Technological Support for the needs of personalized training

We present the conceptual design of an e-Learning framework that makes use of an advanced technology in support of the personalized training of young people. This concept builds on the integration of novel functionality that implements an automated objective evaluation of the cognitive effort, the d...

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Bibliographic Details
Main Authors: Markova, Valentina Ilieva, Ganchev, Todor Dimitrov
Format: Conference Proceeding
Language:English
Subjects:
attention
automated detection
cognitive effort
emotions
Physiological signals
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Summary:We present the conceptual design of an e-Learning framework that makes use of an advanced technology in support of the personalized training of young people. This concept builds on the integration of novel functionality that implements an automated objective evaluation of the cognitive effort, the degree of attention and concentration, the emotional condition, and the stress level of a trainee, based on physiological signal processing. Such an awareness helps for the automated adaptation of the training process to the personality traits and to the momentary capacity of each trainee. Such a novel technology allows the development of intelligent training applications that adapt to the momentary capacity of the trainee to comprehend and advance with the current tasks and help towards the optimization of the learning outcome. Such a concept also offers new opportunities for the development of more engaging and more efficient training process and the design of an universally accessible interfaces.
ISSN:2472-7687
DOI:10.1109/EAEEIE46886.2019.9000468