Implementasi Metode Rule-Based dalam Sistem Pakar Pemilihan Program Studi Menggunakan Bahasa Prolog
-
Sharfina Faza
*
Politeknik Negeri Medan, Medan,
Indonesia
- Ade Rizka Politeknik Negeri Medan, Medan, Indonesia
- Meryatul Husna Politeknik Negeri Medan, Medan, Indonesia
- Rina Anugrahwaty Politeknik Negeri Medan, Medan, Indonesia
- Insidini Fawwaz Universitas Sumatera Utara, Medan, Indonesia (*) Corresponding Author
Abstract
The alignment between study programs and students' interests and abilities is a crucial factor in academic success at the university level. Unfortunately, many prospective students face confusion when choosing majors due to limited knowledge about the characteristics of each program and its relationship with career prospects, potentially affecting their academic performance and career paths. To address this challenge, our research presents a solution in the form of a rule-based expert system developed using Prolog language. This system is designed to provide study program recommendations through analysis of user responses to various structured questions. Using score calculation methods and matching against established value parameters, the system can propose the most relevant majors among four options: Computer Engineering (CE), Information Management (MI), Multimedia Graphics Engineering Technology (TRMG), and Software Engineering Technology (TRPL). Through this implementation, prospective students receive recommendations aligned with their potential and interests, facilitating more accurate decision-making. In addition to functioning as an assistive instrument in career and academic counseling for high school students, this research also lays the foundation for the development of more sophisticated expert systems with enhanced assessment weights and precision levels in the future.
References
A. Pramudiyanto, R. Kurniawan, and A. Jamal, "Pengambilan Keputusan Mahasiswa dalam Memilih Perguruan Tinggi di Kota Surabaya," Indonesian Journal of Public Administration Review, vol. 1, no. 3, pp. 10-10, 2024.
O. Oskar, R. Simbolon, K. Kondar, and M. Sinaga, "Empowering Students: Evaluating the Impact of Career Education Programs on College Major Choices," Jurnal Ilmu Pendidikan dan Humaniora, vol. 11, no. 3, pp. 237-252, 2022.
A. Noviyanti, "Dinamika kecemasan karir pada mahasiswa tingkat akhir," KoPeN: Konferensi Pendidikan Nasional, vol. 3, no. 2, pp. 46-59, 2021.
D. Grabsch, H. Webb, R. Leibowitz, D. Chinnam, L. Webb, and S. Kunovich, "Examining the motivations, advantages, and disadvantages experienced by undergraduate students who pursue multiple majors," College Student Journal, vol. 56, no. 2, pp. 135-150, 2022.
R. a. Makhrisa and S. Pradikto, "Analisis Peran Lingkungan Sosial Terhadap Minat Peserta Didik dalam Memilih Pendidikan Tinggi," Jurnal Kajian dan Penelitian Umum, vol. 3, no. 1, pp. 78-98, 2025.
M. Sari and K. Khairuddin, "Mekanisme perencanaan studi lanjut siswa madrasah aliyah swasta persiapan Medan," Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, vol. 10, no. 2, pp. 40-55, 2024.
M. Murisal, E. Dewita, F. Maiseptian, and S. D. K. Oktafia, "Efikasi Diri dan Pengambilan Keputusan Karir Siswa Kelas XII SMAN 1 Tilatang Kamang Kabupaten Agam," Jurnal Pendidikan dan Konseling (JPDK), vol. 4, no. 4, pp. 1112-1119, 2022.
S. Shishehchi and S. Y. Banihashem, "A rule based expert system based on ontology for diagnosis of ITP disease," Smart Health, vol. 21, p. 100192, 2021.
S. S. Fatihatur, S. E. Safitri, N. Rahmadani, and I. K. Anshor, "Pengujian Website Sistem Pakar Penentuan Kepribadian Menggunakan Metode Forward Chaining dan Decision Table," REMIK: Riset dan E-Jurnal Manajemen Informatika Komputer, vol. 9, no. 1, pp. 48-59, 2025.
A. Dattachaudhuri, S. K. Biswas, M. Chakraborty, and S. Sarkar, "A transparent rule-based expert system using neural network," Soft Computing, vol. 25, no. 12, pp. 7731-7744, 2021.
R. Fildansyah, "Rancang Bangun Aplikasi Sistem Pakar Berbasis Progressive Web Apps Untuk Rekomendasi Pemilihan Program Studi," J-ICON: Jurnal Komputer dan Informatika, vol. 9, no. 1, pp. 19-29, 2021.
E. D. S. Mulyani, C. R. Hidayat, and T. C. Ulfa, "Sistem Pakar Untuk Menentukan Jurusan Kuliah Berdasarkan Minat dan Bakat Siswa SMA Dengan Menggunakan Metode Forward Chaining," CSRID (Computer Science Research and Its Development Journal), vol. 10, no. 2, pp. 80-92, 2021.
P. R. Pelupessy et al., Konsep Dasar Sistem Pakar. Serasi Media Teknologi, 2025.
P. W. Rahayu, L. Judijanto, H. N. Syaddad, A. Apriyanto, and R. Adawiyah, Pengantar Sistem Pakar: Teori dan Implementasi. PT. Green Pustaka Indonesia, 2025.
D. Mahendra and A. N. Soedibyo, "Evaluasi penerapan risk-based audit untuk mendeteksi ketidakpatuhan akuntan publik terhadap standar profesi dan regulasi," Owner: Riset Dan Jurnal Akuntansi, vol. 7, no. 2, pp. 1707-1719, 2023.
M. Deryck, "Knowledge Base Systems in practice: Approaches, application areas and limitations," 2022.
S. Xu, J. Ji, Y. Li, Y. Ge, J. Tan, and Y. Zhang, "Causal Inference for Recommendation: Foundations, Methods, and Applications," ACM Transactions on Intelligent Systems and Technology, vol. 16, no. 3, pp. 1-51, 2025.
N. M. Barkah and M. U. Siregar, "Utilizing Prolog for Automatic Transformation of English Words," Journal of Information Technology and Cyber Security, vol. 2, no. 2, 2024.
F. I. Dalimunthe, "Implementation Of Entrepreneurship As A Product-Based Learning Device In Vocational Education (Case Study In Hospitality Department Of Medan Tourism Polytechnic)," Jurnal Akademi Pariwisata Medan, vol. 11, no. 1, pp. 26-40, 2023.
A. Supratman, B. I. Nugroho, S. Syefudin, and R. D. Kurniawan, "Penerapan Metode Rule Based System Untuk Menentukan Jenis Tanaman Pertanian Berdasarkan Ketinggian Dan Curah Hujan," Innovative: Journal Of Social Science Research, vol. 4, no. 2, pp. 7879-7890, 2024.
S. Hartati, Kecerdasan Buatan Berbasis Pengetahuan. Ugm Press, 2021.
M. Iqbal et al., Konsep Kecerdasan Buatan. CV. Gita Lentera, 2024.
P. Körner et al., "Fifty years of Prolog and beyond," Theory and Practice of Logic Programming, vol. 22, no. 6, pp. 776-858, 2022.
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