IoT data quality issues and potential solutions: a literature review

T Mansouri, MR Sadeghi Moghadam… - The Computer …, 2023 - academic.oup.com
Abstract In the Internet of Things (IoT), data gathered from dozens of devices are the base for
creating business value and developing new products and services. If data are of poor …

Data quality and the Internet of Things

C Liu, P Nitschke, SP Williams, D Zowghi - Computing, 2020 - Springer
Abstract The Internet of Things (IoT) is driving technological change and the development of
new products and services that rely heavily on the quality of the data collected by IoT …

Data quality in internet of things: A state-of-the-art survey

A Karkouch, H Mousannif, H Al Moatassime… - Journal of Network and …, 2016 - Elsevier
Abstract In the Internet of Things (IoT), data gathered from a global-scale deployment of
smart-things, are the base for making intelligent decisions and providing services. If data are …

Data quality management in the internet of things

L Zhang, D Jeong, S Lee - Sensors, 2021 - mdpi.com
Nowadays, IoT is being used in more and more application areas and the importance of IoT
data quality is widely recognized by practitioners and researchers. The requirements for …

Characterizing IoT data and its quality for use

N Zubair, K Hebbar, Y Simmhan - arXiv preprint arXiv:1906.10497, 2019 - arxiv.org
The Internet of Things (IoT) is a cyber physical social system that encompasses science,
enterprise and societal domains. Data is the most important commodity in IoT, enabling the" …

Data quality and trust: Review of challenges and opportunities for data sharing in iot

J Byabazaire, G O'Hare, D Delaney - Electronics, 2020 - mdpi.com
Existing research recognizes the critical role of quality data in the current big-data and
Internet of Things (IoT) era. Quality data has a direct impact on model results and hence …

A systematic review of data quality in CPS and IoT for industry 4.0

A Goknil, P Nguyen, S Sen, D Politaki, H Niavis… - ACM Computing …, 2023 - dl.acm.org
The Internet of Things (IoT) and Cyber-Physical Systems (CPS) are the backbones of
Industry 4.0, where data quality is crucial for decision support. Data quality in these systems …

[HTML][HTML] Development and evaluation of Artificial Intelligence techniques for IoT data quality assessment and curation

L Martín, L Sánchez, J Lanza, P Sotres - Internet of Things, 2023 - Elsevier
Nowadays, data is becoming the new fuel for economic wealth and creation of novel and
profitable business models. Multitude of technologies are contributing to an abundance of …

Developing house of information quality framework for IoT systems

R Alrae, Q Nasir, M Abu Talib - International Journal of System Assurance …, 2020 - Springer
Abstract The Internet of Things (IoT) system deals with a large amount of data generated by
numerous sensors distributed over a vast geographical area. The goal of gathering such a …

Data quality best practices in IoT environments

R Perez-Castillo, AG Carretero… - … Conference on the …, 2018 - ieeexplore.ieee.org
The Internet-of-Things (IoT) is a network of physical devices embedded with electronics,
sensors, actuators, and connectivity enabling these objects to connect and exchange data …