Implementasi Face Recognition Pada Aplikasi Desktop Untuk Rekam Kehadiran Siswa Menggunakan Metode Prototype (Studi Kasus: SMP Negeri 1 Cijambe)
Keywords:
Presensi, Sistem Informasi, Face Recognition, Metode PrototypeAbstract
Student attendance recording is an important component in education, especially to ensure the efficiency and discipline of school management. The manual attendance system at SMPN 1 Cijambe often experiences problems in terms of time efficiency, data manipulation, and recording errors. The purpose of this research is to use artificial intelligence (AI) technology to create an attendance system that uses facial recognition. This device uses a camera to scan faces to record student attendance automatically and instantly. The implementation of this system showed improvements in time efficiency, recording accuracy, and integration with other administrative data, including student discipline records and grades. However, the research also pointed out issues in terms of infrastructure requirements, facial recognition accuracy, and biometric data security. It is hoped that the findings from this study will offer a new approach to the problem of manual attendance and serve as a template for the creation of comparable systems in other educational institutions.
References
Andyra Aldy Kurniawan. (2024). PERANCANGAN SISTEM ABSENSI KARYAWAN DI CV. DIFA JAYA ABADI MENGGUNAKAN FACE RECOGNITION DAN GLOBAL POSITIONING SYSTEM. Kohesi: Jurnal Sains Dan Teknologi, 3(10), 41–50. https://doi.org/10.3785/kohesi.v3i10.4122
DHAIFULLASYAH, Azka Thoyyib. Rancang Bangun Sistem Absensi Menggunakan Framework Laravel Yang Terintegrasi Berbasis Rfid Dan Face Recognition Untuk Smkn 1 Tilatang Kamang. Jurnal Teknik Komputer dan Informatika, [S.l.], v. 4, n. 2|August, p. 46 - 51, aug. 2024. ISSN 2808-1986. Available at: http://jteki.ppj.unp.ac.id/index.php/jteki/article/view/67
Enterprise, Jubilee. (2014). Visual Basic 2013 untuk Pemula. Jakarta: PT. Elex Media Komputindo.
Hamalik, Oemar. (2011). Kurikulum dan Pembelajaran. Jakarta: Bumi Aksara.
Irawan, Deni. (2013). Pendidikan Tekhnologi Informasi dan Komunikasi. PT. Bandung : Remaja Rosdakarya Offset.
Jr, Mcleod Raymond. (2001). Sistem Informasi Manajemen. Jakarta: PT. Prehallindo.
Kustiyaningsih, Yeni (2011). Pemrograman Basis Data Berbasis Web Yogyakarta Graha Ilmu.
Lucia Kharisma, I., Sahira, S., Nurcahya Sumirat, H., Fergina, A., & Kamdan, K. (2024). The Attendance System For Interdisciplinary Subjects At SMAN 1 Cigombong Utilizes Web-Based Face Recognition. Jurnal CoSciTech (Computer Science and Information Technology), 5(2), 391-401. https://doi.org/10.37859/coscitech.v5i2.5500
Munawar (2018). Analisis Perancangan Sistem Berorientasi Objek dengan UML (Unified Modeling Language). Bandung: Informatika Bandung.
Natbais, Y., Warsito, A., Tarigan, J., & Umbu, A. (2024). ANALISIS IMPLEMENTASI SMARTPHONE ANDROID DAN MODUL ESP32-CAM UNTUK SISTEM ABSENSI MENGGUNAKAN FACE RECOGNITION. Jurnal Fisika : Fisika Sains Dan Aplikasinya, 9(2), 34-42. Retrieved from https://ejurnal.undana.ac.id/index.php/FISA/article/view/19391
Parulian, OS. (2017). 3 Days With MySQL for your Aplication: MySQL untuk Pemula. Jakarta: Onesinus Saut Parulian
PERANCANGAN SISTEM ADMINISTRASI DAN ABSENSI KARYAWANDENGAN FACE RECOGNITION PADA PT MATSUSHIN. (2024). Jouhou Gijitsuka: Teknologi Informatika, 1(1), 42-46. https://journal.sttisonysugema.ac.id/index.php/joget/article/view/4
Perkovic, Ljubomir, (2012). Introduction to Computing Using Python: An Application Development Focus.
Roni Habibi, Alwan Suryansyah. 2020. Aplikasi Prediksi Jumlah Kebutuhan Perusahaan. Bandung: Kreatif Industri Nusantara.
Rosa A.S dan Shalahuddin.M, (2011). Modul Pembelajaran Rekayasa Perangkat Lunak. Bandung: MODULA.
Sutabri, Tata. (2005). Sistem Informasi Manajemen. Yogyakarta: ANDI OFFSET.
Usman, Nurdin. (2005). Konteks implementasi berbasis Kurikulum. Bandung: CV Sinar Baru.
