Case-based reasoning for context-aware solutions supporting personalised asthma management
Conference paper
Quinde, M., Khan, N. and Augusto, J. 2019. Case-based reasoning for context-aware solutions supporting personalised asthma management. 18th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2019). Zakopane, Poland 16 - 20 Jun 2019 Springer. pp. 260-270 https://doi.org/10.1007/978-3-030-20915-5_24
Type | Conference paper |
---|---|
Title | Case-based reasoning for context-aware solutions supporting personalised asthma management |
Authors | Quinde, M., Khan, N. and Augusto, J. |
Abstract | Context-aware solutions have the potential to address the personalisation required for implementing asthma management plans. However, they have limitations to aid people with asthma when their triggers and symptoms are poorly known or changing. Case-Based Reasoning can address these limitations as it can effectively deal with personal constraints in problems that involve evolving context adaptation. This research work proposes to use Case-Based Reasoning together with Context-Aware Reasoning to aid the personalisation of asthma management plans at specific stages of the condition when the triggers and symptoms are not completely known or evolving. The proposal was implemented and evaluated using historical weather and air pollution data and two control cases that were defined based on a set of interviews. Finally, the benefits and challenges of the proposal are presented and analysed based on the results of the evaluation. |
Language | English |
Conference | 18th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2019) |
Page range | 260-270 |
ISSN | 0302-9743 |
ISBN | |
Hardcover | 9783030209148 |
Publisher | Springer |
Publication dates | |
20 Jul 2019 | |
Online | 27 May 2019 |
Additional information | Paper published as: |
Research Group | Artificial Intelligence group |
Accepted author manuscript | |
Copyright Statement | The final authenticated version is available online at https://doi.org/10.1007/978-3-030-20915-5_24 |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-030-20915-5_24 |
Publication process dates | |
Deposited | 13 May 2019 |
Accepted | 11 Apr 2019 |
Output status | Published |
Book title | Artificial Intelligence and Soft Computing: 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16–20, 2019, Proceedings, Part II |
https://repository.mdx.ac.uk/item/8843z
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