Holistic Reasoning on Quality of Life Dimensions Based on Mobile apps with Ontology
Resumo
To integrate the information about diverse QoL dimensions and enable the specification of a holistic process of reasoning that can improve the effectiveness of interventions, we explore the integration of different QoL aspects in the form of an ontological model, presenting associations between their concepts that should be considered together when inferences are made, since they are usually intrinsically related and would not be complete when separately analysed. These dimensions will be studied from a selected bundle of iOS and Android mobile apps within QoL aspects of Diet, Emotional,
Referências
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Burgdorf, A., Güthe, I., Jovanović, M., Kutafina, E., Kohlschein, C., Bitsch, J. Á. and Jonas, S. M. (2018) “The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices”. Computers in biology and medicine, 103, 8-16.
Caudwell, P., Hopkins, M., King, N. A., Stubbs, R. J., & Blundell, J. E. (2009) “Exercise alone is not enough: weight loss also needs a healthy (Mediterranean) diet?”. Public health nutrition, 12(9A), 1663-1666.
Ciman, M. and Wac, K. (2016) “Individuals’ stress assessment using human-smartphone interaction analysis”. IEEE Transactions on Affective Computing, 9(1), 51-65.
Degbelo, A. (2017) “A snapshot of ontology evaluation criteria and strategie”. In Proceedings of the 13th International Conference on Semantic Systems (pp. 1-8).
Fallaize, R., Franco, R. Z., Pasang, J., Hwang, F., & Lovegrove, J. A. (2019) “Popular Nutrition-Related Mobile Apps: An Agreement Assessment Against a UK Reference Method”. JMIR mHealth and uHealth, 7(2), e9838.
Gill, T. M. and Feinstein, A. R. (1994) “A critical appraisal of the quality of quality-of-life measurements”. Jama, 272(8), 619-626.
Gruber, T. R. (1993) “A translation approach to portable ontology specifications”. Knowledge acquisition, 5(2), 199-221.
Lane, N. D. and Georgiev, P. (2015) “Can deep learning revolutionize mobile sensing?”, In Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications (pp. 117-122).
Manea, V. and Wac, K. (2018) “mQoL: mobile quality of life lab: from behavior change to QoL”. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers (pp. 642-647).
Martinez, P. M. (1998) “An introduction to the concept of “quality of life in Parkinson’s disease”.” Journal of neurology, 245(1), S2-S6.
Miller, W. C., Koceja, D. M. and Hamilton, E. J. (1997) “A meta-analysis of the past 25 years of weight loss research using diet, exercise or diet plus exercise intervention.” International journal of obesity, 21(10), 941-947.
Noy, N. F. and McGuinness, D. L. (2001) “Ontology development 101: A guide to creating your first ontology”.
Park, S. and Jayaraman, S. (2003) “Enhancing the quality of life through wearable technology”. IEEE Engineering in medicine and biology magazine, 22(3), 41-48.
Peart, D. J., Balsalobre, C. F. and Shaw, M. P. (2019) “Use of mobile applications to collect data in sport, health, and exercise science: a narrative review.” The Journal of Strength & Conditioning Research, 33(4), 1167-1177.
Snae, C. and Brüeckner, M. (2007) ”Ontology-driven e-learning system based on roles and activities for Thai learning environment”. Interdisciplinary Journal of E-Learning and Learning Objects, 3(1), 1-17.
Wac, K. (2018) “From quantified self to quality of life”. In Digital Health (pp. 83-108). Springer, Cham.
Wac, K. et al. (2015a) “Quality of life technologies: Experiences from the field and key challenges”. IEEE Internet Computing, 19(4), 28-35.
Wac, K. et al. (2015b) “mQoL: Experiences of the 'Mobile Communications and Computing for Quality of Life'”, Living Lab, 10.1109/HealthCom.2015.7454494.
Burgdorf, A., Güthe, I., Jovanović, M., Kutafina, E., Kohlschein, C., Bitsch, J. Á. and Jonas, S. M. (2018) “The mobile sleep lab app: An open-source framework for mobile sleep assessment based on consumer-grade wearable devices”. Computers in biology and medicine, 103, 8-16.
Caudwell, P., Hopkins, M., King, N. A., Stubbs, R. J., & Blundell, J. E. (2009) “Exercise alone is not enough: weight loss also needs a healthy (Mediterranean) diet?”. Public health nutrition, 12(9A), 1663-1666.
Ciman, M. and Wac, K. (2016) “Individuals’ stress assessment using human-smartphone interaction analysis”. IEEE Transactions on Affective Computing, 9(1), 51-65.
Degbelo, A. (2017) “A snapshot of ontology evaluation criteria and strategie”. In Proceedings of the 13th International Conference on Semantic Systems (pp. 1-8).
Fallaize, R., Franco, R. Z., Pasang, J., Hwang, F., & Lovegrove, J. A. (2019) “Popular Nutrition-Related Mobile Apps: An Agreement Assessment Against a UK Reference Method”. JMIR mHealth and uHealth, 7(2), e9838.
Gill, T. M. and Feinstein, A. R. (1994) “A critical appraisal of the quality of quality-of-life measurements”. Jama, 272(8), 619-626.
Gruber, T. R. (1993) “A translation approach to portable ontology specifications”. Knowledge acquisition, 5(2), 199-221.
Lane, N. D. and Georgiev, P. (2015) “Can deep learning revolutionize mobile sensing?”, In Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications (pp. 117-122).
Manea, V. and Wac, K. (2018) “mQoL: mobile quality of life lab: from behavior change to QoL”. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers (pp. 642-647).
Martinez, P. M. (1998) “An introduction to the concept of “quality of life in Parkinson’s disease”.” Journal of neurology, 245(1), S2-S6.
Miller, W. C., Koceja, D. M. and Hamilton, E. J. (1997) “A meta-analysis of the past 25 years of weight loss research using diet, exercise or diet plus exercise intervention.” International journal of obesity, 21(10), 941-947.
Noy, N. F. and McGuinness, D. L. (2001) “Ontology development 101: A guide to creating your first ontology”.
Park, S. and Jayaraman, S. (2003) “Enhancing the quality of life through wearable technology”. IEEE Engineering in medicine and biology magazine, 22(3), 41-48.
Peart, D. J., Balsalobre, C. F. and Shaw, M. P. (2019) “Use of mobile applications to collect data in sport, health, and exercise science: a narrative review.” The Journal of Strength & Conditioning Research, 33(4), 1167-1177.
Snae, C. and Brüeckner, M. (2007) ”Ontology-driven e-learning system based on roles and activities for Thai learning environment”. Interdisciplinary Journal of E-Learning and Learning Objects, 3(1), 1-17.
Wac, K. (2018) “From quantified self to quality of life”. In Digital Health (pp. 83-108). Springer, Cham.
Wac, K. et al. (2015a) “Quality of life technologies: Experiences from the field and key challenges”. IEEE Internet Computing, 19(4), 28-35.
Wac, K. et al. (2015b) “mQoL: Experiences of the 'Mobile Communications and Computing for Quality of Life'”, Living Lab, 10.1109/HealthCom.2015.7454494.
Publicado
15/09/2020
Como Citar
CAVACO, Isabela; SIEBRA, Clauirton.
Holistic Reasoning on Quality of Life Dimensions Based on Mobile apps with Ontology. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO APLICADA À SAÚDE (SBCAS), 20. , 2020, Evento Online.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2020
.
p. 440-445.
ISSN 2763-8952.
DOI: https://doi.org/10.5753/sbcas.2020.11537.
