Using Sensor Technology As An Observation Tool.
Using Sensor Technology As An Observation Tool.
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Estimating Cognitive Load Using Eye-trackers and Thermal-Camera
Estimating Cognitive Load Using Eye-trackers and Thermal-Camera
Large scale user studies (N = 100); descriptive analytics; statistical Inferences; novel feature engineering
Improving Reading Experience Using Eye-Trackers
Improving Reading Experience Using Eye-Trackers
Mobile and desktop user study; Tobii Eye-tracker; machine learning models; novel eye-tracking features; Industry collaboration
Designing Automatic Task Simplification Systems Using Eye-Trackers
Designing Automatic Task Simplification Systems Using Eye-Trackers
Crowd-sourcing; novel system design; ESL participants; international collaboration
Analyzing Digital Footprints To Support Decision-Making.
Analyzing Digital Footprints To Support Decision-Making.
Identifying Self-Regulated Learning Strategies in Essay-Writing
Identifying Self-Regulated Learning Strategies in Essay-Writing
Large scale field study (N = 253); international collaboration; data mining and statistical inferences
Analysis of Task Difficulty Sequences in STEM Education using Learning Analytics
Analysis of Task Difficulty Sequences in STEM Education using Learning Analytics
Best paper nominee research in AIED; statistical analysis using L-stat; proposed unique solutions; invited to write a book chapter
Towards Informed Curriculum Decision Making in Higher Education
Towards Informed Curriculum Decision Making in Higher Education
Faculty-wide research; 7 Million+ records of students; suggested solutions adopted by Faculty of Information Technology for improving teaching practices.
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