Papers by Jayantika Mehta
bioRxiv (Cold Spring Harbor Laboratory), Sep 22, 2022
Recognizing and monitoring students' attention during learning is crucial to successful knowledge... more Recognizing and monitoring students' attention during learning is crucial to successful knowledge acquisition since it influences cognitive function. As a result, gaining a precise picture of a learner's mental state may enable interactive learning systems to alter tutoring content, devise effective help tactics, and improve learning outcomes. In computer-based learning environments, keeping track of students' mental states is vital. Investigating the feasibility of utilizing active learning in enhancing student engagement index when exposed to various visual stimuli is the genesis of this work. The research includes collecting EEG data from 20 participants (ten males, ten females) while resting and being subjected to various virtual infotainment/educational content. The EEG data were collected using the Allengers Neuro PLOT, a 40channel wet electrode system. The work includes raw and pre-processed EEG data under quiescent and audiovisual continuous cues. The recorded data is accommodated by a sophisticated EEG data preprocessing pipeline and will be available to the research community for usage.
Recognizing and monitoring students’ attention during learning is crucial to successful knowledge... more Recognizing and monitoring students’ attention during learning is crucial to successful knowledge acquisition since it influences cognitive function. As a result, gaining a precise picture of a learner’s mental state may enable interactive learning systems to alter tutoring content, devise effective help tactics, and improve learning outcomes. In computer-based learning environments, keeping track of students’ mental states is vital. Investigating the feasibility of utilizing active learning in enhancing student engagement index when exposed to various visual stimuli is the genesis of this work. The research includes collecting EEG data from 20 participants (ten males, ten females) while resting and being subjected to various virtual infotainment/educational content. The EEG data were collected using the Allengers Neuro PLOT, a 40-channel wet electrode system. The work includes raw and pre-processed EEG data under quiescent and audio-visual continuous cues. The recorded data is acco...
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Papers by Jayantika Mehta