Validation Techniques for Sensor Data in Mobile Health Applications
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Título: | Validation Techniques for Sensor Data in Mobile Health Applications |
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Autor/es: | Pires, Ivan Miguel | Garcia, Nuno M. | Pombo, Nuno | Flórez-Revuelta, Francisco | Díaz Rodríguez, Natalia |
Grupo/s de investigación o GITE: | Informática Industrial y Redes de Computadores |
Centro, Departamento o Servicio: | Universidad de Alicante. Departamento de Tecnología Informática y Computación |
Palabras clave: | Mobile applications | Data validation algorithms | Sensor data | Health applications |
Área/s de conocimiento: | Arquitectura y Tecnología de Computadores |
Fecha de publicación: | 2016 |
Editor: | Hindawi Publishing Corporation |
Cita bibliográfica: | Journal of Sensors. 2016, Article ID 2839372, 9 pages. doi:10.1155/2016/2839372 |
Resumen: | Mobile applications have become a must in every user’s smart device, and many of these applications make use of the device sensors’ to achieve its goal. Nevertheless, it remains fairly unknown to the user to which extent the data the applications use can be relied upon and, therefore, to which extent the output of a given application is trustworthy or not. To help developers and researchers and to provide a common ground of data validation algorithms and techniques, this paper presents a review of the most commonly used data validation algorithms, along with its usage scenarios, and proposes a classification for these algorithms. This paper also discusses the process of achieving statistical significance and trust for the desired output. |
Patrocinador/es: | This work was supported by FCT project UID/EEA/50008/2013 (Este trabalho foi suportado pelo projecto FCT UID/EEA/50008/2013). The authors would also like to acknowledge the contribution of the COST Action IC1303 Architectures, Algorithms and Protocols for Enhanced Living Environments (AAPELE). |
URI: | http://hdl.handle.net/10045/58526 |
ISSN: | 1687-725X (Print) | 1687-7268 (Online) |
DOI: | 10.1155/2016/2839372 |
Idioma: | eng |
Tipo: | info:eu-repo/semantics/article |
Derechos: | © 2016 Ivan Miguel Pires et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
Revisión científica: | si |
Versión del editor: | http://dx.doi.org/10.1155/2016/2839372 |
Aparece en las colecciones: | INV - I2RC - Artículos de Revistas INV - AmI4AHA - Artículos de Revistas |
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2016_Pires_etal_JSensors.pdf | 1,4 MB | Adobe PDF | Abrir Vista previa | |
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