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
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 …
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 …
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 …
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
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 …
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 …
pressing concerns. Many VGI projects lack standard geospatial data quality assurance …
An investigation of the temporality of OpenStreetMap data contribution activities
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 …
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 …
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 …
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 …
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
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 …
many years. Such activity has grown recently due to the proliferation of inexpensive location …