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The Web of Things (IoT) is changing understudy execution following, empowering real-time, data-driven bits of knowledge into scholarly and behavioral measurements. IoT gadgets, such as RFID-based participation sensors, engagement cameras, and wearable gadgets, give nonstop information on students’ participation, interest, passionate state, and physical well-being. Natural sensors screen classroom conditions, connecting these components to understudy execution. Centralized information collection and cloud-based handling permit comprehensive examination of these measurements utilizing machine learning, making personalized input and mediation openings. Through dashboards, teachers can visualize participation patterns, engagement levels, and scholastic advance, accepting alarms when execution issues emerge. Get to controls and information encryption are two cases of security and security strategies that ensure understudy information is kept secure. By altering back to each student’s interesting needs and setting up a proactive, secure, and data-driven learning environment, this IoT-enabled procedure progresses instructive results.

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A Smart Sensory Driven Model to Track Student Performance and Enhance Educational Outcome

  • 会议论文

  • 发表日期：

    2026年

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  • Aritra Ghosh,
  • Arnav Adarsh,
  • Avinash Singh,
  • Lu Wang,
  • Danyu Mo,
  • Bharati Rathore

摘要

The Web of Things (IoT) is changing understudy execution following, empowering real-time, data-driven bits of knowledge into scholarly and behavioral measurements. IoT gadgets, such as RFID-based participation sensors, engagement cameras, and wearable gadgets, give nonstop information on students’ participation, interest, passionate state, and physical well-being. Natural sensors screen classroom conditions, connecting these components to understudy execution. Centralized information collection and cloud-based handling permit comprehensive examination of these measurements utilizing machine learning, making personalized input and mediation openings. Through dashboards, teachers can visualize participation patterns, engagement levels, and scholastic advance, accepting alarms when execution issues emerge. Get to controls and information encryption are two cases of security and security strategies that ensure understudy information is kept secure. By altering back to each student’s interesting needs and setting up a proactive, secure, and data-driven learning environment, this IoT-enabled procedure progresses instructive results.