Sistem Pendukung Keputusan Penerimaan Santri: Analytical Hierarchy Process dan Weighted Product Berbasis Web
Keywords:
Pendaftaran Santri, Sistem Berbasis Web, Sistem Pendukung Keputusan, Metode AHP, Metode WPAbstract
Proses penerimaan santri baru di lingkungan pondok pesantren sebagian besar masih dilakukan secara konvensional, sehingga menimbulkan ketidakakuratan pencatatan, keterlambatan proses seleksi, dan kurangnya objektivitas dalam pengambilan keputusan. Penelitian ini bertujuan merancang dan membangun sistem rekomendasi pendaftaran santri baru berbasis web dengan menggabungkan metode Analytical Hierarchy Process (AHP) untuk pembobotan kriteria dan metode Weighted Product (WP) untuk perankingan akhir. Sistem dikembangkan menggunakan model Waterfall dan diuji melalui pengujian Black Box dan White Box. Pengujian Black Box terhadap 59 skenario uji menunjukkan tingkat keberhasilan 100%, sedangkan pengujian White Box pada fitur login dan dashboard santri masing-masing menghasilkan nilai Cyclomatic Complexity sebesar 5 dan 4 dengan 5 dan 4 jalur independen. Perbandingan berpasangan Analytical Hierarchy Process (AHP) terhadap lima kriteria seleksi menghasilkan bobot yang konsisten (Consistency Ratio = 0,0527 < 0,1), yaitu Status Keluarga (35%), Nilai Akademik (25%), Hafalan Al-Qur'an (20%), Baca Al-Qur'an (10%), dan Motivasi Belajar (10%). Penerapan bobot tersebut pada metode Weighted Product (WP) terhadap 30 data pendaftar menghasilkan 10 calon santri direkomendasikan diterima, 3 cadangan, dan 17 ditolak. Sistem ini diharapkan dapat membantu pengurus pesantren menghasilkan rekomendasi penerimaan yang lebih objektif, akurat, dan transparan dibandingkan seleksi konvensional.
References
[1] Z. Siswahyuningsih and I. Junaris, "Penggunaan aplikasi TTE Kemenag dalam penguatan tata kelola administrasi yang transparan dan akuntabel," J. Pendidik. Pengabdi. Masy., vol. 9, no. 1, pp. 11–16, 2026. [Online]. Available: https://doi.org/10.29303/jppm.v9i1.10371
[2] A. A. Putra, Rudiansyah, S. Romadon, and L. Iryani, "Development of an academic information system prototype using the logical record structure (LRS) model," JSAI: J. Sci. Appl. Inform., vol. 7, no. 2, pp. 399–404, Jun. 2024. [Online]. Available: https://doi.org/10.36085/jsai.v7i2.7263
[3] R. Ali, A. Hussain, S. Nazir, S. Khan, and H. U. Khan, "Intelligent decision support systems—An analysis of machine learning and multicriteria decision-making methods," Appl. Sci., vol. 13, no. 22, p. 12426, Nov. 2023. [Online]. Available: https://doi.org/10.3390/app132212426
[4] R. Rishabh and K. N. Das, "A critical review on metaheuristic algorithms based multi-criteria decision-making approaches and applications," Arch. Comput. Methods Eng., vol. 32, no. 2, pp. 963–993, 2025. [Online]. Available: https://doi.org/10.1007/s11831-024-10165-9
[5] L. V. Cremades and A. Ponsich, "Simple and objective determination of criteria weights for evaluating alternatives when using the Analytic Hierarchy Process," Int. J. Anal. Hierarchy Process, vol. 16, no. 3, pp. 1–23, 2024. [Online]. Available: https://doi.org/10.13033/ijahp.v16i3.1177
[6] S. Febriani, S. Bahri, and R. Dewantara, "Analisis perancangan sistem penerimaan santri berprestasi menggunakan kombinasi metode AHP-WP," Informasi Interaktif: J. Inform. Teknol. Inf., vol. 9, no. 1, pp. 17–22, 2024. [Online]. Available: https://doi.org/10.37159/jii.v9i1.58
[7] A. G. Susilowati and A. Faisol, "Rancang bangun aplikasi sistem pendukung keputusan penerimaan siswa baru dengan metode AHP berbasis web," Insand Comtech: Inf. Sci. Comput. Technol. J., vol. 6, no. 1, 2022. [Online]. Available: https://doi.org/10.53712/jic.v6i1.1671
[8] M. Wijana, G. Juliansyah, and D. A. Budiman, "Sistem pendukung keputusan penilaian kinerja guru menggunakan metode Weighted Product di SMK Bakti Ilham Rancaekek," J. Dimamu, vol. 2, no. 1, pp. 21–28, 2022. [Online]. Available: https://doi.org/10.32627/dimamu.v2i1.659
[9] Nurlan, Riyandi, and M. Fadli, "Seleksi santri Nurul Hikmah untuk penerimaan beasiswa menggunakan metode Moora," J. Sist. Inf. (JSI), vol. 15, no. 1, 2026. [Online]. Available: https://doi.org/10.51998/jsi.v15i1.696
[10] Z. Sidik and A. R. Ismail, "Sistem informasi penjualan berbasis desktop studi kasus Toko Fortuner Gorontalo," J. Softw. Eng. Commun., vol. 3, no. 1, pp. 8–14, 2025. [Online]. Available: https://doi.org/10.56190/jsec.v3i1.65
[11] F. Ricci, L. Rokach, and B. Shapira, "Recommender systems: Techniques, applications, and challenges," in Recommender Systems Handbook, New York, NY, USA: Springer, 2021, pp. 1–35. [Online]. Available: https://doi.org/10.1007/978-1-0716-2197-4_1
[12] Apriyanto, D. Setyorini, and L. I. P. Putri, "Rancang bangun sistem online penyewaan rumah kost," REMIK: Ris. E-J. Manaj. Inform. Komput., vol. 6, no. 4, pp. 610–623, 2022. [Online]. Available: https://doi.org/10.33395/remik.v6i4.11478
[13] T. Taseska and I. Hristoski, "Conceptual and logical design of relational databases: A case study," New Horiz. – J. Student Res. (NHJSR), vol. 1, no. 1, pp. 27–38, 2024. [Online]. Available: https://doi.org/10.20544/NEWHORIZONS.1.1.24.P03
[14] H. Sitompul, Z. Matondang, E. Daryanto, and F. Syahputra, "Use case diagram design for information system services to students at the Faculty of Engineering Universitas Negeri Medan," in Proc. EAI Int. Conf., 2024. [Online]. Available: https://doi.org/10.4108/eai.24-10-2023.2342345
[15] S. Sonawane and S. Puthran, "Extracting use case elements from requirement documents: A natural language processing approach," Requirements Eng., vol. 30, no. 3, pp. 283–310, 2025. [Online]. Available: https://doi.org/10.1007/s00766-025-00445-6
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