Mobile-based Attendance Monitoring System Using Face Tagging Technology

Mariel Y. Cabrillas, Ruth G. Luciano, Maria Isidra P. Marcos, Jet C. Aquino, Ronnie Camilo F. Robles
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Abstract

Manual checking of attendance may lead to inconsistency of data inputs and may generate unreliable attendance result. Hence, Radio Frequency Identification (RFID) system has been developed to solve this problem, but it allows only checking student’s attendance as they enter and exit the school premise only. In consequence, teachers in every subject still need to check and monitor students’ attendance manually. Nevertheless, due to a usual large number of students entering and existing the school premise as they are tapping their RFID card, there is always a possibility of proxy attendance. Thus, Mobile-Based Attendance Monitoring System Using Face Tagging Technology (MBAMSUFTT) was developed to provide an attendance monitoring system through biometric authentication such as face recognition. The system serves as a tool for teachers to check and monitor student’s attendance in most reliable and accurate way using their smart phones. The MBAMSUFTT generates attendance report intended for close monitoring and printing of student’s attendance result. But the reliability of the attendance result (output) of the system depends on the quality of picture (input) sent by the user. Camera specification, ambiance lighting condition, and proper position of students while taking photo is exclusively required. The server and the mobile part can only run together if Wireless Fidelity is on, otherwise, monitoring will not be executed. As a developmental research, this study used the Agile Model based on System Development Life Cycle (SDLC) intended for building a project that can adapt to change requests quickly. The MBAMSUFTT was evaluated based on the ISO/IEC 25010; MBAMSUFTT’s software quality characteristics by the IT experts, and its functionality, performance efficiency, and usability by the teachers. The analysis of the data revealed that the MBAMSUFTT serves its intended purpose in checking and monitoring students’ attendance per subject area with more accurate and reliable attendance results and has also met the ISO software quality standards.
基于人脸标记技术的手机考勤监控系统
手工考勤可能导致数据输入不一致,考勤结果不可靠。因此,为了解决这个问题,开发了无线射频识别(RFID)系统,但它只能在学生进出学校时检查学生的出勤情况。因此,各科教师仍然需要手工检查和监控学生的考勤情况。然而,由于通常会有大量学生在刷卡时进入校园,因此总是存在代出勤的可能性。因此,开发了基于人脸标记技术的移动考勤监控系统(MBAMSUFTT),通过人脸识别等生物特征认证提供考勤监控系统。该系统是教师使用智能手机最可靠、最准确地查询和监控学生出勤情况的工具。MBAMSUFTT生成出勤报告,用于密切监控和打印学生的出勤结果。但是系统考勤结果(输出)的可靠性取决于用户发送的图片(输入)的质量。仅要求相机规格,环境照明条件和学生拍照时的适当位置。服务器和移动部分只能在无线保真度开启的情况下一起运行,否则将不执行监控。作为一项发展性研究,本研究使用基于系统开发生命周期(SDLC)的敏捷模型来构建一个能够快速适应变更请求的项目。MBAMSUFTT基于ISO/IEC 25010进行评估;MBAMSUFTT的软件质量特征由IT专家负责,其功能、性能效率和可用性由教师负责。对数据的分析表明,MBAMSUFTT在检查和监测每个学科领域的学生出勤情况方面达到了预期的目的,出勤结果更加准确和可靠,也符合ISO软件质量标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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