Implementasi Semantic Web Untuk Sistem Penilaian Kelulusan Santri Kelas Akhir Berbasis Ontologi di Ponpes Bintang Sehati
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Sep 10, 2025
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The determination of student graduation at Islamic boarding schools is an essential process that is often still carried out manually and subjectively, potentially leading to inconsistencies between student data and graduation decisions. This study aims to develop a graduation assessment system for final-year students using a Semantic Web approach based on ontology. This method is used to represent knowledge in the form of an ontology that includes graduation indicators such as academic scores, character (akhlaq), discipline, Qur'an memorization and arabic language. This study uses a case study at Ponpes Bintang Sehati, where the system is designed to assist the school in making student graduation decisions more objectively and systematically. Ontology development is carried out using the Protégé application, and inference is performed using a reasoner to determine student graduation status based on the input data. The results are expected to show that the system can assist the assessment process objectively and produce a graduation classification that is consistent and accountable. This system can also be further developed to be more adaptive to various academic and administrative needs within the boarding school environment.
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Mulyana, D. I., & Azzahra, S. L. (2025). Implementasi Semantic Web Untuk Sistem Penilaian Kelulusan Santri Kelas Akhir Berbasis Ontologi di Ponpes Bintang Sehati. Jurnal Indonesia : Manajemen Informatika Dan Komunikasi, 6(3), 1712-1722. https://doi.org/10.63447/jimik.v6i3.1592
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Aussenac-Gilles, N., Hahmann, T., & Galton, A. (Eds.). (2024). Formal Ontology in Information Systems: Proceedings of the 13th International Conference (FOIS 2023) (Vol. 377). IOS Press.
Fakhrurrozi, F., & Istiadah, I. (2025). Pembelajaran Bahasa Arab Berbasis Aplikasi Duolingo Berdasarkan Ontologi Filsafat Ilmu. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(2), 2883-2896. https://doi.org/10.31004/riggs.v4i2.942.
Hartania, M. R., Kadyanana, I. G. A. G. A., Pramarthaa, C. R. A., Putraa, I. G. N. A. C., Wibawaa, I. G. A., & Widiarthaa, I. M. Sistem Pencarian Produk Skincare Berbasis Ontologi. Jurnal Elektronik Ilmu Komputer Udayana p-ISSN, 2301, 5373.
Hidayat, R., Nur, R. M., & Wijaya, R. (2023). Implementasi Web Semantik Terhadap Manajemen Pengelolaan Pengarsipan Dokumen Dan Surat (E-Arsip). The Indonesian Journal of Computer Science, 12(2). https://doi.org/10.33022/ijcs.v12i2.3167.
Jain, V., Wason, R., Chatterjee, J. M., & Le, D. N. (Eds.). (2020). Ontology-based information retrieval for healthcare systems. John Wiley & Sons.
KARAME, V. E. J., Jacobus, A., & Ruindungan, D. (2024). The Pengembangan Aplikasi Penelusuran Jurnal Ilmiah Berbasis Web Semantik: Development of a Semantic Web Based Scientific Journal Search Application. Jurnal Teknik Informatika, 19(04), 341-346. https://doi.org/10.35793/jti.v19i04.54453.
Khofifah, N., Laila, N., Purwanti, S. D., Jayanty, A., & Vinarti, R. A. (2024). Visualisasi Representasi Pengetahuan berbasis Ontology untuk Memodelkan Mahasiswa Cumlaude Jenjang Sarjana. SISFO, 11(2), 1-10.
Leavy, E. M., Supriyati, E., & Listyorini, T. (2021). E-Ensiklopedia Pengobatan Islam Berbasis Web. Jurnal Nasional Komputasi dan Teknologi Informasi, 4(4).
Nurkamid, M., Jazuli, A., Nugroho, D. A., & Mahfud, R. A. (2021). Model Ontologi untuk Penjadwalan Kuliah di Program Studi Teknik Informatika Fakultas Teknik Universitas Muria Kudus. Jurnal Transformatika, 19(1), 8-16. https://doi.org/10.26623/transformatika.v19i1.3524.
Patel, A., & Debnath, N. C. (Eds.). (2023). Semantic Technologies for Intelligent Industry 4.0 Applications. CRC Press.
Patel, A., Debnath, N. C., & Bhushan, B. (Eds.). (2022). Semantic Web Technologies: Research and Applications. CRC Press.
Pramartha, C., Jayadi, I. P. I. S., & Atmaja, I. D. M. B. (2022). Pengembangan Sistem Rekomendasi Melalui Pendekatan Web Semantik Dan Simple Additive Weighting (Saw). SINTECH (Science and Information Technology) Journal, 5(2), 139-153. https://doi.org/10.31598/sintechjournal.v5i2.1216.
Prasetiya, E. D., Priyambadha, B., & Bachtiar, F. A. (2019). Pengembangan Sistem Aplikasi Pencarian Dosen Pembimbing Skripsi dengan Teknologi Web Semantik (Studi Kasus: Fakultas Ilmu Komputer Universitas Brawijaya). Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, 3(9), 9019-9026.
Rahayu, N. W., Ferdiana, R., & Kusumawardani, S. S. (2022). A systematic review of ontology use in E-Learning recommender system. Computers and Education: Artificial Intelligence, 3, 100047.
Rupilu, G. E. (2024). Desain Ontologi Sederhana Perpustakaan Online. Jurnal Sosial Teknologi, 4(2), 120-123.
Safiraa, I., Wibawaa, I. G. A., ERa, N. A. S., Gede, I. B., & Dwidasmaraa, L. G. A. Aplikasi Pencarian Informasi Al-Quran dengan Ontologi Web Semantik. Jurnal Elektronik Ilmu Komputer Udayana p-ISSN, 2301, 5373.
Santosa, I., Wiwaha, P. Y., & Suteja, B. R. (2023). Basis Pengetahuan Web Semantik pada Pemodelan Sistem Pendukung Rekomendasi Jurusan Kuliah. Jurnal Teknik Informatika dan Sistem Informasi, 9(2), 200-213. https://doi.org/10.28932/jutisi.v9i2.6106.
Santosa, I., Wiwaha, P. Y., & Suteja, B. R. (2023). Penerapan Model Semantik dalam Pengolahan Arsip Berita. JUSTINDO (Jurnal Sistem dan Teknologi Informasi Indonesia), 8(2), 75-86. https://doi.org/10.32528/justindo.v8i2.230.
Simanjuntak, C. H., & Ruindungan, D. G. (2020). Perancangan Neur-O: Sistem Pakar Penyakit Saraf berbasis Ontologi. Sisfotenika, 10(1), 62-72. http://dx.doi.org/10.30700/jst.v10i1.609.
Udayanaa, I. G. A., Pramarthaa, C., Mahendraa, I. B. M., Sanjaya, N. A., ERa, I., & Kadyanana, I. (2022). Sistem Informasi Pura Kahyangan Jagat Berbasis Ontology. Jurnal Elektronik Ilmu Komputer Udayana p-ISSN, 2301, 5373.
Umri, C., Pulungan, A. F., Halimatusyaddiah, A., Sinaga, I. E., Tarigan, L. A., Aini, N., & Mazaya, S. M. (2024). EduSearch: Web Pencarian Cerdas Berbasis Semantik untuk Mencari Data Seluruh Sekolah Formal di Kota Medan. Jurnal Minfo Polgan, 13(2), 2699-2713. https://doi.org/10.33395/jmp.v13i2.14597.
Yunmar, R. A. (2020). Ontology Learning pada Teks Tidak Terstruktur. Electrician: Jurnal Rekayasa dan Teknologi Elektro, 14(2), 46-51. https://doi.org/10.23960/elc.v14n2.2139.
Zulfidar, F. R., Arwan, A., & Wihandika, R. C. (2021). Pengembangan Sistem Informasi Lowongan Kerja menggunakan Web Semantik (Studi Kasus: Unit Pengembangan Karir dan Kewirausahaan Universitas Brawijaya). Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, 5(3), 909-918.