Event-based analysis of people s activities and behavior using Flickr and Panoramio geotagged photo collections

Kisilevich, Slava; Krstajic, Milos; Keim, Daniel A.; Andrienko, Natalia; Andrienko, Gennady

Event-based analysis of people s activities and behavior using Flickr and Panoramio geotagged photo collections

Dateien

12447.pdfGröße: 10.02 MBDownloads: 1527

Datum

2010

Autor:innen

Kisilevich, Slava

Krstajic, Milos

Keim, Daniel A.

Andrienko, Natalia

Andrienko, Gennady

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen in

2010 14th International Conference Information Visualisation. IEEE, 2010, pp. 289-296. ISBN 978-1-4244-7846-0. Available under: doi: 10.1109/IV.2010.94

Zusammenfassung

Photo-sharing websites such as Flickr and Panoramio contain millions of geotagged images contributed by people from all over the world. Characteristics of these data pose new challenges in the domain of spatio-temporal analysis. In this paper, we define several different tasks related to analysis of attractive places, points of interest and comparison of behavioral patterns of different user communities on geotagged photo data. We perform analysis and comparison of temporal events, rankings of sightseeing places in a city, and study mobility of people using geotagged photos. We take a systematic approach to accomplish these tasks by applying scalable computational techniques, using statistical and data mining algorithms, combined with interactive geo-visualization. We provide exploratory visual analysis environment, which allows the analyst to detect spatial and temporal patterns and extract additional knowledge from large geotagged photo collections. We demonstrate our approach by applying the methods to several regions in the world.

Fachgebiet (DDC)

004 Informatik

Schlagwörter

Geo visual analytics, geotagged images, spatiotemporal analysis, movement data, clustering

Konferenz

2010 14th International Conference Information Visualisation (IV), 26. Juli 2010 - 29. Juli 2010, London, TBD, United Kingdom

Zitieren

ISO 690

KISILEVICH, Slava, Milos KRSTAJIC, Daniel A. KEIM, Natalia ANDRIENKO, Gennady ANDRIENKO, 2010. Event-based analysis of people s activities and behavior using Flickr and Panoramio geotagged photo collections. 2010 14th International Conference Information Visualisation (IV). London, TBD, United Kingdom, 26. Juli 2010 - 29. Juli 2010. In: 2010 14th International Conference Information Visualisation. IEEE, 2010, pp. 289-296. ISBN 978-1-4244-7846-0. Available under: doi: 10.1109/IV.2010.94

BibTex

@inproceedings{Kisilevich2010-07Event-6112,
  year={2010},
  doi={10.1109/IV.2010.94},
  title={Event-based analysis of people s activities and behavior using Flickr and Panoramio geotagged photo collections},
  isbn={978-1-4244-7846-0},
  publisher={IEEE},
  booktitle={2010 14th International Conference Information Visualisation},
  pages={289--296},
  author={Kisilevich, Slava and Krstajic, Milos and Keim, Daniel A. and Andrienko, Natalia and Andrienko, Gennady}
}

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Universitätsbibliographie

Ja