Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience

Y Yan, CC Feng, W Huang, H Fan… - International Journal of …, 2020 - Taylor & Francis
More than 10 years have passed since the coining of the term volunteered geographic
information (VGI) in 2007. This article presents the results of a review of the literature …

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 …

Short-term traffic flow prediction using the modified elman recurrent neural network optimized through a genetic algorithm

A Sadeghi-Niaraki, P Mirshafiei, M Shakeri… - IEEE …, 2020 - ieeexplore.ieee.org
Traffic stream determining is an essential part of the intelligent transportation management
system. Precise prediction of traffic flow provides a basis for other tasks, like forecasting …

A taxonomy of quality assessment methods for volunteered and crowdsourced geographic information

LC Degrossi, J Porto de Albuquerque… - Transactions in …, 2018 - Wiley Online Library
The growing use of crowdsourced geographic information (CGI) has prompted the
employment of several methods for assessing information quality, which are aimed at …

Quality evaluation of volunteered geographic information: The case of OpenStreetMap

H Zhang, J Malczewski - … geographic information and the future of …, 2017 - igi-global.com
A large amount of crowd-sourced geospatial data have been created in recent years due to
the interactivity of Web 2.0 and the availability of Global Positioning System (GPS). This geo …

Earthquake damage assessment based on user generated data in social networks

S Ahadzadeh, MR Malek - Sustainability, 2021 - mdpi.com
Natural disasters have always been one of the threats to human societies. As a result of
such crises, many people will be affected, injured, and many financial losses will incur …

A blockchain-based spatial crowdsourcing system for spatial information collection using a reward distribution

M Kamali, MR Malek, S Saeedi, S Liang - Sensors, 2021 - mdpi.com
Due to the increasing relevance of spatial information in different aspects of location-based
services, various methods are used to collect this information. The use of crowdsourcing due …

Quality assessment of volunteered geographic information for outdoor activities: an analysis of OpenStreetMap data for names of peaks in Japan

J Yamashita, T Seto, N Iwasaki… - Geo-Spatial Information …, 2023 - Taylor & Francis
Geographical studies of outdoor activities have increased in recent years with the rise in
popularity of these activities worldwide, including in Japan. Volunteered geographic …

Trajectory similarity measurement: An enhanced maximal travel match method

F Karami, MR Malek - Transactions in GIS, 2021 - Wiley Online Library
Trajectory similarity measurement is a vital and widely used step in many applications,
including recommendation systems. In the discipline of similarity measurement, research …

A framework for classification of volunteered geographic data based on user's need

N Mohammadi, A Sedaghat - Geocarto International, 2021 - Taylor & Francis
VGI is an attractive source of data, but the quality assurance limits its usages. This study
proposes a framework to estimate the quality of the VGI and to classify them based on the …