Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data

J Bian, T Lyu, A Loiacono… - Journal of the …, 2020 - academic.oup.com
Objective To synthesize data quality (DQ) dimensions and assessment methods of real-
world data, especially electronic health records, through a systematic scoping review and to …

Understanding the differences across data quality classifications: a literature review and guidelines for future research

A Haug - Industrial Management & Data Systems, 2021 - emerald.com
Purpose Numerous data quality (DQ) definitions in the form of sets of DQ dimensions are
found in the literature. The great differences across such DQ classifications (DQCs) imply a …

[HTML][HTML] Visualising where commuting cyclists travel using crowdsourced data

DP McArthur, J Hong - Journal of transport geography, 2019 - Elsevier
Encouraging more cycling is increasingly seen as an important way to create more
sustainable cities and to improve public health. Understanding how cyclists travel and how …

A comprehensive quality assessment framework for linear features from Volunteered Geographic Information

H Wu, A Lin, KC Clarke, W Shi… - International Journal …, 2021 - Taylor & Francis
The majority of spatial data provided as Volunteered Geographic Information (VGI) are roads
and other linear map features. Such data have been widely used in routing and navigation …

OpenStreetMap quality assessment using unsupervised machine learning methods

KT Jacobs, SW Mitchell - Transactions in GIS, 2020 - Wiley Online Library
The reliability and quality of volunteered geographic information (VGI) continue to be
pressing concerns. Many VGI projects lack standard geospatial data quality assurance …

An investigation of the temporality of OpenStreetMap data contribution activities

T Novack, L Vorbeck, A Zipf - Geo-spatial Information Science, 2024 - Taylor & Francis
OpenStreetMap (OSM) is a dataset in constant change and this dynamic needs to be better
understood. Based on 12-year time series of seven OSM data contribution activities …

[HTML][HTML] An analysis of the evolution, completeness and spatial patterns of OpenStreetMap building data in China

YJ Tian, Q Zhou, X Fu - ISPRS International Journal of Geo-Information, 2019 - mdpi.com
OpenStreetMap (OSM) is a free map that can be created, edited, and updated by volunteers
globally. The quality of OSM datasets is therefore of great concern. Extensive studies have …

Why we can read maps

FB Mocnik - Cartography and Geographic Information Science, 2023 - Taylor & Francis
Maps, like other types of extensive data collections, are usually created and maintained by a
larger number of individuals. The number of individuals using the map is even larger in most …

[HTML][HTML] Improving the accuracy of fine-grained population mapping using population-sensitive POIs

Y Zhao, Q Li, Y Zhang, X Du - Remote Sensing, 2019 - mdpi.com
Many methods have been used to generate gridded population maps by downscaling
demographic data. As one of these methods, the accuracy of the dasymetric model depends …

Assuring the quality of VGI on land use and land cover: experiences and learnings from the LandSense project

G Foody, G Long, M Schultz… - Geo-spatial …, 2024 - Taylor & Francis
The potential of citizens as a source of geographical information has been recognized for
many years. Such activity has grown recently due to the proliferation of inexpensive location …