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All Journal Building of Informatics, Technology and Science Eduvest - Journal of Universal Studies
Abadi, Riani Saputri
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Aerospace Engineering Computer Science & IT Health Professions Neuroscience Social Sciences

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Verifikasi Kesesuaian Materi Pembelajaran Menggunakan Model Bidirectional Encoder Representations from Transformers (BERT) dan Semantic Textual Similarity Abadi, Riani Saputri
Building of Informatics, Technology and Science (BITS) Vol 6 No 4 (2025): March 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i4.6967

Abstract

The challenge in the education domain is ensuring that learning can be evaluated effectively and in a structured manner to improve and strengthen the quality of education standards in achieving optimal learning. In this study, an implementation was carried out to evaluate learning outcomes based on Natural Language Processing using BERT (IndoBERT) and Cosine similarity to assess the consistency and accuracy of learning materials with BAKP and RPS. IndoBERT is used to extract embedding vectors as contextual semantic representations from documents, and the similarity level is calculated using Cosine Similarity between the contents of BAKP and RPS to ensure the achievement of learning objectives. The research methodology consists of data collection, pre-processing, tokenization, and sentence embedding using IndoBERT, calculating the similarity level, and evaluating model performance. The results showed that implementing the IndoBERT model produced a good level of similarity with a value above the threshold, which was 0.50, with a Cosine Similarity result of 0.674 and a performance evaluation of 100%. This approach can provide the potential for automation of the higher education quality assurance process for academic evaluation based on BAKP and RPS so that learning materials are always relevant and updated with industry needs.
Cobit Framework Implementation 5 DSS Domain (Deliver, Service and Support) ITCC ITPLN Information Technology Governance Audit Jatnika, Hendra; Rifai, Mochamad Farid; Abadi, Riani Saputri; Maward, Muhammad Yaseer; Siagian, Martogi Johan
Eduvest - Journal of Universal Studies Vol. 5 No. 8 (2025): Eduvest - Journal of Universal Studies
Publisher : Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/eduvest.v5i8.50933

Abstract

Information Technology Certification Center (ITCC) ITPLN is a certification unit that implements IT governance with Office 365 Applications. IT governance in Office 365 applications requires an audit to evaluate and assess capabilities and make recommendations on IT governance at ITCC. This is because the ITCC has never evaluated IT governance. Therefore, until now the ITCC does not know the extent of the benefits and impacts obtained from the application of IT on the progressivity of achieving goals related to information system management. ITCC also doesn't know what the weaknesses are and what the solutions are. The audit standard used is Control Objectives for Information and Related Technology (COBIT). The chosen COBIT 5 domain is the Deliver, Service, and Support (DSS) domain which focuses on the assessment of delivery and information technology services as well as its support for ongoing business processes including problem management so that the sustainability of business processes is maintained. In addition, it is also intended to control, evaluate, and plan long-term business processes. The result is the overall Capability Level on Office 365 in ITCC.
Co-Authors Hendra Jatnika Maward, Muhammad Yaseer Rifai, Mochamad Farid Siagian, Martogi Johan