To optimize system performance and insights, data sources are categorized by priority.
1 - Essential Data Streams
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Behavioral Data: Real-time attention metrics from cameras, eye-tracking, and LMS logs.
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Biological Data: Heart rate, temperature, EEG for high-value insights into learner engagement.
2 - Supplementary Data Streams
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Environmental Data: Noise levels, air quality, and ambient light.
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Social-Emotional Data: Collaboration metrics and emotional self-assessments.
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Extracurricular Data: Participation and achievements outside the classroom.