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Points, Lines and Arrows in Statistical Graphs

  • Cengiz Acartürk
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7352)

Abstract

Widely used statistical graphs (such as line graphs and bar graphs) are usually accompanied by graphical entities other than the graph proper. Those graphical cues, such as point marks and arrows serve for communicative purposes by bringing certain aspects to the foreground over the others. The present study discusses the results of an experimental investigation, in which the participants produced sketches of graphical cues on different types of graphs, given sentential expressions of states and processes. The outcomes of the study have the potential for serving as guidelines for the development of software tools that produce graphical cues.

Keywords

statistical graphs graphical cues diagrammatic communication 

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References

  1. 1.
    Kosslyn, S.M.: Understanding Charts and Graphs. Applied Cognitive Psychology 3, 185–226 (1989)CrossRefGoogle Scholar
  2. 2.
    Lowe, R.K.: Multimedia Learning of Meteorology. In: Mayer, R.E. (ed.) The Cambridge Handbook of Multimedia Learning, pp. 429–446. Cambridge University Press, New York (2005)CrossRefGoogle Scholar
  3. 3.
    Attneave, F.: Some Informational Aspects of Visual Perception. Psychological Review 61, 183–193 (1954)CrossRefGoogle Scholar
  4. 4.
    Freeman, H.: Shape Description via the Use of Critical Points. Pattern Recognition 10, 159–166 (1978)zbMATHCrossRefGoogle Scholar
  5. 5.
    Feldman, J., Singh, M.: Information along Contours and Object Boundaries. Psychological Review 112, 243–252 (2005)CrossRefGoogle Scholar
  6. 6.
    Lowe, R.K., Boucheix, J.-M.: Cueing Complex Animations: Does Direction of Attention Foster Learning Processes? Learning and Instruction 21, 650–663 (2011)CrossRefGoogle Scholar
  7. 7.
    Acarturk, C., Habel, C., Cagiltay, K.: Multimodal Comprehension of Graphics with Textual Annotations: The Role of Graphical Means Relating Annotations and Graph Lines. In: Stapleton, G., Howse, J., Lee, J. (eds.) Diagrams 2008. LNCS (LNAI), vol. 5223, pp. 335–343. Springer, Heidelberg (2008)CrossRefGoogle Scholar
  8. 8.
    Habel, C., Acartürk, C.: Causal Inference in Graph-Text Constellations: Designing Verbally Annotated Graphs. Tsinghua Science and Technology 16, 7–12 (2011)CrossRefGoogle Scholar
  9. 9.
    Tversky, B., Zacks, J., Lee, P., Heiser, J.: Lines, Blobs, Crosses and Arrows: Diagrammatic Communication with Schematic Figures. In: Anderson, M., Cheng, P., Haarslev, V. (eds.) Diagrams 2000. LNCS (LNAI), vol. 1889, pp. 221–230. Springer, Heidelberg (2000)CrossRefGoogle Scholar
  10. 10.
    Heiser, J., Tversky, B.: Arrows in Comprehending and Producing Mechanical Diagrams. Cognitive Science 30, 581–592 (2006)CrossRefGoogle Scholar
  11. 11.
    Kong, N., Agrawala, M.: Perceptual Interpretation of Ink Annotations on Line Charts. In: Proceedings of the 22nd ACM Symposium on User Interface Software and Technology, pp. 233–236. ACM, New York (2009)CrossRefGoogle Scholar
  12. 12.
    Shah, P., Mayer, R.E., Hegarty, M.: Graphs as Aids to Knowledge Construction: Signaling Techniques for Guiding the Process of Graph Comprehension. Journal of Educational Psychology 91, 690–702 (1999)CrossRefGoogle Scholar
  13. 13.
    Mautone, P.D., Mayer, R.E.: Cognitive Aids for Guiding Graph Comprehension. Journal of Educational Psychology 99, 640–652 (2007)CrossRefGoogle Scholar
  14. 14.
    Tversky, B., Lee, P.U.: Pictorial and Verbal Tools for Conveying Routes. In: Freksa, C., Mark, D.M. (eds.) COSIT 1999. LNCS, vol. 1661, pp. 51–64. Springer, Heidelberg (1999)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Cengiz Acartürk
    • 1
  1. 1.Cognitive Science ProgramMiddle East Technical University, Informatics InstituteAnkaraTurkey

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