Offering smarter learning support through the use of biometrics

Dafoulas, George ORCID: https://orcid.org/0000-0003-2638-8771, Samuels-Clarke, Jerome, Maia, Cristiano Cardoso ORCID: https://orcid.org/0000-0001-5487-2478, Ali, Almaas and Tsiakara, Ariadni (2019) Offering smarter learning support through the use of biometrics. Proceedings: 26th International Conference on Telecommunications, Hanoi, Vietnam, 2019, pp. 270-274.. In: 2019 26th International Conference on Telecommunications (ICT), 08-10 Apr 2019, Hanoi, Vietnam. pbk-ISBN 9781728102740, e-ISBN 9781728102733. (doi:10.1109/ICT.2019.8798863)

Abstract

The Internet of Things (IoT) has evolved into a mainstream keyword describing the use of interconnected device for data transfer. The authors present their current research study that aims at collecting biometric data from learners and using them for providing innovative feedback for a number of learning tasks. The paper discusses how measuring Galvanic Skin Response heartbeat rate and voice patterns can help to provide an alternative type of learner support. The discussion also covers how biometrics data are filtered by applying a number of profiling techniques to classify learners in different groupings. The paper also briefly touches on hardware aspects of the work carried out, as well as analysis of data sets from a student cohort.

Item Type: Conference or Workshop Item (Paper)
Research Areas: A. > School of Science and Technology
Item ID: 29073
Useful Links:
Depositing User: Jerome Samuels-Clarke
Date Deposited: 06 Apr 2020 07:56
Last Modified: 12 May 2020 14:38
URI: https://eprints.mdx.ac.uk/id/eprint/29073

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