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Exploring City Structure from Georeferenced Photos Using Graph Centrality Measures

Vrotsou, Katerina (author)
Fraunhofer Institute IAIS, Sankt Augustin, Germany
Andrienko, Natalia (author)
Fraunhofer Institute IAIS, Sankt Augustin, Germany
Andrienko, Gennady (author)
Fraunhofer Institute IAIS, Sankt Augustin, Germany
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Jankowski, Piotr (author)
San Diego State University, CA, USA
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 (creator_code:org_t)
Berlin, Heidelberg : Springer, 2011
2011
English.
In: Machine Learning and Knowledge Discovery in Databases. - Berlin, Heidelberg : Springer. - 9783642238079 - 9783642238086 ; , s. 654-657
  • Book chapter (peer-reviewed)
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  • We explore the potential of applying graph theory measures of centrality to the network of movements extracted from sequences of georeferenced photo captures in order to identify interesting places and explore city structure. We adopt a systematic procedure composed of a series of stages involving the combination of computational methods and interactive visual analytics techniques. The approach is demonstrated using a collection of Flickr photos from the Seattle metropolitan area.

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