Rancang bangun sistem presensi berbasis artificial intelligence menggunakan microservice pada flask

Wibowo ; Andrean Vini Bimo Arya ; Yeremia Alfa Susetyo

IT-Explore: Jurnal Penerapan Teknologi Informasi d... 📅 2025 Vol 4, No 3 🔗 DOI: 10.24246/itexplore.v4i3.2025.pp334-351

Abstract

Conventional attendance systems often face various problems such as inefficiency, inaccuracies in attendance logging, and limitations in recapitulation processes. Manual systems are prone to human error and time-consuming, while fingerprint-based systems may fail when the sensor is affected by dirty, wet, or damaged fingers. This study aims to develop an attendance system based on Artificial Intelligence (AI) by utilizing the face_recognition function in Python and implementing a microservice architecture to improve efficiency and accuracy in attendance recording. The system is developed using the Agile Feature-Driven Development (FDD) method, which focuses on building system features based on prioritized business values. This method is applied within the Software Development Life Cycle (SDLC) to ensure a structured, iterative, and user-oriented development process. Facial recognition is performed by comparing the encoding of the captured face image with the data stored in the database. The results show that the system is capable of recording attendance automatically, accurately, and in real-time. Furthermore, the recapitulation process becomes more efficient as the system manages and presents the data systematically.

Keywords

Attendance; Artificial Intelligence; Face Recognition; Microservice; Agile

How to Cite

Wibowo, et al. (2025). Rancang bangun sistem presensi berbasis artificial intelligence menggunakan microservice pada flask. IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, 4(3). https://doi.org/10.24246/itexplore.v4i3.2025.pp334-351

Wibowo, Andrean Vini Bimo Arya; Yeremia Alfa Susetyo, "Rancang bangun sistem presensi berbasis artificial intelligence menggunakan microservice pada flask," IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, vol. 4, no. 3, 2025.

Wibowo, Andrean Vini Bimo Arya; Yeremia Alfa Susetyo. "Rancang bangun sistem presensi berbasis artificial intelligence menggunakan microservice pada flask." IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, vol. 4, no. 3, 2025.

Wibowo, et al. (2025) 'Rancang bangun sistem presensi berbasis artificial intelligence menggunakan microservice pada flask', IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, 4(3). doi: 10.24246/itexplore.v4i3.2025.pp334-351.

Wibowo, Andrean Vini Bimo Arya; Yeremia Alfa Susetyo. Rancang bangun sistem presensi berbasis artificial intelligence menggunakan microservice pada flask. IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi. 2025;4(3).

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