Skip to main content
Log in

Expert systems and human knowledge: A view from the sociology of science

  • Published:
AI & SOCIETY Aims and scope Submit manuscript

Abstract

After the setbacks suffered in the 1970s as a result of the ‘Lighthill Report’ (Lighthill, 1973), the science of Artificial Intelligence (AI) has undergone a dramatic revival of fortunes in the 1980s. But despite the obvious enormity and complexity of the problems tackled by AI, it still remains rather parochial in relation to the import of alternative though potentially fruitful ideas from other disciplines. With this in mind, the aim of the present paper is to utilise ideas from the sociology of science in order to explore some current issues in AI and, in particular, the branch of expert systems.

It is argued that the sociology of sciences shares a common focus of enquiry along with AI — namely, the nature of knowledge — and has a role to play in the understanding, design and future development of expert systems.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

References

  • Barnes, B. (1982).T.S. Kuhn and Social Science. The Macmillan Press, London.

    Google Scholar 

  • Barnes, B. and S. Shapin (1979).Natural Order. Sage Publications Inc., London.

    Google Scholar 

  • Bloomfield, B.P. (1986a). Epistemology for Knowledge Engineers,Communication and Cognition — Artificial Intelligence. 3. 305–320.

    Google Scholar 

  • Bloomfield, B.P. (1986b). Capturing Expertise by Rule Induction,The Knowledge Engineering Review. 1(4). 30–36.

    Google Scholar 

  • Bloomfield, B.P. (1987a). More Comments on Rule Induction: a reply to Bratko and Michie,The Knowledge Engineering Review. 2.

  • Bloomfield, B.P. (1987b).The Question of Artificial Intelligence: philosophical and sociological perspectives. Croom Helm, London.

    Google Scholar 

  • Boden, M.A. (1981).Minds and Mechanisms: philosophy, psychology and computational models. Harvester Press, Brighton.

    Google Scholar 

  • Collins, H.M. (1986). The Turing Test: sociological approaches. Paper presented to the Annual Conference of the Society for Social Studies of Science, Pittsburgh, 25–28 October.

  • Collins, H.M. (1987a). Expert Systems and the Science of Knowledge, in Bijker, Hughes and Pinch (eds)New Directions in the Sociology of Technology. MIT Press, Cambridge, Mass.

    Google Scholar 

  • Collins, H.M. (1987b). Expert systems, Artificial Intelligence and the Behavioural Co-ordinates of Skill, in Bloomfield (ed)The Question of Artificial Intelligence. 258–282.

  • Collins, H.M., R.H. Green and R.C. Draper (1985). Where's the Expertise: Expert Systems as a medium of knowledge transfer, in Merry (ed.)Expert Systems 85. Cambridge University Press, Cambridge.

    Google Scholar 

  • Dreyfus, H.L. (1981). From Micro-Worlds to Knowledge Representation: AI at an impasse, in Haugeland (ed.)Mind Design. Bradford Books, Montgomery, Vermont.

    Google Scholar 

  • Elias, N. (1982). Scientific Establishments, in Elias, Martins and Whitely (eds)Scientific Establishments and Hierarchies, Sociology of Sciences. 6. 3–69. Reidel, Dordrecht.

    Google Scholar 

  • (1987) Expert Systems in Business, Expert Systems for Money Makers. 1. 12–14.

    Google Scholar 

  • Feigenbaum, E.A. and P. McCorduck (1984).The Fifth Generation. Pan Books, London.

    Google Scholar 

  • Ferguson, E.S. (1977). The Mind's Eye: nonverbal thought in technology,Science. 197 (4306). 827–836.

    Google Scholar 

  • Fleck, L. (1979 orig. 1935).Genesis and Development of a Scientific Pact. University of Chicago Press, Chicago.

    Google Scholar 

  • Gardner, H. (1985).The Mind's New Science. Basic Books, New York.

    Google Scholar 

  • Gilbert, G.N. and C. Heath (1985).Social Action and Artificial Intelligence. Gower, Aldershot.

    Google Scholar 

  • Kuhn, T.S. (1982).The Structure of Scientific Revolutions. University of Chicago Press, Chicago.

    Google Scholar 

  • Latour, B. (1985). Visualization and Cognition: thinking with eyes and hands, inKnowledge and Society: studies in the sociology of culture past and present. 6. 1–40.

    Google Scholar 

  • Lenat, D. (1977). The Ubiquity of Discovery,Artificial Intelligence. 9. 257–285.

    Google Scholar 

  • Lighthill, Sir J. (1973). Artificial Intelligence: a general survey, inArtificial Intelligence: a paper symposium. 1–21. Science Research Council, London.

    Google Scholar 

  • Michie, D. and R. Johnston, R. (1985).The Creative Computer. Penguin Books, Harmondsworth.

    Google Scholar 

  • Narayanan, A. (1986). Why AI Cannot Be Wrong, in Gill (ed.)Artificial Intelligence for Society. John Wiley and Sons, Chichester.

    Google Scholar 

  • Popper, K. (1959 orig. 1934).The Logic of Scientific Discovery. Hutchinson, London.

    Google Scholar 

  • Schopman, J. (1987. Frames of Artificial Intelligence, in Bloomfield (ed)The Question of Artificial Intelligence, 165–219. Croom Helm. London.

    Google Scholar 

  • Shapin, S. (1982). History of Science and its Sociological Reconstructions.History of Science. 20. 157–211.

    Google Scholar 

  • Shapiro, A. (1983). The Role of Structured Induction in Expert systems.

  • Unpublished Ph.D. thesis, Edinburgh.

  • Sloman, A. (1978).The Computer Revolution in Philosophy: philosophy, science and models of mind. Harvester Press, Brighton.

    Google Scholar 

  • Suchman, L. (1986). Action in Cognitive Science,ISL Technical Note. Xerox Corporation, Palo Alto.

    Google Scholar 

  • Turkle, S. (1984).The Second Self. Granada, London.

  • Waterman, D.A. (1985).A Guide to Expert systems. Addison-Wesley Publishing Co., Reading, Mass.

    Google Scholar 

  • Winograd, T. (1972).Understanding Natural Language. Edinburgh University Press, Edinburgh.

    Google Scholar 

  • Woolgar, S. (1985). Why Not a Sociology of Machines? The case of sociology and artificial intelligence,Sociology. 19. 557–572.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bloomfield, B.P. Expert systems and human knowledge: A view from the sociology of science. AI & Soc 2, 17–29 (1988). https://doi.org/10.1007/BF01891440

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01891440

Keywords

Navigation