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Part of the book series: NATO ASI Series ((NATO ASI F,volume 140))

Abstract

Complex problem solving and learning in a complex technology environment are closely connected with non-transparent situations. They contain several goals and variables and are, therefore, difficult to perceive and solve. Complex problems and complex learning situations are typically semantically rich in character and an understanding of their structure will require complex conceptual and relational domain knowledge. Expert’s performance in demanding design tasks and in complex problem solving situations begins with a deep structuring process because little knowledge is available of the goal and of the starting point. All this has some serious implications for the organization of learning situations and environments. In this chapter I will discuss some consequences which the above research results and ideas can have for the development and automating instructional design of computer-based learning situations and environments.

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References

  • Achtenhagen, F. (1990). Development of problem solving skills in natural settings. In M. Carratero, M, Pope, R. Simons, & J. Pozo (Eds.), Learning and instruction. European research in an international context. Vol. III. Oxford: Pergamon Press.

    Google Scholar 

  • Anderson, J. R. (1983). The architecture of cognition. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Boy, G. (1991). Intelligent assistant systems. Knowledge-based systems. Vol. 6. Cornwall: Academic Press.

    Google Scholar 

  • The Cognition and Technology Group at Vanderbilt. (1993). Anchored instruction and situated cognition revisited. Educational Technology, 32(3), 52–70.

    Google Scholar 

  • Collins, A., Brown, J. S., & Newman, S. E. (1989). Cognitive apprenticeship: Teaching the craft of reading, writing and mathematics. In L. Resnick (Ed.), Knowing, learning and instruction. Essays in honor of Robert Glaser. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • DeCorte, E. (1990). Towards powerful learning environments for the acquisition of problem-solving skills. European Journal of Psychology of Education, 1, 5–19.

    Article  Google Scholar 

  • Enkenberg, J. (1992). Situated programming in Lego-Logo environment. Computers and Education, 18, 23–31.

    Article  Google Scholar 

  • Enkenberg, J. (1993). Situation graphs as tools for ordering of students’ thinking and understanding of actual existing servo mechanisms. In B. Dennis (Ed.), Control technology and elementary education. Berlin: Springer.

    Google Scholar 

  • Frederiksen, C, & Breuleux, A. (1990). Monitoring cognitive processing in semantically complex domains. In N. Frederiksen, R. Glaser, A. Lesgold, & M. Shafto (Eds.), Diagnostic monitoring of skill and knowledge acquisition. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Funke, J. (1991). Solving complex problems: Exploration and control of complex social systems. In R. Sternberg, P. Frensch (Eds.), Complex problem solving: Principles and mechanisms. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Glaser, R. (1987). Thoughts on expertise. In C. Schooler, & W. Schaic (Eds.), Cognitive functioning and social structure over the life courses. Norwood, NJ: Ablex.

    Google Scholar 

  • Goel, H., & Pirolli, E. (1992). Design problem spaces. Cognitive Science, 16, 395–429.

    Article  Google Scholar 

  • Harel, I. (1991). Children designers. Norwood, NJ: Ablex.

    Google Scholar 

  • Harel, I., & Papert, S. (Eds.) (1991). Constructionism. Norwood, NJ: Ablex.

    Google Scholar 

  • Jonassen, D. H. (1992). What are cognitive tools? In P. Kommers, D. H. Jonassen, & J. T. Mayes (Eds.), Cognitive tools for learning. NATO ASI Series F, Vol. 81. Berlin: Springer.

    Google Scholar 

  • Koedinger, K., & Anderson J. (1990). Abstract planning and perceptual chunks: Elements of expertise in geometry. Cognitive Science, 14, 511–550.

    Article  Google Scholar 

  • Larkin, J., McDermott, J., Simon, D., & Simon, H. (1980). Expert and novice performance in solving physics problems. Science, 208, 1335–1342.

    Article  Google Scholar 

  • Lesgold, A., & Lajoie, S. (1991). Complex problem solving in electronics. In R. Sternberg & P. Frensch (Eds.), Complex problem solving: Principles and mechanisms. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Mayer, R. E. (1992). Cognition and instruction: Their historic meeting within educational psychology. Journal of Educational Psychology, 84(4), 405–412.

    Article  Google Scholar 

  • Mayes, J. T., Kibby, M. R., & Watson, H. (1988). StrathTutor: the development and evaluation of a learning by browsing system on the Macintosh. Computers and Education, 12, 221–229.

    Article  Google Scholar 

  • Resnick, L. (1987). Learning in school and out. Educational Researcher, 16(9), 13–20.

    Google Scholar 

  • Resnick, L., & Klopfer, L. (1989). Toward the thinking curriculum: An overview. In L. Resnick & L Klopfer (Eds.) Toward the thinking curriculum: Current cognitive research. 1989 ASCD Yearbook. Washington, DC: ASCD.

    Google Scholar 

  • Rasmussen, J. (1986). Information processing and human-machine interaction: An approach to cognitive engineering. Amsterdam: North Holland.

    Google Scholar 

  • Saariluoma, P. (1990) Taitavan ajattelun psykologia. (The Psychology of Skillful Thinking). Keuruu: Otava.

    Google Scholar 

  • Salomon, G., Perkins, D. N., & Globerson, T. (1991). Partners in cognition: Extending human intelligence with intelligent technologies. Educational Researcher, 19(4), 2–9.

    Google Scholar 

  • Spiro, R., & Jehng, J. C. (1990). Cognitive flexibility and hypertext: The theory and technology for nonlinear and multidimensional traversal of complex subject matter. In D. Nix, R. Spiro (Eds.), Cognition, education and multimedia. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Tennyson, R. D., & Breuer, K. (in press). Instructional design theory: Psychological foundations. In R. D. Tennyson & F. Schott (Eds.), Theory and research, Vol. I (S. Dijkstra, F. Schott, N. M. Seel, & R. D. Tennyson [Ed. Comm.], Instructional design: International perspectives.) Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Tennyson, R. D., & Rasch, M. (1988). Linking cognitive learning theory to instructional prescriptions. Instructional Science, 17, 369–385.

    Article  Google Scholar 

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© 1995 Springer-Verlag Berlin Heidelberg

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Enkenberg, J. (1995). Complex Technology-Based Learning Environment. In: Tennyson, R.D., Barron, A.E. (eds) Automating Instructional Design: Computer-Based Development and Delivery Tools. NATO ASI Series, vol 140. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-57821-2_10

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  • DOI: https://doi.org/10.1007/978-3-642-57821-2_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-63366-9

  • Online ISBN: 978-3-642-57821-2

  • eBook Packages: Springer Book Archive

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