Abstract
Ambient Assisted Living (AAL) aims to improve the people’s quality of life, especially vulnerable groups, with the support of information technologies, increasing the autonomy, self-confidence and mobility of the users in their daily activities. Hence, it is essential to know the end-user's opinion about the perceived quality when using an AAL system in terms of the degree of satisfaction of their real needs and achieved objectives. However, since AAL is a relatively new domain, existing quality models are limited, with an incomplete set of attributes and metrics. Therefore, this research proposes a quality in use model for AAL systems focused on the followings characteristics: effectiveness, efficiency, satisfaction, freedom from risk, and context coverage; and their corresponding metrics adjusted to the AAL domain. Finally, the proposed model has been applied as a guideline during the evaluation of an intelligent pillbox. The results of this application have proven that this model is a valuable tool for evaluating the results and effects of using an AAL system from the perspectives of either a primary user (e.g., elderly people, people with special needs, patients) or a secondary user (e.g., family, caregivers). Consequently, it identifies essential aspects that contribute to improving the quality of those systems.
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References
Calvaresi, D., Cesarini, D., Sernani, P., Marinoni, M., Dragoni, A., Sturm, A.: Exploring the ambient assisted living domain: a systematic review. Ambient Intell. Hum. Comput. 8(2), 239–257 (2017)
AAL-Europe - Active and Assisted Living Programme. https://www.aal-europe.eu/about/, Accessed 19 May 2020
Department of Economic and Social Affairs Population Division: World population ageing 2015. United Nations, New York, USA (2015)
McNaull, J., Augusto, J., Mulvenna, M., McCullagh, P.: Data and information quality issues in ambient assisted living systems. Data Inf. Qual. 4(1), 1–15 (2012)
Memon, M., Wagner, S., Pedersen, C., Beevi, F.: Ambient assisted living healthcare frameworks, platforms, standards, and quality attributes. Sensors 14(3), 4312–4341 (2014)
Covella, G., Olsina, L.: Assessing quality in use in a consistent way. In: 6th International Conference on Web Engineering, pp. 1–8 (2006).
Garcés, L., Ampatzoglou, A., Avgeriou, P., Nakagawa, E.: Quality attributes and quality models for ambient assisted living software systems: a systematic mapping. Inf. Soft. Technol. 82, 121–138 (2017)
Erazo-Garzon, L., Erraez, J., Cedillo, P., Illescas-Peña, L.: Quality assessment approaches for ambient assisted living systems: a systematic review. In: Botto-Tobar, M., Vizuete, M.Z., Torres-Carrión, P., León, S.M., Vásquez, G.P., Durakovic, B. (eds.) ICAT 2019. CCIS, vol. 1193, pp. 421–439. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-42517-3_32
European Commission - Ambient Assisted Living - Preparation of an Art. 169-Initiative. https://cordis.europa.eu/project/rcn/71922/factsheet/en, Accessed 19 May 2020
ISO/IEC 25010:2011. https://iso25000.com/index.php, Accessed 19 May 2020
Garcés, L., Oquendo, F., Nakagawa, E.: A quality model for AAL software systems. In: 29th International Symposium on Computer-Based Medical Systems, pp. 175–180 (2016)
Salvi, D., Montalvá Colomer, J., Arredondo, M., Prazak-Aram, B., Mayer, C.: A framework for evaluating ambient assisted living technologies and the experience of the UniversAAL project. Ambient Intell. Smart Environ. 7, 329–352 (2015)
Mavridis, A., Katriou, S.A., Koumpis, A.: An evaluation framework for EU research and development e-Health projects’ systems. In: Weerasinghe, D. (ed.) eHealth 2008. LNICSSITE, vol. 0001, pp. 9–16. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-00413-1_2
ISO/IEC 14598:1998. https://www.iso.org, Accessed 19 May 2020
ISO/IEC 9126:2001. https://www.iso.org, Accessed 19 May 2020
Omerovic, A., Kofod-Petersen, A., Solhaug, B., Svagård, I.: Elicitation of quality characteristics for AAL systems and services. Ambient Intell.-Softw. Appl. 219, 95–104 (2013)
Vitaletti, A., Puglia, S.: System overview of next-generation remote healthcare. In: Systems Design for Remote Healthcare, pp. 31–53 (2014)
Bitelli, C., Desideri, L., Malavasi, M.: A quality model for service delivery in AAL and AT provision. In: Andò, B., Siciliano, P., Marletta, V., Monteriù, A. (eds.) Ambient Assisted Living. BB, vol. 11, pp. 3–10. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-18374-9_1
Nazário, D., Todesco, J., Dantas, M., Tromel, I., Neto, A.: A quality of context evaluating approach in an ambient assisted living e-Health system. In: 16th International Conference on e-Health Networking, Applications and Services, pp. 158–163 (2014)
Sanchez-Pi, N., Carbó, J., Molina, J.: An evaluation method for context–aware systems in u-Health. Ambient Intell.-Softw. Appl. 153, 219–226 (2012)
Becker, P., Lew, P., Olsina, L.: Specifying process views for a measurement, evaluation, and improvement strategy. In: Advances in Software Engineering (2012)
Erazo-Garzon, L., Erraez, J., Illescas-Peña, L., Cedillo, P.: A Data Quality Model for AAL Systems. In: Efraín Fonseca, C., Morales, G.R., Cordero, M.O., Botto-Tobar, M., Martínez, E.C., León, A.P. (eds.) TICEC 2019. AISC, vol. 1099, pp. 137–152. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-35740-5_10
Solís, W.V., Cedillo, P., Parra, J., Guevara, A.: Intelligent pillbox: evaluating the user perceptions of elderly people. In: 26th International Conference on Information Systems Development (2017)
Acknowledgements
This study is part of the research projects: i) Run-time model-based self-awareness middleware for Internet of Things eco-systems, LIDI - Universidad del Azuay; ii) Fog Computing applied to monitoring devices used in assisted living environments; Case study: platform for the elderly, XVII DIUC Call for Research Projects. Thus, we thank Universidad del Azuay and Universidad de Cuenca for their support.
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Erazo-Garzon, L., Illescas-Peña, L., Cedillo, P. (2021). A Quality in Use Model for Ambient Assisted Living (AAL) Systems. In: Botto-Tobar, M., Montes León, S., Camacho, O., Chávez, D., Torres-Carrión, P., Zambrano Vizuete, M. (eds) Applied Technologies. ICAT 2020. Communications in Computer and Information Science, vol 1388. Springer, Cham. https://doi.org/10.1007/978-3-030-71503-8_50
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