Artículo
Data curation in the Internet of Things: A decision model approach
Autor/es | Haro Olmo, Francisco José de
Valencia Parra, Álvaro Varela Vaca, Ángel Jesús Álvarez Bermejo, José Antonio |
Departamento | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos |
Fecha de publicación | 2021 |
Fecha de depósito | 2022-07-18 |
Publicado en |
|
Resumen | Current Internet of Things (IoT) scenarios have to deal with many challenges
especially when a large amount of heterogeneous data sources are integrated,
that is, data curation. In this respect, the use of poor-quality ... Current Internet of Things (IoT) scenarios have to deal with many challenges especially when a large amount of heterogeneous data sources are integrated, that is, data curation. In this respect, the use of poor-quality data (i.e., data with problems) can produce terrible consequence from incorrect decision-making to damaging the performance in the operations. Therefore, using data with an acceptable level of usability has become essential to achieve success. In this article, we propose an IoT-big data pipeline architecture that enables data acqui sition and data curation in any IoT context. We have customized the pipeline by including the DMN4DQ approach to enable us the measuring and evaluat ing data quality in the data produced by IoT sensors. Further, we have chosen a real dataset from sensors in an agricultural IoT context and we have defined a decision model to enable us the automatic measuring and assessing of the data quality with regard to the usability of the data in the context |
Agencias financiadoras | Ministerio de Ciencia Y Tecnología (MCYT). España |
Identificador del proyecto | RTI2018-094283-B-C33 |
Cita | Haro Olmo, F.J.d., Valencia Parra, Á., Varela Vaca, Á.J. y Álvarez Bermejo, J.A. (2021). Data curation in the Internet of Things: A decision model approach. Computational and Mathematical Methods, 3 (6, Art. nº e1191) |
Ficheros | Tamaño | Formato | Ver | Descripción |
---|---|---|---|---|
Data Curation in the Internet ... | 2.061Mb | [PDF] | Ver/ | |