[OSM-Science] Paper: Using OpenStreetMap point-of-interest data to model urban change—A feasibility study
d2ns at das-labor.org
Mon Mar 18 21:48:11 UTC 2019
"User-generated content is a valuable resource for capturing all aspects of our environment and
lives, and dedicated Volunteered Geographic Information (VGI) efforts such as OpenStreetMap (OSM)
have revolutionized spatial data collection. While OSM data is widely used, considerably little
attention has been paid to the quality of its Point-of-interest (POI) component. This work studies
the accuracy, coverage, and trend worthiness of POI data. We assess the accuracy and coverage using
another VGI source that utilizes editorial control. OSM data is compared to Foursquare data by using
a combination of label similarity and positional proximity. Using the example of coffee shop POIs in
Manhattan we also assess the trend worthiness of OSM data. A series of spatio-temporal statistical
models are tested to compare change in the number of coffee shops to home prices in certain areas.
This work overall shows that, although not perfect, OSM POI data and specifically its temporal
aspect (changeset) can be used to drive urban science research and to study urban change."
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