunakan Metode Forward Chaining Untuk Diagnosa Penyakit Tanaman Karet. Konferensi Ilmiah Mahasiswa Unissula (Kimu) 2, 390–395.
Rosana, A., Pasek, G., Wijaya, S., & Bimantoro, F. (2020). Sistem Pakar Diagnosa Penyakit Kulit pada Manusia dengan Metode Dempster Shafer (Expert System of Diagnosing Skin Disease of Human being using Dempster Shafer Method). J-Cosine, 4(2), 129–138.
Sagala, E., Hutagalung, J., Kusnasari, S., & Lubis, Z. (2021). Penerapan Sistem Pakar Dalam Mendiagnosis penyakit Tanaman Carica Papaya di UPTD. Perlindungan Tanaman Pangan dan Hortikultura Menggunakan Metode Dempster Shafer. Jurnal CyberTech, 1(1), 95–103.
Sastypratiwi, H., & Nyoto, R. D. (2020). Analisis Data Artikel Sistem Pakar Menggunakan Metode Systematic Review. Jurnal Edukasi Dan Penelitian Informatika (JEPIN), 6(2), 250. https://doi.org/10.26418/jp.v6i2.40914
Sembiring Milala, J., Azlan, Hafizah, & Tugiono. (2021). J-SISKO TECH Jurnal Teknologi Sistem Informasi dan Sistem Komputer TGD Sistem Pakar Untuk Pendiagnosaan Karies Gigi Menggunakan Teorema Bayes. Jurnal Teknologi Sistem Informasi Dan Sistem Komputer TGD, 4(1), 103–111.
Simanjuntak, D., & Sindar, A. (2019). Sistem Pakar Deteksi Gizi Buruk Balita Dengan Metode Naïve Bayes Classifier. Jurnal Inkofar *, 1(2), 2581–2920.
Sujai, L., Wardah, N. N., Susanti, N., Rizky, R., Teknologi, F., Informatika, D., & Mathla, U. (2020). 337313942. 8(1).
Sulardi, N., & Witanti, A. (2020). Sistem Pakar Untuk Diagnosis Penyakit Anemia Menggunakan Teorema Bayes. Jurnal Teknik Informatika (Jutif), 1(1), 19–24. https://doi.org/10.20884/1.jutif.2020.1.1.12
Suryana, M. F., Fauziah, F., & Sari, R. T. K. (2020). Implementasi Sistem Pakar Menggunakan Metode Certainty Factor Untuk Mendiagnosa Dini Corona Virus Desease (COVID-19). Jurnal Media Informatika Budidarma, 4(3), 559. https://doi.org/10.30865/mib.v4i3.2132
Wantoro, A., Syarif, A., Berawi, K. N., Muludi, K., Sulistiyanti, S. R., & Sutyarso, S. (2021). Implementasi Metode Pembobotan Berbasis Aturan Dan Metode Profile Matching Pada Sistem Pakar Medis Untuk Prediksi Risiko Hipertensi. Jurnal Teknoinfo, 15(2), 134. https://doi.org/10.33365/jti.v15i2.1523
Widodo, Y. B., Anggraeini, S. A., & Sutabri, T. (2021). Perancangan Sistem Pakar Diagnosis Penyakit Diabetes Berbasis Web Menggunakan Algoritma Naive Bayes. Jurnal Teknologi Informatika Dan Komputer, 7(1), 112–123. https://doi.org/10.37012/jtik.v7i1.507
Xu, X., Yan, X., Sheng, C., Yuan, C., Xu, D., & Yang, J. (2020). A Belief Rule-Based Expert System for Fault Diagnosis of Marine Diesel Engines. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50(2), 656–672. https://doi.org/10.1109/TSMC.2017.2759026
Yuliana, Y., Paradise, P., & Kusrini, K. (2021). Sistem Pakar Diagnosa Penyakit Ispa Menggunakan Metode Naive Bayes Classifier Berbasis Web. CSRID (Computer Science Research and Its Development Journal), 10(3), 127. https://doi.org/10.22303/csrid.10.3.2018.127-138
Zhou, X., Du, H., Sun, Y., Ren, H., Cui, P., & Ma, Z. (2023). A new framework integrating reinforcement learning, a rule-based expert system, and decision tree analysis to improve building energy flexibility. Journal of Building Engineering, 71(August 2022), 106536. https://doi.org/10.1016/j.jobe.2023.106536
Zhou, Z. J., Hu, G. Y., Hu, C. H., Wen, C. L., & Chang, L. L. (2021). A Survey of Belief Rule-Base Expert System. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51(8), 4944–4958. https://doi.org/10.1109/TSMC.2019.2944893
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Pendas : Jurnal Ilmiah Pendidikan Dasar

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