Implementasi Semantic Web Untuk Sistem Penilaian Kelulusan Santri Kelas Akhir Berbasis Ontologi di Ponpes Bintang Sehati
DOI:
https://doi.org/10.63447/jimik.v6i3.1592Keywords:
Semantic Web, Ontology, Assessment System.Abstract
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 test results show that the system is capable of assessing the graduation of students in Islamic boarding schools with an accuracy of 88%, producing consistent and accountable evaluations. The system can also be further developed to adapt to various academic and administrative needs within the boarding school environment. This system can also be further developed to be more adaptive to various academic and administrative needs within the boarding school environment
Downloads
References
Agiharta, K. F., & Suteja, B. R. (2023). Pemanfaatan SPARQL Dalam Pencarian Data Alih Kredit Merdeka Belajar Kampus Merdeka. Jurnal Teknik Informatika dan Sistem Informasi, 9(3), 371-380. https://doi.org/10.28932/jutisi.v9i3.6742.
Ali, M., & Falakh, F. M. (2020, October). Semantic Web ontology for vocational education self-evaluation system. In 2020 Third International Conference on Vocational Education and Electrical Engineering (ICVEE) (pp. 1-6). IEEE. https://doi.org/10.1109/ICVEE50212.2020.9243278.
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.
Downloads
Published
Issue
Section
License
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (CC-BY 4.0) that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
License: All articles are licensed under 
