A review of volunteered geographic information quality assessment methods

H Senaratne, A Mobasheri, AL Ali… - International Journal …, 2017 - Taylor & Francis
With the ubiquity of advanced web technologies and location-sensing hand held devices,
citizens regardless of their knowledge or expertise, are able to produce spatial information …

OpenStreetMap: Challenges and opportunities in machine learning and remote sensing

JE Vargas-Munoz, S Srivastava, D Tuia… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
OpenStreetMap (OSM) is a community-based, freely available, editable map service created
as an alternative to authoritative sources. Given that it is edited mainly by volunteers with …

Point-of-Interest (POI) data validation methods: An urban case study

LW Yeow, R Low, YX Tan, L Cheah - ISPRS International Journal of Geo …, 2021 - mdpi.com
Point-of-interest (POI) data from map sources are increasingly used in a wide range of
applications, including real estate, land use, and transport planning. However, uncertainties …

Quality assessment of OpenStreetMap data using trajectory mining

A Basiri, M Jackson, P Amirian… - Geo-spatial …, 2016 - Taylor & Francis
OpenStreetMap (OSM) data are widely used but their reliability is still variable. Many
contributors to OSM have not been trained in geography or surveying and consequently …

The potential of open geodata for automated large-scale land use and land cover classification

P Leinenkugel, R Deck, J Huth, M Ottinger, B Mack - Remote Sensing, 2019 - mdpi.com
This study examines the potential of open geodata sets and multitemporal Landsat satellite
data as the basis for the automated generation of land use and land cover (LU/LC) …

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 …

Assessing Mapper Conflict in OpenStreetMap Using the Delphi Survey Method

Y Choe, M Tomko, M Kalantari - … of the 2023 CHI Conference on Human …, 2023 - dl.acm.org
Studies of mapper conflict in OpenStreetMap (OSM) have focused exclusively on
cartographic vandalism and its effect on data quality. This paper takes a broader view on …

Accuracy evaluation of the Canadian OpenStreetMap road networks

H Zhang, J Malczewski - International Journal of Geospatial and …, 2017 - ir.lib.uwo.ca
Volunteered geographic information (VGI) has been applied in many fields such as
participatory planning, humanitarian relief and crisis management. One of the reasons for …

A grounding-based ontology of data quality measures

FB Mocnik, A Mobasheri… - Journal of …, 2018 - digitalcommons.library.umaine.edu
Data quality and fitness for purpose can be assessed by data quality measures. Existing
ontologies of data quality dimensions reflect, among others, which aspects of data quality …

Current topics and challenges in geoAI

KF Richter, S Scheider - KI-Künstliche Intelligenz, 2023 - Springer
Taken literally, geoAI is the use of Artificial Intelligence methods and techniques in solving
geo-spatial problems. Similar to AI more generally, geoAI has seen an influx of new (big) …