Ardak Ayakoz
Education:
- First-year Master's Student, Graduate School of Science and Technology, Degree Programs in Systems and Information Engineering, University of Tsukuba
- Research Interest: Intelligent Tutoring Systems (ITS), Human-Computer Interaction (HCI), and Educational AI
Current Research:
A Multi-Subject AI-Based Intelligent Tutoring System
- Developing a state-aware AI tutor that "sees" a student's struggle through typing patterns.
- Using keystroke dynamics (speed, pauses, corrections) to detect cognitive states like confusion or fatigue without extra hardware.
- Building an Adaptive Feedback Engine to provide personalized, human-like hints in real-time.