A Human-in-The-Loop context-aware system allowing the application of case-based reasoning for asthma management
Conference paper
Quinde, M., Khan, N., Augusto, J. and Van Wyk, A. 2019. A Human-in-The-Loop context-aware system allowing the application of case-based reasoning for asthma management. Duffy, V. (ed.) 21st International Conference on Human-Computer Interaction (HCI International 2019). Orlando, USA 26 - 31 Jul 2019 Springer. pp. 125-140 https://doi.org/10.1007/978-3-030-22219-2_10
Type | Conference paper |
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Title | A Human-in-The-Loop context-aware system allowing the application of case-based reasoning for asthma management |
Authors | Quinde, M., Khan, N., Augusto, J. and Van Wyk, A. |
Abstract | Determining the asthma health status of a person is a relevant task in the application of context-awareness and case-based reasoning for asthma management. As there are no devices that can track the asthma health status of a person constantly, it is necessary to use a Human-in-The-Loop (HiTL) approach for creating a solution able to associate their health status with context-related data. This research work proposes a system that implements the Asthma Control Questionnaire (ACQ) for determining the asthma health status of a person. The system links this health status to context-related data the person is exposed and creates the cases to be used by the CBR component of the system. The system is then evaluated by users from a usability perspective through the Health IT Usability Evaluation Model (Health-ITUEM). |
Keywords | Context-awareness; Case-based reasoning; Asthma management; Personalisation; Mobile health |
Research Group | Research Group on Development of Intelligent Environments |
Conference | 21st International Conference on Human-Computer Interaction (HCI International 2019) |
Page range | 125-140 |
Proceedings Title | Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Healthcare Applications: 10th International Conference, DHM 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26–31, 2019, Proceedings, Part II |
Series | Lecture Notes in Computer Science |
Editors | Duffy, V. |
ISSN | 0302-9743 |
Electronic | 1611-3349 |
ISBN | |
Paperback | 9783030222185 |
Electronic | 9783030222192 |
Publisher | Springer |
Publication dates | |
Online | 27 Jun 2019 |
28 Jul 2019 | |
Publication process dates | |
Deposited | 13 May 2019 |
Accepted | 03 Dec 2018 |
Output status | Published |
Accepted author manuscript | File Access Level Open |
Copyright Statement | This version of the paper has been accepted for publication, after peer review and is subject to Springer Nature’s AM terms of use (https://www.springernature.com/gp/open-research/policies/accepted-ma...), but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. |
Additional information | Paper published as: |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-030-22219-2_10 |
Scopus EID | 2-s2.0-85069826244 |
Web of Science identifier | WOS:001289313500010 |
Web address (URL) of conference proceedings | https://doi.org/10.1007/978-3-030-22219-2 |
Related Output | |
Has metadata | http://www.scopus.com/inward/record.url?eid=2-s2.0-85069826244&partnerID=MN8TOARS |
Language | English |
https://repository.mdx.ac.uk/item/8843x
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