Abstract
In the past computer systems limited the user to modes of communication that made the machine’s job easier. But now, as computer cycles become plentiful, our focus can shift to the users and how to make it easier, more productive, and less frustrating for them to cope with complex systems. Empirical investigations show that on the average only a small fraction of the functionality of complex systems is used. Figure 7.1 summarizes data based on careful observations of persons using systems like UNIX, EMACS, SCRIBE, LISP, and so on in our environment. It also describes different levels of system usage that typically can be found within many complex systems. The different domains correspond to the following:
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D1
the subset of concepts (and their associated commands) that the users know and use without any problems.
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D2
the subset of concepts that they use only occasionally. Users do not know details about them, and they are not too sure about their effects. Descriptions of commands (e.g., in the form of property sheets), explanations, illustrations (see the section on visualization techniques in prototypical system components) and safeguards (e.g., UNDOs) are important so that the user can gradually master this domain.
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References
Anderson, J. R., Boyle, C. F., Farrell, R., & Reiser, B. (1984). Cognitive principles in the design of computer tutors. In Proceedings of the sixth annual conference of the Cognitive Science Society (pp. 2–9). Hillsdale, NJ: Lawrence Erlbaum Assoc.
Boecker, H. D. (1984). Softwareerstellung als wissensbasierter kommunikations-und designprozess. Dissertation, Universitaet Stuttgart, Fakultaet für Mathematik und Informatik.
Boecker, H. D., Fischer, G., & Nieper, H. (1986). The enhancement of understanding through visual representations. In Human factors in computing systems; Computer-human interface (CHI) conference proceedings (pp. 44–50). New York: Association for Computing Machinery.
Boecker, H. D., & Nieper, H. (1985). Making the invisible visible: Tools for exploratory programming. In Proceedings of the first pan Pacific computer conference (pp. 583–579). Melbourne, Australia: The Australian Computer Society.
Brownston, L., Farrell, R., Kant, E., & Martin, N. (1985). Programming expert systems in OPS5: An introduction to rule-based programming. Reading, MA: Addison-Wesley.
Burton, R. R., & Brown, J. S. (1982). An investigation of computer coaching for informal learning activities. In D. Sleeman, & J. S. Brown (Eds.), Intelligent tutoring systems (pp. 79–98). Orlando, FL: Academic Press.
Burton, R. R., Brown, J. S., & Fischer, G. (1983). Analysis of skiing as a success model of instruction: Manipulating the learning environment to enhance skill acquisition). In B. Rogoff (Ed.), Everyday cognition: Its development in social context. Cambridge, MA: Harvard University Press.
Cherry, L. (1981). Computer aids for writers. Proceedings of the ACM SIGPLAN SIGOA symposium on text manipulation (Portland, Oregon) SIGPLAN Notices, 76(6), 61–67.
Fischer, G. (1981). Computational models of skill acquisition processes. In Computers in education, 3rd world conference on computers and education (pp. 477–481). Lausanne, Switzerland:
Fischer, G. (1984). Formen und funktionen von modeilen in der mensch-computer kommunikation. In H. Schauer & M. J. Tauber (Eds.), Psychologie der Computerbenutzung, Schriftenreihe der Oesterreichischen Computer Gesellschaft (Vol. 22, pp. 328–343). Wien, Muenchen: Oldenbourg Verlag.
Fischer, G., Burton, R. R., & Brown, J. S. (1978). Analysis of skiing as a success model of instruction: Manipulating the learning environment to enhance skill acquisition. In Proceedings of the second national conference of the Canadian Society for Computational Studies of Intelligence.
Fischer, G., Lemke, A., & Schwab, T. (1984). Active help systems. In Proceedings of the second European conference on cognitive ergonomics: Mind and computers. New York: Springer-Verlag.
Fischer, G., Lemke, A., & Schwab, T. (1985). Knowledge-based help systems. In Human factors in computing systems, Computer-human interface (CHI) conference proceedings (pp. 161–167). New York: Association for Computing Machinery.
Johnson, W. L., & Soloway, E. (1984). PROUST: Knowledge-based program understanding. In Proceedings of the seventh international conference on software engineering (pp. 369–380).
Lemke, A. C. (1985). ObjTalk84 reference manual (Technical Report CU-CS-291–85). Boulder: University of Colorado.
Norman, D. (1982). Some observations on mental models. In D. Gentner, & A. Stevens (Eds.), Mental models (pp. 7–14). Hillsdale, NJ: Lawrence Erlbaum Assoc.
Papert, S. (1980). Mindstorms: Children, computers and powerful ideas. New York: Basic Books.
Rathke, C. (1986). ObjTalk: Repraesentation von Wissen in einer objektorientierten Sprache. Unpublished doctoral dissertation, Universitaet Stuttgart, Fakultaet für Mathematik und Informatik.
Rathke, C., & Lemke, A. C. (1985). ObjTalk primer (Technical Report CU-CS-290–85). Boulder: University of Colorado.
Rich, C., & Shrobe, H. E. (1978). Initial report on a Lisp programmer’s apprentice, IEEE Transactions on Software Engineering, SE-4(6), 456–467.
Sleeman. D., & Brown, J. S. (Eds.), (1982). Intelligent tutoring systems. Computer and people series. Orlando, FL: Academic Press.
Wilensky, R., Arens, Y., & Chin, D. (1984). Talking to UNIX in English: An overview of UC. Communications of the ACM, 27, 574–593.
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Fischer, G. (1988). Enhancing Incremental Learning Processes With Knowledge-Based Systems. In: Mandl, H., Lesgold, A. (eds) Learning Issues for Intelligent Tutoring Systems. Cognitive Science. Springer, New York, NY. https://doi.org/10.1007/978-1-4684-6350-7_7
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DOI: https://doi.org/10.1007/978-1-4684-6350-7_7
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