Title
A Human-in-The-Loop Context-Aware System Allowing the Application of Case-Based Reasoning for Asthma Management
Date Issued
01 January 2019
Access level
open access
Resource Type
conference paper
Author(s)
Publisher(s)
Springer Verlag
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).
Start page
125
End page
140
Volume
11582 LNCS
Language
English
OCDE Knowledge area
Ingeniería médica
Biotecnología médica
Subjects
Scopus EID
2-s2.0-85069826244
ISBN
9783030222185
ISSN of the container
03029743
ISBN of the container
978-303022218-5
DOI of the container
10.1007/978-3-030-22219-2_10
Conference
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Source funding
Asthma UK
J.C. Augusto
Sponsor(s)
We thank Asthma UK for spreading the questionnaire (Section 3.1), among their representative network of people with asthma and carers. The Context and Context-awareness definitions in Section 1were provided by J.C. Augusto.
Sources of information:
Directorio de Producción Científica
Scopus