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- research-articleNovember 2013
Tracing the German centennial flood in the stream of tweets: first lessons learned
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 31–38https://doi.org/10.1145/2534732.2534741Social microblogging services such as Twitter result in massive streams of georeferenced messages and geolocated status updates. This real-time source of information is invaluable for many application areas, in particular for disaster detection and ...
- research-articleNovember 2013
Detecting spatio-temporal outliers in crowdsourced bathymetry data
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 55–62https://doi.org/10.1145/2534732.2534739The widespread availability of Internet access and location-acquisition technologies, such as the global positioning system (GPS), has given rise to the growing phenomenon of Volunteered Geographic Information (VGI). Our work presents the use of VGI in ...
- research-articleNovember 2013
MoveSafe: a framework for transportation mode-based targeted alerting in disaster response
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 15–22https://doi.org/10.1145/2534732.2534735Disasters, whether natural or man-made, can occur in an unexpected and unanticipated manner causing damage and disruptions. In the event of sudden onset of a hazard, private and public transport users and pedestrians need to be informed and guided to ...
- research-articleNovember 2013
On quantifying qualitative geospatial data: a probabilistic approach
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 71–78https://doi.org/10.1145/2534732.2534742Living in the era of data deluge, we have witnessed a web content explosion, largely due to the massive availability of User-Generated Content (UGC). In this work, we specifically consider the problem of geospatial information extraction and ...
- research-articleNovember 2013
A mobile sensor data acquisition and evaluation framework for crowd sourcing data
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 47–54https://doi.org/10.1145/2534732.2534740Nowadays mobile phones and especially smart phones are common technical communication devices. Most of them are equipped with a huge number of sensors that detect environment and user interaction. The processing of the sensor measurements is a big ...
- research-articleNovember 2013
CrowdRoute: a crowd-sourced routing algorithm in public transit networks
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 9–14https://doi.org/10.1145/2534732.2534738Most existing algorithms assume that public transit networks are static. However in reality, a bus may be delayed or canceled, which causes routing algorithms to generate non-optimal journeys. We propose CrowdRoute, an algorithm that exploits real-time ...
- research-articleNovember 2013
The one and many maps: participatory and temporal diversities in OpenStreetMap
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 79–86https://doi.org/10.1145/2534732.2534737OpenStreetMap is an open and collaborative project with thousands of people contributing GPS traces and other data into the making of a global map of places and networks. It is open in the sense that everyone can contribute to the project, and results ...
- research-articleNovember 2013
Exploratory analysis of OpenStreetMap for land use classification
GEOCROWD '13: Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic InformationPages 39–46https://doi.org/10.1145/2534732.2534734In the last years, volunteers have been contributing massively to what we know nowadays as Volunteered Geographic Information. This huge amount of data might be hiding a vast geographical richness and therefore research needs to be conducted to explore ...