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The Nature of External Representations in Problem Solving

Open access
Zhang, J·1997·Cognitive Science

Abstract

This article proposes a theoretical framework for external representation based problem solving. The Tic‐Tac‐Toe and its isomorphs are used to illustrate the procedures of the framework as a methodology and test the predictions of the framework as a functional model. Experimental results show that the behavior in the Tic‐Tac‐Toe is determined by the directly available information in external and internal representations in terms of perceptual and cognitive biases, regardless of whether the biases are consistent with, inconsistent with, or irrelevant to the task. It is shown that external representations are not merely inputs and stimuli to the internal mind and that they have much more important functions than mere memory aids. A representational determinism is suggested—the form of a representation determines what information can be perceived, what processes can be activated, and what structures can be discovered from the specific representation.

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Cites

Show all 5 references

Research works printed but not linked: 40

  1. Aristotle, 1938, De interpretatione
  2. Anderson J.R., 1993, Rules of the mind
  3. Barwise J., 1983, Situations and attitudes
  4. Bertin J., 1983, Semiology of graphics
  5. Bloomfield L., 1993, Language
  6. 10.1037/0096-1523.19.3.531 · DOI
  7. 10.1037/0096-1523.11.3.317 · doi:10.1037/0096-1523.11.3.317 · Paper page
  8. 10.1207/s15516709cog1701_7 · DOI · Paper page
  9. Cleveland W.S., 1985, The elements of graphing data
  10. Dantzig T., 1939, Number: The language of science
  11. 10.3758/BF03197088 · DOI
  12. Donald M., 1991, Origins of the modern mind: Three stages in the evolution of culture and cognition
  13. Gibson J.J., 1966, The senses considered as perceptual systems
  14. Goody J., 1977, The domestication of the savage mind
  15. Greeno J.G., 1989, Complex information processing: The impact of Herbert A. Simon
  16. 10.1207/s15516709cog1701_3 · DOI
  17. Hutchins E., 1990, Intellectual teamwork: Social and technical bases of collaborative work
  18. 10.1111/j.1467-9280.1993.tb00265.x · DOI · Paper page
  19. 10.1109/21.247880 · DOI
  20. 10.1109/21.247893 · doi:10.1109/21.247893
  21. Larkin J.H., 1989, Complex information processing: The impact of Herbert A. Simon
  22. 10.1111/j.1551-6708.1987.tb00863.x · DOI · Paper page
  23. Newell A., 1990, Unified theories of cognition
  24. Norman D.A., 1988, The psychology of everyday things
  25. Norman D.A., 1991, Designing interaction: Psychology at the human‐computer interface
  26. 10.1207/s15516709cog1701_1 · DOI · Paper page
  27. Norman D.A., 1993, Things that make us smart
  28. 10.1016/0010-0277(96)00705-6 · DOI · Paper page
  29. 10.4324/9780203328064 · DOI · Paper page
  30. Reisberg D., 1987, External representations and the advantages of externalizing one's thoughts
  31. Saussure F., 1983, Course in general linguistics
  32. Schmid C.F., 1983, Statistical graphics
  33. 10.1037/0033-295X.91.4.417 · doi:10.1037/0033-295x.91.4.417 · Paper page
  34. Simon H.A., 1981, The sciences of the artificial
  35. Stenning K., 1994, A cognitive theory of graphical and linguistic reasoning: Logic and implementation, Cognitive Science, 19, 97, 10.1207/s15516709cog1901_3 · doi:10.1207/s15516709cog1901_3
  36. Suchman L.A., 1987, Plans and situated action: The problem of human‐machine communication
  37. Tufte E.R., 1990, Envisioning information
  38. 10.3758/BF03197699 · DOI
  39. 10.1006/ijhc.1996.0042 · DOI
  40. 10.1016/0010-0277(95)00674-3 · DOI · Paper page

Cited by

Metadata

Authors
Zhang, J.
Venue
Cognitive Science
Publisher
Wiley
Published
1997-06
Volume
21
Issue
2
Pages
179-217
ISSN
0364-0213 (ISSN-L)
OpenAlex
W2109212167
Cited by
896
References
5
FWCI
17.59
Type
journal article
Language
en
Open access
bronze

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