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Wisdom about the Crowd: Assuring Geospatial Data Quality Collected in Location-Based Games

  • Sebastian Matyas
  • Peter Kiefer
  • Christoph Schlieder
  • Sara Kleyer
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6972)

Abstract

The idea of outsourcing geospatial data creation tasks to the crowd (volunteered geographic information, VGI) has become quite popular in the field of geographic information science (GIScience). As one approach to VGI, location-based games (LBGs) have been shown to be successful in motivating non-expert users to collect and tag geospatial data. However, the central VGI problem of data quality has so far not been solved satisfyingly. Previous studies show that games that reward their players for in- or post-game data reviewing can assure only a validation rate of about 40% of the data. We address this problem with a new LBG design pattern, based on game rules that encourage players to take the decisions of others into account while making their data collecting decisions. We empirically evaluate the new pattern by comparing the positional accuracy of data collected with two different rule sets for the LBG GeoSnake. Our pattern is shown to result in a significant accuracy improvement.

Keywords

location-based games crowdsourcing volunteered geographic information geospatial data data quality game design 

References

  1. 1.
    von Ahn, L., Dabbish, L.: Designing games with a purpose. Commun. ACM 51(8), 58–67 (2008)Google Scholar
  2. 2.
    Bell, M., Reeves, S., Brown, B., Sherwood, S., MacMillan, D., Ferguson, J., Chalmers, M.: Eyespy: supporting navigation through play. In: CHI, pp. 123–132. ACM, New York (2009)Google Scholar
  3. 3.
    Björk, S., Holopainen, J.: Patterns in Game Design. Charles River Media, Inc., Rockland (2004)Google Scholar
  4. 4.
    Capra, M., Radenkovic, M., Benford, S., Oppermann, L., Drozd, A., Flintham, M.: The multimedia challenges raised by pervasive games. In: International Conference on Multimedia, MULTIMEDIA 2005, pp. 89–95. ACM Press, New York (2005)Google Scholar
  5. 5.
    Grant, L., Daanen, H., Benford, S., Hampshire, A., Drozd, A., Greenhalgh, C.: Mobimissions: the game of missions for mobile phones. In: SIGGRAPH 2007: ACM SIGGRAPH 2007 Educators Program, p. 12. ACM, New York (2007)Google Scholar
  6. 6.
    Drozd, A., Benford, S., Tandavanitj, N., Wright, M., Chamberlain, A.: Hitchers: Designing for cellular positioning. In: Dourish, P., Friday, A. (eds.) UbiComp 2006. LNCS, vol. 4206, pp. 279–296. Springer, Heidelberg (2006)CrossRefGoogle Scholar
  7. 7.
    Hacker, S., von Ahn, L.: Matchin: Eliciting user preferences with an online game. In: CHI 2009, pp. 1207–1216. ACM, New York (2009) 978-1-60558-247-4/09/04CrossRefGoogle Scholar
  8. 8.
    Matyas, S., Matyas, C., Mitarai, H., Kamata, M., Kiefer, P., Schlieder, C.: Designing location-based mobile games - the cityexplorer use case. In: Digital Cityscapes: Merging Digital and Urban Playspaces, pp. 187–203. Peter Lang Publishers (2009)Google Scholar
  9. 9.
    Surowiecki, J.: The wisdom of crowds. Doubleday, New York (2004)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Sebastian Matyas
    • 1
  • Peter Kiefer
    • 1
  • Christoph Schlieder
    • 1
  • Sara Kleyer
    • 2
  1. 1.Chair for Computing in the Cultural SciencesOtto-Friedrich University BambergBambergGermany
  2. 2.Chair of Statistics and EconometricsOtto-Friedrich University BambergBambergGermany

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