1 - Edge Computing Architecture
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Data Acquisition Module: Collects raw signals from sensors in real time.
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Preprocessing Module: Filters noise, corrects anomalies, and formats data consistently.
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Local Analysis Module: Runs lightweight algorithms for immediate feedback (e.g., high-stress alerts).
2 - Real-Time Analysis Modules
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Functionality: Provide instant readouts (e.g., detecting a student’s sudden drop in attention).
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Algorithms: Classify states such as focus, distraction, or stress.
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User Feedback: Prompt visual or audible alerts for teachers to intervene promptly.