<![CDATA[PT Astral Permai is a service company specializing in outsourcing. The company supplies personnel across various sectors to client companies under written agreements. Currently, PT Astral Permai’s attendance tracking system relies on manual recording; monthly records are submitted to the head office by supervisors from each department. Attendance tracking is a crucial component of employee performance evaluation. Adhering to company regulations regarding arrival and departure times, as well as the logging of permissions and leave, is an obligation for every employee. Therefore, the company should implement an accurate and effective attendance system that benefits both the staff and the organization by ensuring precise data recapitulation. This research aims to design a web based online attendance application featuring GPS and face recognition capabilities, utilizing the K Nearest Neighbor (KNN) algorithm for user identity verification. The application is developed using PHP and JavaScript, following the Waterfall system development methodology. This system facilitates easier attendance data recapitulation for both employees and the company, eliminating the need for manual, paper based record keeping.]]>
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