Intarasirisawat, J;
Ang, CS;
Efstratiou, C;
Dickens, LWF;
Page, R;
(2019)
Exploring the Touch and Motion Features in Game-Based Cognitive Assessments.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
, 3
(3)
, Article 87. 10.1145/3351245.
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Abstract
Early detection of cognitive decline is important for timely intervention and treatment strategies to prevent further deterioration or development of more severe cognitive impairment, as well as identify at risk individuals for research. In this paper, we explore the feasibility of using data collected from built-in sensors of mobile phone and gameplay performance in mobile-game-based cognitive assessments. Twenty-two healthy participants took part in the two-session experiment where they were asked to take a series of standard cognitive assessments followed by playing three popular mobile games in which user-game interaction data were passively collected. The results from bivariate analysis reveal correlations between our proposed features and scores obtained from paper-based cognitive assessments. Our results show that touch gestural interaction and device motion patterns can be used as supplementary features on mobile game-based cognitive measurement. This study provides initial evidence that game related metrics on existing off-the-shelf games have potential to be used as proxies for conventional cognitive measures, specifically for visuospatial function, visual search capability, mental flexibility, memory and attention.
| Type: | Article |
|---|---|
| Title: | Exploring the Touch and Motion Features in Game-Based Cognitive Assessments |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1145/3351245 |
| Publisher version: | https://doi.org/10.1145/3351245 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices UCL > Provost and Vice Provost Offices > UCL SLASH UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of Arts and Humanities UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of Arts and Humanities > Dept of Information Studies |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10082588 |
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