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GLOBAL-DETECTOR: Knowledge-based analysis and diagnosis of economical performance on dairy farms

  • Wil H. G. J. Hennen
  • D. W. de Hoop
Conference paper
Part of the Lecture Notes in Control and Information Sciences book series (LNCIS, volume 174)

Abstract

The financial performance of a farm is nowadays more dependent on the farmer's technical knowledge and management skills. To support management, microcumputer programs can be used.

The Agricultural Economics Research Institute (LEI) developed the knowledge-based computer system GLOBAL-DETECTOR for globally analysing economical and technical bookkeeping-data and to give advice for improvement. This system, which software is programmed in the language muLISP, covers all returns and variable costs. For analysing the data, farm-adjusted standards are used. The acquisition and presentation of knowledge for the diagnosis of performance is done by a method (IMAGINE) which is developed especially for this research.

GLOBAL-DETECTOR supports decision-making. In this perspective, the extensive explanation-facilities possessed by the system are crucial. First experiences with the system seem positive. Although farmer's individual whishes and demands cannot be fulfilled casily with computer systems, GLOBAL-DETECTOR may be used on a large scale on account of the flexibility and user-friendliness.

Keywords

Expert System Milk Production Variable Cost Dairy Farm Management Information System 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. Alleblas, J.T.W. Management in de glastuinbouw, een zaak van passen en meten. Thesis. Den Haag, LEI, 1988. (English summary).Google Scholar
  2. Batte, M.T., G.D. Schnitkey and E. Jones. "Sources and uses of farm management information findings from the Ohio State University survey." In: R.P. King ed.: Future directions for farm information systems research. St. Paul, Agricultural Experiment Station University of Minnesota, 1990b.Google Scholar
  3. Bemelmans, T.M.A. Bestuurlijke informatiesystemen en automatiscring. Leiden, Stenfert Kroese, 1987.Google Scholar
  4. Boehlje M.D. and V.R. Eidman. Farm Management. New York, etc., John Wiley & Sons, 1984Google Scholar
  5. Boggess, W.G., P.J. van Blokland and S.D. Moss, FinARS: A Financial Analysis Review Expert System. Agr. Systems 31(1989), pp 19–34.Google Scholar
  6. Brand, A., J.H.M. Verheijden, D.S. Brée, J.F. Schreinemakers, J.A. Renkema and L.C. Zachariasse. ANIMAL FARM. An intelligent knowledge-based computer system for integral management in animal husbandry. Rotterdam, Erasmus University, Management Report Serie No. 11, 1986.Google Scholar
  7. Brée, D.S. and W.H.G.J. Hennen. "The use of expert systems for the interpretation of technical and economical performance of dairy farms." In: G. Schiefer ed.: Expertensysteme in der Agrarwirtschaft: Entwicklung, Erfahrung, Perspektiven. BRD, Vauk Kiel, 1989.Google Scholar
  8. Daatselaar, C.H.G. De invloed van de melkgift op het saldo per ha. Den Haag, LEI, 1988.Google Scholar
  9. Dobbins, C.L. A review of farm business analysis research. USA, University of Minnesota, Draft 2.2, 1988.Google Scholar
  10. Dobbins, C.L. and R.P. King. An expert system for interpreting the year-end business summary of crop-hog farms. USA, University of Minnesota, Draft 2, 1988.Google Scholar
  11. Evans, M., R. Mondor and D. Flaten. Expert Systems and Farm Management. Can. J. Agr. Ec. 37(1989), pp 639–666.Google Scholar
  12. Gier, JJ. de. Eight years Nitrogen Pilot Farm A.A.W. Theunissen. Meststoffen 3, 1990.Google Scholar
  13. Haan, T. de. Het ontwikkelen van bedrijfsspecificke vergelijkingsmaatstaven voor de analyse van het bedrijfsresultaat op melkveebedrijven. Den Haag, LEI, 1991. (submitted).Google Scholar
  14. Harsh, S.B., R. Brook, R. Harmon. "AIMS — Agricultural Integrated Management Software." Proceedings of the 3rd international DLG-Congress for computer technology on Integrated Decision Support Systems in Agriculture. BRD, Frankfurt a.M., 1990.Google Scholar
  15. Hayes-Roth, F., D.A. Waterman and D.B. Lenat [eds]: Building Expert Systems. Wokingham, England etc., Addison-Wesley Publishing Company, 1983.Google Scholar
  16. Hennen, W.H.G.J. De methode voor het bouwen van expert systemen: Getest voor de analyse van de omzet op melkveebedrijven. LEI, Den Haag, 1989.Google Scholar
  17. Hennen, W.H.G.J. Elicitatie-technieken. Mogelijkheden en beperkingen voor de ontwikkeling van de GLOBAL-DETECTOR en de modules van het MPP-project. Den Haag, LEI, 1991a. (in preparation).Google Scholar
  18. Hennen, W.H.G.J. IMAGINE: Acquisition, representation and presentation of economical performance knowledge. Den Haag, LEI, 1991b. (in preparation).Google Scholar
  19. Hennen, W.H.G.J. and D.W. de Hoop. Een computermatige kijk op het stikstofproefbedrijf van A.A.W. Theunissen. Meststoffen, 1991 (?) (submitted).Google Scholar
  20. Hoop, D.W. de, J. Engelsma, G.J. Wisselink. De tactische boer; het management en de informatiebehoefte van melkvoehouders. Den Haag, LEI, 1988.Google Scholar
  21. James, S.C. and E. Stoneberg. Farm Accounting and Business Analysis. Ames: Iowa State University Press, 1986.Google Scholar
  22. King, R.P. and S.T. Sonka. "Management Problems of Farms and Agricultural Firms." In: R.J. Hildreth, K.L. Lipton, K.C. Clayton, C.C. O'Connor [eds]: Agriculture and rural areas approaching the twenty-first century; Challenges for Agricultural Economics. Iowa, Iowa State University Press, 1988.Google Scholar
  23. King, R.P., S.B. Harsh and C.L. Dobbins. Farm information systems: farmer needs and system design strategies. TSL, 5(1990)1, pp 34–59.Google Scholar
  24. LEI/VLB. Gedetaileerd informatiemodel "analyse en diagnose". Den Haag/Leiden, LEI/VLB, 1989.Google Scholar
  25. Longchamp, J.Y., J.P. Nicoletti and L. Lescar. "A Coherent set of Decision Support Software for Farm Management." Proceedings of the 3rd international DLG-Congress for computer technology on Integrated Decision Support Systems in Agriculture. BRD, Frankfurt a.M., 1990.Google Scholar
  26. McGrann, J.M., K. Karkosh and C. Osborne. Agricultural Financial Analysis Expert Systems: Software Description. Can. J. Agr. Ec. 37(1989), pp 695–708.Google Scholar
  27. Morahan, A.G., D.J. Ruane and M. Butler. "The development and evaluation of a microcomputer based management information system for a dairying enterprise." In: Dodd and Grace [eds]: Land and Water Use. Balkema, Rotterdam, 1989.Google Scholar
  28. Phillips, J.J. and S.B. Harsh. "An Expert System Application to the Financial Analysis of Lender Case Farm Records." Paper presented at AAEA annual meeting. Lansing, Michigan, 1987.Google Scholar
  29. Poppe, K.J. Van bedrijfsuitkomsten tot financiěle positie (BEF). Samenvattend overzicht van landbouwbedrijven tot en met 1984/1985. Den Haag, LEI, 1986.Google Scholar
  30. Poppe, K.J. "Using farm accounts: a survey and recommendations for further research." In: K.J. Poppe ed.: Information needs and accounting in agriculture. Den Haag, LEI, 1991a. (in press).Google Scholar
  31. Poppe, K.J. "Determining farmers' financial information requirements." In K.J. Poppe ed.: Information needs and accounting in agriculture. Den Haag, LEI, 1991b. (in press).Google Scholar
  32. Roep, D., J.D. van der Ploeg and C. Leeuwis. Zicht op duurzaamheid en kontinuïteit, bedrijfsstijlen in de Achterhoek. LUW, vakgr. Agr. Ontwikkelingssociologie, Wageningen, 1991.Google Scholar
  33. Smith, T.R. The Potential Application of Expert Systems in Dairy Extension Education. J. Dairy Sci 72(1989), pp 2760–2766.Google Scholar
  34. Steele, G.L. Jr. Common LISP: The Language. USA, Digital Press, 1984.Google Scholar
  35. Waterman, D.A. A guide to Expert Systems. Reading, etc., Addison-Wesley Publishing Company, 1985.Google Scholar
  36. Webster, J.P.G. and J.J. Amos. Expert systems for agricultural management. Farm Management 24, 1987Google Scholar
  37. Zachariasse, L.C. Farmer and Farm returns. An analysis of causes of differences in profitability of similar arable farms in the North-East-Polder. Thesis, Wageningen, 1974. (English summary).Google Scholar
  38. Zachariasse, L.C. Managementeapaciteiten: elementen en beïnvloeding. In: Bureau PHLO [eds]: Achtergrond en gebruik van economische modellen en expertsystemen ter ondersteuning van management-beslissingen op melkyeeen varkensbedrijven. PHLO, Wageningen, 1990a.Google Scholar
  39. Zachariasse, L.C. "Farm management information systems planning and development in the Netherlands." In: R.P. King ed.: Future directions for farm information systems research, St. Paul, Agricultural Experiment Station University of Minnesota, 1990b.Google Scholar

Copyright information

© International Federation for Information Processing 1992

Authors and Affiliations

  • Wil H. G. J. Hennen
    • 1
  • D. W. de Hoop
    • 1
  1. 1.Section of Animal HusbandryAgricultural Economics Research InstituteDen HaagHolland

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