Using trust as a measure to derive data quality in data shared IoT deployments

J Byabazaire, G O'Hare… - 2020 29th International …, 2020 - ieeexplore.ieee.org
Recent developments in Internet of Things have heightened the need for data sharing
across application domains to foster innovation. As most of these IoT deployments are …

Data quality and trust: A perception from shared data in IoT

J Byabazaire, G O'Hare… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Internet of Things devices and data sources areseeing increased use in various application
areas. The pro-liferation of cheaper sensor hardware has allowed for widerscale data …

End-to-End Data Quality Assessment Using Trust for Data Shared IoT Deployments

J Byabazaire, GMP O'Hare… - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Continued development of communication technologies has led to widespread Internet-of-
Things (IoT) integration into various domains, including health, manufacturing, automotive …

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 …

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 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 …

Enhancing dependability through profiling in the collaborative internet of things

I Belkacem, S Nait-Bahloul, D Sauveron - Multimedia Tools and …, 2019 - Springer
The future of the Internet of Things (IoT) is the Collaborative Internet of Things (C-IoT) in
which different IoT deployments collaborate to provide better services. For instance, in smart …

Data quality techniques in the internet of things: Random forest regression

MM Farooqi, HA Khattak, M Imran - 2018 14th International …, 2018 - ieeexplore.ieee.org
Internet of Things (IoTs) is one of the most promising fields in computer science. It consists of
physical devices, automobiles, home appliances, embedded hardware, sensors and …

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 credence in iot: Vision and challenges

V Zadorozhny, P Krishnamurthy… - … ), v. 3, N. 1, 114-126 …, 2017 - d-scholarship.pitt.edu
As the Internet of Things permeates every aspect of human life, assessing the credence or
integrity of the data generated by" things" becomes a central exercise for making decisions …