Skip to main content

Small Business Diagnosis Using Statistical Modelling and Artificial Intelligence

  • Conference paper
Recent Research in Financial Modelling

Part of the book series: Contributions to Management Science ((MANAGEMENT SC.))

  • 46 Accesses

Abstract

In the research project described in this paper an automated business diagnosis system (called Phalanx) is developed, specifically for use by consultants advising small businesses. An automated business diagnosis system can be defined as a computer program that delivers an opinion of the viability of a company. As a working hypothesis, it is assumed that the use of such a system improves the performance of the consultant; better judgements are made with such a system than without one.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Aldrich J.H, Nelson F.D.: “Linear probability, logit, and probit models”, Sage University Paper Series on Quantitative Applications in the Social Sciences, series no. 07–045, Sage Pubns., Beverly Hills, 1984

    Google Scholar 

  • Altman E.I., Avery R.B., Eisenbeis R.A., Sinkey J.F.: “Application of classification techniques in business, banking and finance”, JAI Press, Greenwich, 1981

    Google Scholar 

  • Altman E.I. (ed.): “International Business Failure Prediction Models, North-Holland”, Amsterdam, 1988

    Google Scholar 

  • Bilderbeek J., “Financiële ratio-analyse”, Stenfert Kroese, Leiden, 1979.

    Google Scholar 

  • Bouwman M.J: “Human diagnostic reasoning by computer: an illustration from financial analysis”, Management Science Vol. 29 pp 653–672, 1983.

    Article  Google Scholar 

  • Bouwman M.J.: “Financial diagnosis: a cognitive model of the processes involved”, Ph.D. thesis, Carnegie-Mellon University, University Microfilms #7818922, 1978.

    Google Scholar 

  • Cohn, A.G.: “Qualitative reasoning”, Advanced Topics in Artificial Intelligence, Lecture Notes in Artificial Intelligence, issue 345, ed. by R.T. Nossum, Springer-Verlag, Berlin, 1987.

    Google Scholar 

  • Courtney J.F., Paradice D.B., Ata Mohammed N.H.: “A Knowledge-Based DSS For Managerial Problem Diagnosis”, Decision Sciences, Vol. 18, pp 373–399, 1987.

    Article  Google Scholar 

  • Daniels H.A.M., Feelders A.J.: “Model-based diagnosis of business performance: a constraint-logic programming approach”, Tilburg University, 1990.

    Google Scholar 

  • Simon H.: “The new science of management decision”, Harper, New York, 1960.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1993 Physica-Verlag Heidelberg

About this paper

Cite this paper

van der Horst Jansen, O. (1993). Small Business Diagnosis Using Statistical Modelling and Artificial Intelligence. In: Stokking, E.J., Zambruno, G. (eds) Recent Research in Financial Modelling. Contributions to Management Science. Physica-Verlag HD. https://doi.org/10.1007/978-3-642-46938-1_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-46938-1_16

  • Publisher Name: Physica-Verlag HD

  • Print ISBN: 978-3-7908-0683-0

  • Online ISBN: 978-3-642-46938-1

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics