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All Journal Jurnal Penelitian Journal of Computer, Electronic, and Telecommunication (COMPLETE) SINTA Journal (Science, Technology, and Agricultural) Jurnal Sistem Informasi dan Ilmu Komputer Saber: Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi Jurnal Informatika Polinema (JIP) Bridge: Jurnal Publikasi Sistem Informasi dan Telekomunikasi Modem : Jurnal Informatika dan Sains Teknologi Switch: Jurnal Sains dan Teknologi Informasi Uranus: Jurnal Ilmiah Teknik Elektro, Sains dan Informatika Jurnal Sistem Informasi dan Ilmu Komputer
Agung Mustika Rizki
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Aerospace Engineering Agriculture, Biological Sciences & Forestry Astronomy Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Engineering Environmental Science Library & Information Science Physics Transportation Veterinary

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Pembuatan Aplikasi Computer Based Test Berbasis Website Menggunakan Algoritma Fisher-Yates Shuffle: Studi Kasus: MTs Faqih Hasyim Sidoarjo Raviy Bayu Setiaji; Firza Prima Aditiawan; Agung Mustika Rizki
Jurnal Sistem Informasi dan Ilmu Komputer Vol. 2 No. 1 (2024): Februari : Jurnal Sistem Informasi dan Ilmu Komputer
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jusiik-widyakarya.v2i1.2417

Abstract

This research focuses on the development of a web-based Computer Based Test (CBT) Application for Madrasah Tsanawiyah (MTs) Faqih Hasyim in Sidoarjo, East Java. This application aims to overcome conventional evaluation problems with paper and pen, such as cheating, scoring errors, and data management difficulties. Using web technologies such as HTML, CSS, PHP, and JavaScript, the application integrates the Fisher-Yates Shuffle algorithm to randomize the order of questions, reducing the possibility of cheating during the exam. Equipped with session tokens, exam timing, and result reports, the app improves the overall efficiency of the evaluation process. This study refers to previous research and highlights the importance of adopting technology to simplify assessment and facilitate online data management. The Fisher-Yates Shuffle algorithm, used to generate a unique sequence of questions for each student during the exam, minimizes the risk of cheating. The app implements a staged exam, ensuring students who meet the minimum criteria proceed to the next stage. In addition, the app achieves a degree of randomization of the exam content, eliminating patterns that may affect the exam results. The feasibility testing results show that the app is highly feasible, with a feasibility percentage of 92.4%. This conclusion signifies the app's success in achieving its development goals and making a positive contribution in easing the exam grading process. It is recommended to simplify the interface for senior users, improve the responsiveness of the website display for mobile access, and add a time limitation method in future research. Keywords: Fisher-Yates Shuffle Algorithm, Computer Base Test, Question Randomization.
Co-Authors Aan Evian Nanda Afina Lina Nurlaili Ahmad Wahyu Rafsan Zani Andreas Nugroho Sihananto Ariyono Setiawan Basuki Rahmat Budi Nugroho Debi Unsilatur Utami Eva Yulia Puspaningrum Fetty Tri Anggraeny Firza Prima Aditiawan Hadiansyah Rachmawan Putra Henni Endah Wahanani I Gede Susrama Mas Diyasa Kartini Kartini Khonsa Salsabila Muchammad Fadzillah Zain Putra, Chrystia Aji Raviy Bayu Setiaji Sri Wibawani Thomas Andrew Imanzaghi