Implementation of a Temporal Data-Based Rule-Based System for Employee Service Period Monitoring and Retirement Projection
DOI:
https://doi.org/10.31848/justise.v4i1.5015Keywords:
Rule-Based System, Temporal Data, Employee Information System, Service Period Monitoring, Retirement ProjectionAbstract
Personnel data management at BKPSDM Purwakarta Regency still faces challenges in monitoring employee service periods and identifying personnel approaching retirement due to the lack of automated data processing. This study aims to develop the JAPEL personnel information system by implementing a temporal data-based Rule-Based System for employee service period monitoring and retirement projection. The system was developed using the prototyping method with PHP, the Laravel Framework, and MySQL. Temporal data was applied to calculate employee age, remaining service period, and estimated retirement date, while the Forward Chaining inference method was used to classify employee status based on predefined rules. The results show that the system can monitor employee service periods, identify employees approaching retirement, project position vacancies, and generate reports automatically. Functional testing using Blackbox Testing with the Equivalence Partitioning technique confirmed that all system functions operated as expected. The developed system improves personnel data management and supports decision-making in workforce planning.
References
J. Rara, Ladyna, V. Lestari, and F. Asmen, “Analisis Perkembangan Teknologi dalamDunia Pekerjaan: Implementasi Human Resource Information System(HRIS),” J. Pendidik. Tambusai, vol. 9, no. 2, pp. 28481–28486, 2025, doi: https://doi.org/10.31004/jptam.v9i2.31497.
R. Sidik and I. H. Ikasari, “Dampak Penerapan Sistem Informasi Manajemenpada Pengambilan Keputusan di Departemen SDM,” JRIIN J. Ris. Inform. dan Inov., vol. 1, no. 2, pp. 347–350, 2023, [Online]. Available: https://jurnalmahasiswa.com/index.php/jriin/article/view/332
Supria, “Perkembangan Model Data Temporal serta Implementasinya pada Database Management Systems,” J. EMACS, vol. 5, no. 1, pp. 33–36, 2023, doi: 10.21512/emacsjournal.v5i1.9392.
O. Erlangga, M. F. Hisham, F. F. Yunis, R. P. Hidayat, and Y. Hanoselina, “Efektivitas Pengelolaan Data Pegawai Berbasis Website Melalui Sistem Informasi Manajemen Kepegawaian,” COMSERVA J. Penelit. dan Pengabdi. Masy., vol. 4, no. 6, pp. 1792–1797, 2024, doi: https://doi.org/10.59141/comserva.v4i6.1429.
S. A. Pratama and A. Setiawan, “Implementasi Sistem Informasi Pengelolaan Data Pensiun PNS Berbasis Web di Kecamatan Kota Kudus,” J. Pengabdi. Masy. Akad., vol. 4, no. 4, pp. 222–229, 2025, doi: https://doi.org/10.54099/jpma.v4i4.1558.
W. I. P. Sari, E. S. Astuti, and I. D. Wijaya, “SISTEM PENILAIAN KINERJA KARYAWAN DAN REKOMENDASI PENGEMBANGAN KOMPETENSI MENGGUNAKAN METODE RULE-BASED SYSTEM PADA PT. XYZ,” JIP (Jurnal Inform. Polinema), vol. 11, no. 4, pp. 461–468, 2025, doi: https://doi.org/10.33795/jip.v11i4.7430.
R. R. Runtu, G. D. P. Maramis, and A. Hasibuan, “Implementasi Algoritma Rule-Based Classification pada Aplikasi Arsip Web Menggunakan Metode RAD dan Evaluasi ISO/IEC 25010,” J. Minfo Polgan, vol. 14, no. 2, pp. 2792–2798, 2025, doi: https://doi.org/10.33395/jmp.v14i2.15505.
R. S. Pressman, Software Engineering: A Practitioner’s Approach, 7th ed. New York: McGraw-Hill, 2010.
A. P. Caisar, M. Adri, D. Irfan, and R. Marta, “RANCANG BANGUN SISTEM INFORMASI ADMINISTRASI PELATIHAN BERBASIS WEB PADA DINAS PARIWISATA, PEMUDA DAN OLAHRAGA KABUPATEN TANAH DATAR,” J. Penelit. Guru Indones., vol. 5, no. 6, pp. 6574–6595, 2025, doi: https://doi.org/10.58578/tsaqofah.v5i6.7812.
S. W. Ramdany, S. A. Kaidar, B. Aguchino, C. A. A. Putri, and R. Anggie, “Penerapan UML Class Diagram dalam Perancangan Sistem Informasi Perpustakaan Berbasis Web,” J. Ind. Eng. Syst., vol. 5, no. 1, pp. 30–41, 2024, doi: https://doi.org/10.31599/2e9afp31.
K. Syahputri and M. I. padli Nasution, “Peran Database Dalam Sistem Informasi Manajemen,” J. Akunt. Keuang. dan Bisnis, vol. 01, no. 02, pp. 54–58, 2023, [Online]. Available: https://jurnal.ittc.web.id/index.php/jakbs/article/view/36
H. H. MUZAKKIR, “IMPLEMENTASI ALGORITMA RULE BASED PADA SISTEM PENGAJUAN CUTI KARYAWAN BERBASIS WEB DI CV. SUMBER BAHAGIA PRINTING,” UNIVERSITAS PGRI SEMARANG, 2024. [Online]. Available: https://eprints3.upgris.ac.id/id/eprint/4211/1/HUZAIFAH HAMYU MUZAKKIR.pdf
A. Fauziyah, “Sistem Pakar Identifikasi Kepribadian Untuk Merekomendasikan Jenis Pekerjaan Berbasis Web Dengan Metode Forward Chaining,” J. Manaj. SDM, vol. 1, no. 1, pp. 35–48, 2024, [Online]. Available: https://journal.perkivi.or.id/index.php/manajemen-sdm/article/view/33
M. D. Parmar and Sarthavi Parmar, “Survey on Concept of Object-Oriented Programming,” Int. J. Sci. Res. Comput. Sci. Eng. Inf. Technol., vol. 10, no. 2, pp. 427–431, 2024, doi: https://doi.org/10.32628/CSEIT243647 Survey.
M. H. Böhlen, A. Dignös, J. Gamper, and C. S. Jensen, “Database Technology for Processing Temporal Data,” 25th Int. Symp. Temporal Represent. Reason., vol. 120, no. 2, pp. 1–2, 2018, doi: https://doi.org/10.4230/LIPIcs.TIME.2018.2.
D. Yuliawati, A. Andriyadi, and N. Nursiyanto, “Pengujian Sistem Informasi E-Monitoring Pengelolaan Pembangunan Desa Dengan Menggunakan Metode Blackbox Testing,” J. Tek., vol. 16, no. 2, pp. 303–310, 2022, doi: https://doi.org/10.5281/zenodo.7535944.
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