This paper reports the results from a sensor-free detector of mind wandering during an online reading task. Features consisted of reading behaviors (e.g., reading time) and textual features (e.g., level of difficulty) extracted from self-paced reading log files. Supervised machine learning was applied to two datasets in order to predict if…

One of the major shifts in education today under the influence of information and communication technologies is that there is an increased tendency toward the use of computers and Internet. The process of ICT integration in schools reaches a considerable level of maturity and teachers and students are optimizing the learning opportunities with the…