Identifikasi Minat Bakat Siswa Kelas 4 dan 5 pada Sistem Pakar dengan Metode Certainty Factor

Bruno Muri Beding; I Ketut Sudaryana

doi:10.61132/merkurius.v2i5.326

Authors

Bruno Muri Beding STMIK Widuri
I Ketut Sudaryana STMIK Widuri

DOI:

https://doi.org/10.61132/merkurius.v2i5.326

Keywords:

Expert system, Interest talent, Certainty factor, Website

Abstract

An expert system is a computer program that imitates the decision-making abilities of an expert in a particular field. This system uses a knowledge base and logical rules to analyze problems and provide solutions or recommendations, helping users who do not have in-depth knowledge of the topic, then along with the development of website-based information technology which can make it easier to identify student interests, talents, especially grades 4 and 5 carried out by the teacher, this includes the potential of each individual student according to their category so as to provide an accurate solution. The aim of this research is that an application of an expert system for identification of talent interests for users is needed which supports the teacher analysis process using certainty factors, based on certainty factors which have a concept based on symptoms and diagnoses from the weight of an expert's value and the user's value, then calculated using the certainty factor formula, the output research on the creation of an expert system for identifying student talent interests using a website-based certainty factor method which produces diagnostic results for talent interest categories.

References

Afdhal, M., & Rita. (2022). Sistem Pakar Diagnosa Penyakit Hiperlipidemia Menggunakan Metode Certainty Factor Berbasis Web. Jurnal KomtekInfo, 9, 133–139. https://doi.org/10.35134/komtekinfo.v9i4.321

Anam, A. S., Amin, F. M., & Ridwan, M. (2021). Penentuan Ekstrakurikuler Siswa Sesuai Minat Bakat dengan Case-Based Reasoning dan Certainty Factor. Jurnal Teknik Informatika Dan Sistem Informasi, 7(3), 627–642. https://doi.org/10.28932/jutisi.v7i3.4011

Ardianto, Y., Sutomo, B., & Saputri, T. A. (2022). Sistem Pakar Diagnosa Kerusakan Printer Berbasis Android Menggunakan Metode Backward Chaining. Journal Computer Science and Information Systems : J-Cosys, 2(2), 48–52. https://doi.org/10.53514/jco.v2i2.299

Arini, L. K. W. & I. K. (2020). Analisis Akurasi Kombinasi Proses Text Mining dan Certainty Factor Dalam Diagnosis Kerusakan Printer. Jurnal Ilmiah Media Sisfo, 14(2), 83–93. https://doi.org/10.33998/mediasisfo.2020.14.2.770

Bariadi, R., Putra, G. M., & Rohminatin, R. (2022). Analisis Mengenali Minat Bakat Siswa SMKN 1 Setia Janji Menurut Teknik Certainty Factor. J-Com (Journal of Computer), 2(3), 219–228. https://doi.org/10.33330/j-com.v2i3.1943

Fanny, R. R., Hasibuan, N. A., & Buulolo, E. (2017). Perancangan Sistem Pakar Diagnosa Penyakit Asidosis Tubulus Renalis Menggunakan Metode Certainty Factor Dengan Penelusuran Forward Chaining. Media Informatika Budidarma, 1(1), 13–16.

Hasanah, H., Ridarmin, R., & Adrianto, S. (2019). Aplikasi Sistem Pakar Pendeteksi Kerusakan Laptop/Pc Dengan Penerapan Metode Forward Chaining Menggunakan Bahasa Pemrograman Php. I N F O R M a T I K A, 9(2), 40. https://doi.org/10.36723/juri.v9i2.103

Kalyzta, J., & Syafrullah, M. (2023). Sistem Pakar Diagnosa Kerusakan Komputer Dengan Algoritma Certainty Factor Pada Lab Ict Budi Luhur. Skanika, 6(1), 12–21. https://doi.org/10.36080/skanika.v6i1.2996

Lenaini, I. (2021). Teknik Pengambilan Sampel Purposive Dan Snowball Sampling. Jurnal Kajian, Penelitian & Pengembangan Pendidikan Sejarah, 6(1), 33–39. p-ISSN 2549-7332 %7C e-ISSN 2614-1167%0D

Nataliyadin, N. (2024). Analisa Kerusakan Jaringan Internet menggunakan Metode Certainty Faktor : Study Case SimDa Indramayu. Jurnal Komputer Dan Elektro Sains, 2(2), 22–27. https://doi.org/10.58291/komets.v2i2.142

Nurjanatin, I., Sugondo, G., & Manurung, M. M. H. (2017). Analisis Kesalahan Peserta Didik dalam Menyelesaikan Soal Cerita pada Materi Luas Permukaan Balok di Kelas VIII–F Semester II SMP Negeri 2 Jayapura. Jurnal Ilmiah Matematika Dan Pembelajarannya, 2(1), 22–31.

Purba, G. L. & M. J. (2021). Manajemen Ekstrakurikuler Berdasarkan Minat Dan Bakat Siswa Menggunakan Metode Certainty Factor. Majalah Ilmiah METHODA, 11(2), 81–88. https://doi.org/10.46880/methoda.vol11no2.pp81-88

Rachman, R., & Mukminin, A. (2018). Penerapan Metode Certainty Factor Pada Sistem Pakar Penentuan Minat dan Bakat Siswa SD. Khazanah Informatika : Jurnal Ilmu Komputer Dan Informatika, 4(2), 90–97. https://doi.org/10.23917/khif.v4i2.6828

Ramadhani, F. F. & S. (2020). Rancang Bangun Sistem Informasi Pengaduan Layanan Teknis Bidang Teknologi Informasi dan Komunikasi. Seminar Nasional Teknologi Informasi Komunikasi Dan Industri`, 100–110.

Saragih, R. (2020). Sistem Pakar Mengidentifikasi Minat Bakat Anak Dengan Metode Certainty Factor (Studi Kasus : Sekolah Bilingual Nasional Plus Permata Bangsa Binjai). Algoritma : Jurnal Ilmu Komputer Dan Informatika, 4(2), 43–51. https://doi.org/10.30829/algoritma.v4i2.8517

Setiawan, F. & A. E. (2022). Sistem Pakar Identifikasi Minat Mahasiswa Menggunakan Metode Certainty Factor. Aisyah Journal of Informatic and Electrical Engineering, 4(1), 49–54.