Assessment of Task Engagement using Brain Computer Interface Technology

PJ McCullagh, G Lightbody, Leo Galway, CP Brennan, D Trainor

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Abstract

The electrical activity of the brain can be quantified by measuring the electroencephalogram (EEG), a technology that underpins emerging commercial Brain Computer Interface (BCI) devices. The EEG can be used to directly assess measures of brain function: sensory, motor and cognitive processes. In this paper we assess the readiness of this technology for application to teaching and learning. We propose a hybrid BCI methodology that can be used to gather EEG metrics during an immersive control task. The changes in EEG provide objective measures regarding user engagement with the task. When used in conjunction with eye tracking technology, a hybrid BCI offers the potential of exploring learning at a more granular level.
Original languageEnglish
Title of host publicationUnknown Host Publication
PublisherIOS Press
Pages244-251
Number of pages8
DOIs
Publication statusPublished - 2015
Event11th International Conference on Intelligent Environments - Prague, Czech Republic
Duration: 1 Jan 2015 → …

Workshop

Workshop11th International Conference on Intelligent Environments
Period1/01/15 → …

Keywords

  • Immersion
  • Task
  • Engagement
  • Brain Computer Interface
  • Eye gaze

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  • Cite this

    McCullagh, PJ., Lightbody, G., Galway, L., Brennan, CP., & Trainor, D. (2015). Assessment of Task Engagement using Brain Computer Interface Technology. In Unknown Host Publication (pp. 244-251). IOS Press. https://doi.org/10.3233/978-1-61499-530-2-244