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Which Symbols, Features, and Regions Are Visually Attended in Metro Maps?

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Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 73))

Abstract

We conducted an eye tracking study with 40 participants to understand which visual objects like metro lines, stations, interchange points, specific symbols, or extra information like labels or legends are visually attended during a free examination question scenario. In this study we did not ask a specific question like a route finding task as in a previous eye tracking study, but we let the study participants freely inspect a displayed metro map system for 20 s each. We used 24 different metro maps with the same characteristics, but varied between color coded maps and gray scale ones. Understanding the visual scanning behavior of people while inspecting metro maps is an important, but also challenging task. But positively, the analysis of such eye movement data can support a map designer to produce better maps, in particular, to find out which regions are visually attended first or most frequently, maybe to guide the viewer. The visually attended regions and objects can be a key aspect in a metro map to make them easier and faster comprehensible and finally, useful for travellers in foreign and unknown cities all over the world. The major result from our eye tracking experiment is that the study participants significantly inspect symbols that pop out from the map like the airport signs or the map legends which belong to the key features in maps. Moreover, dense regions are more frequently attended than sparse ones. The visual attention maps of colored and gray scale maps look very similar.

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References

  1. Blascheck, T., Burch, M., Raschke, M., Weiskopf, D.: Challenges and perspectives in big eye-movement data visual analytics. In: Proceedings of the 1st International Symposium on Big Data Visual Analytics (2015)

    Google Scholar 

  2. Brychtova, A., Cöltecin, A.: An empirical user study for measuring the influence of colour distance and font size in map reading using eye tracking. Cartographic J. 51(4), 1–11 (2014)

    Google Scholar 

  3. Burch, M., Kurzhals, K., Weiskopf, D.: Visual task solution strategies in public transport maps. In: Proceedings of ET4S@GISCIENCE, pp. 32–36 (2014)

    Google Scholar 

  4. Burch, M.: The aesthetics of diagrams. In: Proceedings of the 6th International Conference on Information Visualization Theory and Applications, pp. 262–267 (2015)

    Google Scholar 

  5. Burch, M., Andrienko, G.L., Andrienko, N.V., Höferlin, M., Raschke, M., Weiskopf, D.: Visual task solution strategies in tree diagrams. In: Proceedings of IEEE Pacific Visualization Symposium, pp. 169–176 (2013)

    Google Scholar 

  6. Burch, M., Raschke, M., Blascheck, T., Kurzhals, K., Weiskopf, D.: How do people read metro maps? An eye tracking study. In: Proceedings of the 1st International Workshop on Schematic Mapping (Schematics) (2014)

    Google Scholar 

  7. Burch, M., Woods, R., Netzel, R., Weiskopf, D.: The challenges of designing metro maps. In: Proceedings of International Conference on Information Visualization Theory and Applications (2016)

    Google Scholar 

  8. Cöltecin, A., Fabrikant, S., Lacayo, M.: Exploring the efficiency of users’ visual analytics strategies based on sequence analysis of eye movement recordings. Int. J. Geograph. Inf. Sci. 24(10), 1559–1575 (2010)

    Article  Google Scholar 

  9. Duchowski, A.T.: Eye Tracking Methodology - Theory and Practice. Springer, London (2003)

    Google Scholar 

  10. Garland, K., Beck, H.: Mr. Becks’s Underground Map. Capital Transport, London (1994)

    Google Scholar 

  11. Healey, C.G., Enns, J.T.: Attention and visual memory in visualization and computer graphics. IEEE Trans. Vis. Comput. Graph. 18(7), 1170–1188 (2012)

    Article  Google Scholar 

  12. Holmqvist, K., Nyström, M., Dewhurst, R., Jarodzka, H., van de Weijer, R.: Eye Tracking: A Comprehensive Guide to Methods and Measures. Oxford University Press, Oxford (2011)

    Google Scholar 

  13. Horne, M.A.C.: Information design aspects of the London underground map (2012). http://www.megadyne.co.uk/UndMap.html

  14. Huang, W., Eades, P., Hong, S.H.: A graph reading behavior: geodesic-path tendency. In: Proceedings of IEEE Pacific Visualization Symposium, pp. 137–144 (2009)

    Google Scholar 

  15. Kiefer, P., Giannopoulos, I., Kremer, D., Schlieder, C., Raubal, M.: Starting to get bored: an outdoor eye tracking study of tourists exploring a city panorama. In: Proceedings of the Symposium on Eye Tracking Research and Applications, pp. 315–318 (2014)

    Google Scholar 

  16. Kiefer, P., Giannopoulos, I., Raubal, M.: Using eye movements to recognize activities on cartographic maps. In: Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 488–491 (2014)

    Google Scholar 

  17. Krejtz, K., Duchowski, A.T., Cöltecin, A.: High-level gaze metrics from map viewing - charting ambient/focal visual attention. In: Proceedings of the 2nd International Workshop on Eye Tracking for Spatial Research, pp. 37–41 (2014)

    Google Scholar 

  18. Kurzhals, K., Fisher, B.D., Burch, M., Weiskopf, D.: Evaluating visual analytics with eye tracking. In: Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization, BELIV, pp. 61–69 (2014)

    Google Scholar 

  19. Netzel, R., Burch, M., Ohlhausen, B., Woods, R., Weiskopf, D.: User performance and reading strategies for metro maps: an eye tracking study. Special Issue on Eye Tracking for Spatial Research Spatial Cogn. Comput. Interdisc. J. 17(1–2) (2016)

    Google Scholar 

  20. Netzel, R., Burch, M., Weiskopf, D.: Interactive scanpath-oriented annotation of fixations. In: Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research and Applications, ETRA, pp. 183–187 (2016)

    Google Scholar 

  21. Ooms, K., Cöltecin, A., Maeyer, P.D., Dupont, L., Fabrikant, S.I., Incoul, A., der Haegen, L.V.: Combining user logging with eye tracking for interactive and dynamic applications. Behav. Res. Methods 47(4), 977–993 (2015)

    Article  Google Scholar 

  22. Rosenholtz, R., Li, Y., Mansfield, J., Jin, Z.: Feature congestion: a measure of display clutter. In: Proceedings of Conference on Human Factors in Computing Systems, pp. 761–770 (2005)

    Google Scholar 

  23. Ware, C.: Information Visualization: Perception for Design. Morgan Kaufmann, San Francisco (2004)

    Google Scholar 

  24. Yarbus, A.L.: Eye Movements and Vision. Plenum Press, New York (1967)

    Book  Google Scholar 

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Acknowledgements

The research in this paper was supported by DFG under grant WE 2836/6-1.

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Correspondence to Michael Burch .

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Burch, M. (2018). Which Symbols, Features, and Regions Are Visually Attended in Metro Maps?. In: Czarnowski, I., Howlett, R., Jain, L. (eds) Intelligent Decision Technologies 2017. IDT 2017. Smart Innovation, Systems and Technologies, vol 73. Springer, Cham. https://doi.org/10.1007/978-3-319-59424-8_22

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  • DOI: https://doi.org/10.1007/978-3-319-59424-8_22

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