Pengembangan Sistem Ujian Online Multibahasa dengan Deteksi Wajah di Universitas Nurul Jadid

Ahmad Halimi, Dela Putri Wibiantari, Musdalifa Musdalifa
DOI: https://doi.org/10.33650/trilogi.v5i4.9708



Abstract

 The digitalization of academic systems enhances efficiency and reliability, particularly in language competency testing. This study develops an advanced multilingual online exam system integrated with face and voice recognition technologies at Universitas Nurul Jadid. Employing the Waterfall model, the system was designed, programmed, tested, and maintained to address challenges such as network instability and delayed scoring. The system supports English, Arabic, and Mandarin language exams and includes automatic certificate generation. Developed using Laravel 11 and TensorFlow for face detection, the system improves the reliability and security of online exams while maintaining functionality under low network conditions. Testing revealed significant improvements in efficiency and accuracy, although enhancements to user interface responsiveness and scalability for handling high test-taker volumes remain necessary. This research provides a scalable framework for other institutions aiming to modernize academic evaluations.

Keywords

Face Detection; Multilingual; Online Exam System; Academic Integration.

Full Text:

References

Alamsyah, Dedy, Arief Herdiansah, Hamid Wijaya, and Hengki Rusdianto. 2024. "Combination of Rank Reciprocal Method and Composite Performance Index for Promotion Decision Support System." J-INTECH (Journal of Information and Technology) 12(1): 23-35.

https://doi.org/10.32664/j-intech.v12i1.1199

Chandra, Monica, and Edwin Pramana. 2022. "Image Recognition Menggunakan Metode Cosine Distance Untuk Aplikasi Penanganan Food Waste." INSYST: Journal of Intelligent System and Computation 4(2): 77-84.

https://doi.org/10.52985/insyst.v4i2.250

Dwiguna, Raihan Hari, A Nurul Anwar, Ade Napila, and Andrian Hidayat. 2024. "APLIKASI ABSENSI DIGITAL UNTUK KARYAWAN MENGGUNAKAN DETEKSI WAJAH PADA DESA BANGUNJAYA." Journal of Research and Publication Innovation 2(1): 1123-33.

Farisqi, Muhammad Ifan, Denny Sagita Rusdianto, and Mahardeka Tri Ananta. 2022. "Pembangunan Sistem Pengelolaan Administrasi Ujian TOEFL Berbasis Website." Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer 6(6): 2941-48.

Firmansyah, Denny, Fania Salsabilla, and Edo Arribe. 2024. "RANCANG BANGUN SISTEM INFORMASI PEMBAYARAN SPP BERBASIS WEB PADA SMK TARUNA PERSADA DUMAI." JATI (Jurnal Mahasiswa Teknik Informatika) 8(2): 1755-64.

https://doi.org/10.36040/jati.v8i2.9210

Gunantar, Devy Angga, and Hetty Catur Ellyawati. 2021. "Strategi Mahasiswa Ilmu Komunikasi Universitas Semarang Dalam Mengerjakan Soal Listening Comprehension TOEFL." Jurnal Dinamika Sosial Budaya 23(1): 74-83.

Hajri, Muhammad Fatkhul. 2023. "Pendidikan Islam Di Era Digital: Tantangan Dan Peluang Pada Abad 21." Al-Mikraj Jurnal Studi Islam dan Humaniora (E-ISSN 2745-4584) 4(1): 33-41.

Limbu, Alfian Alfred Umbu, Arini Aha Pekuwali, and Hawu Yogia Pradana Uly. 2024. "Sistem Informasi Pembayaran Sumbangan Pembangunan Pendidikan (SPP) Di SMK Negeri 2 Waingapu Dengan Metode Waterfall." JURNAL TEKNIK INFORMATIKA INOVATIF WIRA WACANA 3(1): 1-12.

Lutfi, Andi Muhammad. 2024. "Analisis Dampak Teknologi Artificial Intellegence Terhadap Kualitas Pembelajaran Matematika."

Manuaba, Ida Bagus Kerthyayana et al. 2023. Pengembangan Aplikasi Perangkat Lunak: Panduan Praktis Dalam Merancang, Membangun, Dan Mengelola Aplikasi. PT. Sonpedia Publishing Indonesia.

Oktavianus, Arnolus Juantri E, Lamhot Naibaho, and Djoys Anneke Rantung. 2023. "Pemanfaatan Artificial Intelligence Pada Pembelajaran Dan Asesmen Di Era Digitalisasi." Jurnal Kridatama Sains Dan Teknologi 5(02): 473-86.

https://doi.org/10.53863/kst.v5i02.975

Putra, Akbar Syarif Pratama, Afu Ichsan Pradana, Anindhiasti Ayu Kusuma Asri, and Elia Hari Prasetya. 2024. "Penerapan Face Recognition Dengan Algoritma Viola Jones Dalam Sistem Presensi Kehadiran Siswa Berdasarkan Titik Lokasi Berbasis Website." G-Tech: Jurnal Teknologi Terapan 8(3): 1739-48.

https://doi.org/10.33379/gtech.v8i3.4512

Rahmawati, Devi, Annas Setiawan Prabowo, and Riyadi Purwanto. 2021. "Implementasi Model Waterfall Pada Pengembangan Sistem Informasi Monitoring Prestasi Mahasiswa." Journal of Innovation Information Technology and Application (JINITA) 3(1): 82-93.

https://doi.org/10.35970/jinita.v3i1.678

Sholichin, Sholichin. 2021. "Pengembangan Dan Pengujian Aplikasi Pemesanan Makanan Berbasis Website Menggunakan Metode Waterfall." Journal of Computer Science and Engineering (JCSE) 2(1): 40-50.

Siregar, Simon Kevin, and Desinta Purba. 2023. "Rancang Bangun Aplikasi Tes Toefl Berbasis Web Di Universitas Katolik Santo Thomas Medan." In Seminar Nasional Inovasi Sains Teknologi Informasi Komputer, , 259-67.

Taridala, Sulastri, and Rosihan Anwar. 2023. TRANSFORMASI EDUKASI: Mengoptimalisasi Kinerja Guru Dan Kualitas Layanan Melalui Program Merdeka Belajar. Feniks Muda Sejahtera.

Utomo, Firmasyah Budi, and Nungky Awang Chandra. 2023. "Pengembangan Aplikasi Stok Barang Pada Cv. Lentera Abadi Nusantara Menggunakan Metode Waterfall." Jurnal Sains dan Teknologi 5(1): 142-49.

Yulianti, Susana Dwi, and Santi Setiyaningsih. 2024. "Perancangan Sistem Ujian Online TOEFL Dan TOEP Berbabsis Web Pada Pusat Bahasa I-Tech." Jurnal SISKOM-KB (Sistem Komputer dan Kecerdasan Buatan) 7(2): 155-60.

Zebua, Rony Sandra Yofa et al. 2023. Fenomena Artificial Intelligence (Ai). PT. Sonpedia Publishing Indonesia.


Dimensions, PlumX, and Google Scholar Metrics

10.33650/trilogi.v5i4.9708


Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Ahmad Halimi, Dela Putri Wibiantari, Musdalifa Musdalifa

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

This ejournal system and its contents are licensed under

a Creative Commons Attribution-ShareAlike 4.0 International License