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Arrow@TU Dublin
Other ORP type . 2020
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DeepMapper : Automatic Updating Crowdsourced Maps

Authors: Hewa Manage, Lasith Niroshan; Carswell, James;

DeepMapper : Automatic Updating Crowdsourced Maps

Abstract

To get accurate information returned from location-based services (e.g., LBS info on nearby restaurants, retail outlets, points-of-interest, etc.), the underlying map (spatial data) must be up-to-date. However, the built environment (e.g., roads, buildings, bike paths, etc.) can change quickly over time, either through planned developments or as the result of natural/manmade disasters. The problem is that keeping online crowdsourced maps like Open Street Map (OSM) updated is still very much a manual process. As such, it can take considerable time to sync the online maps used by LBS with up-to-date spatial data in "real-time". Our case study considers the Grangegorman area in Dublin city. It is a green/brownfield site that has seen much infrastructure change in the past decade due to its renewal as the new home for Technological University Dublin (TU Dublin). New buildings have been built, car parks have changed size/location, and new roads have been constructed due to the recent expansion. Figure 2 and Figure 3 illustrate the difference/mismatch between the current OSM crowdsourced (vector) map and Google's satellite (raster) view of the Grangegorman area.

Country
Ireland
Keywords

Remote Sensing, crowdsourced, Maps, Geographic Information Sciences, online

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  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Related to Research communities
Rural Digital Europe
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