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TitleAssess and enhancing attention in learning activities
Author(s)Durães, Dalila
Bajo, Javier
Novais, Paulo
KeywordsAmbient intelligent system
Learning activities
Learning styles
Innovative environment
Issue date2018
JournalAdvances in Intelligent Systems and Computing
CitationDurães D., Bajo J., Novais P., Assess and Enhancing Attention in Learning Activities. In: Auer M., Guralnick D., Simonics I. (eds) Teaching and Learning in a Digital World. ICL 2017, Springer - Advances in Intelligent Systems and Computing, Vol 715, ISSN 2194-5357, ISBN 9783319401133, pp 803-811, 2017.
Abstract(s)The rapid progress of technologies has enabled the development of innovative environment in learning activities when the student used computer devices with access to Internet. The goal of this paper is to propose an ambient intelligent (AmI) system, directed at the teacher that indicates the level of attention of the students in the class when it requires the use of the computer connected to the Internet. This AmI system captures, measures, and supervises the interaction of each student with the computer (or laptop) and indicates the level of attention of students in the activities proposed by the teacher. When the teacher has big class, he/she can visualize in real time the level of engagement of the students in the proposed activities and act accordingly when necessary. Measurements of attention level are obtained by a proposed model, and user for training a decision support system that in a real scenario makes recommendations for the teachers so as to prevent undesirable behaviour and change the learning styles.
TypeConference paper
Publisher version
AccessOpen access
Appears in Collections:CAlg - Artigos em livros de atas/Papers in proceedings

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