Now showing items 1-4 of 4
Using Mouse and Keyboard Dynamics to Detect Cognitive Stress During Mental Arithmetic
(Springer International Publishing, 2015)
To build a personalized e-learning system that can deliver adaptive learning content based on student’s cognitive effort and efficiency, it is important to develop a construct that can help measuring perceived mental state, ...
Detecting Cognitive Stress from Keyboard and Mouse Dynamics during Mental Arithmetic
Much research has been done to detect human emotion using various computational methods, such as physiological measures and facial expression recognition. These methods are effective but they could be expensive or intrusive ...
Detecting Emotional Stress during Typing Task with Time Pressure
Automated stress detection is important in developing adaptive e-learning systems. Empirical evidence suggests that mouse dynamics and keyboard dynamics analyses can be both effective in user behaviour modelling as well ...
Exploring Direct Learning Instruction and External Stimuli Effects on Learner's States and Mouse/Keystroke Behaviours
A modern Intelligent Tutoring System (ITS) should be sentient of learner's cognitive and affective states, as learner’s performance could be affected by motivational and emotional factors. It is important to design a ...