A systematic literature review on data quality assessment

O Reda, NC Benabdellah, A Zellou - Bulletin of Electrical Engineering and …, 2023 - beei.org
Defining and evaluating data quality can be a complex task as it varies depending on the
specific purpose for which the data is intended. To effectively assess data quality, it is …

Towards an IoT-Enabled Digital Earth for SDGs: The Data Quality Challenge

MSB Syed, P Kelly, P Stacey, D Berry - IEEE Access, 2024 - ieeexplore.ieee.org
Digital Earth (DE), a technology offering real-time visualisation of Earth's processes, has
shown promising results in aiding decision-making for a sustainable world, raising …

Understanding practices and needs of researchers in human state modeling by passive mobile sensing

X Xu, J Mankoff, AK Dey - CCF Transactions on Pervasive Computing and …, 2021 - Springer
Passive mobile sensing for the purpose of human state modeling is a fast-growing area. It
has been applied to solve a wide range of behavior-related problems, including physical …

Hygieia: data quality assessment for smart sensor network

GRC de Aquino, CM de Farias, L Pirmez - Proceedings of the 34th ACM …, 2019 - dl.acm.org
Smart Sensor Networks (SSN) are the core data transmission infrastructure of the Internet of
Things. However, SSN devices are resource-constrained and the environment in which the …

Completeness assessment and improvement in mobile crowd-sensing environments

S Mehanna, Z Kedad, M Chachoua - SN Computer Science, 2022 - Springer
Mobile sensors are increasingly used to monitor air quality to accurately quantify human
exposure to air pollution. These sensors are subject to various issues (misuse, malfunctions …

Asclepius: Data quality framework for iot

GRC de Aquino, CM de Farias - Proceedings of the Int'l ACM Symposium …, 2023 - dl.acm.org
This work addresses challenges in IoT data quality management. IoT applications in
domains like Smart Cities, Smart Healthcare, and Industry 4.0 rely on the Internet for …

[PDF][PDF] Data Quality Assessment and Enhancement on Social and Sensor Data.

GRC de Aquino, CM de Farias, L Pirmez - BiDu-Posters@ VLDB, 2018 - ceur-ws.org
Smartphones are key devices in the Internet of Things paradigm. Social networking services
on the Internet can use smartphones applications as data providers. The data gathered from …

[PDF][PDF] Completeness Issues in Mobile Crowd-sensing Environments.

S Mehanna, Z Kedad, M Chachoua - WEBIST, 2020 - scitepress.org
Mobile sensors are being widely used to monitor air quality to quantify human exposure to
air pollution. These sensors are prone to malfunctions, resulting in many data quality issues …

[PDF][PDF] On the Quality of Large-Scale Accelerometer Data in Global Smartphone-based Seismic Network

Y Zhang, Q Kong, T Ruan, Q Lv - 2021 - osti.gov
The wide availability of low-cost sensors equipped on smartphones has enabled diverse
applications, but large-scale deployments in the wild usually face performance challenges …

Analysis of Spatially Distributed Data in Internet of Things in the Environmental Context

LJM de Azevedo, JC Estrella, ACB Delbem… - Sensors, 2022 - mdpi.com
The Internet of Things consists of “things” made up of small sensors and actuators capable
of interacting with the environment. The combination of devices with sensor networks and …