A methodology to allow rural extension professionals to build target-specific expert systems for Australian rural business operators

Expert systems (ES) development technology has been used to build rural business applications in the past but these have usually been developed using traditional expert systems shells. This paper introduces a new architecture for the development of a design environment where the domain experts can build a knowledge base for target-specific ES for rural business operators. The system allows rural business operators to use their own knowledge in building their own, target-specific ES for tailored development to their own specific requirements. At this stage, this reusable design environment caters for the Australian dairy industry but in the long run we claim it will be useful for the other livestock based rural industries such as beef cattle and sheep. This approach of developing target-specific ES contributes new knowledge in that it provides a new way of developing decision support by allowing human domain experts to develop relevant ES for different livestock farming business. An evolutionary prototyping approach was employed for initial development of a proof of concept example and as a method of outlining the solution environment. Multiple qualitative data collection methods were engaged to facilitate knowledge acquisition in the domain of milk protein enhancement for dairy operations. This paper also describes the generic development procedure used in this project.

[1]  Kevin B. Korb,et al.  Developing an ontology for the meteorological forecasting process , 2004 .

[2]  P. Cox Some issues in the design of agricultural decision support systems , 1996 .

[3]  Richard E. Plant,et al.  Combining expert system and GIS technology to implement a state-transition model of oak woodlands , 2000 .

[4]  Peter L. Nuthall,et al.  Expert systems for animal feeding management Part II: Farmers' attitudes , 1996 .

[5]  Zetian Fu,et al.  Fish-Expert: a web-based expert system for fish disease diagnosis , 2002, Expert Syst. Appl..

[6]  Lloyd A. Smith,et al.  Optimisation techniques for a computer simulation of a pastoral dairy farm , 1998 .

[7]  C. Lokhorst,et al.  An Expert System for Monitoring the Daily Production Process in Aviary Systems for Laying Hens , 1996 .

[8]  John G. Gammack,et al.  Human-centred decision support: The IDIOMS system , 1992, AI & SOCIETY.

[9]  Jay Liebowitz,et al.  INTEGRATING EXPERT SYSTEMS AND MULTIMEDIA: THE PROTOCOL MULTIMEDIA EXPERT SYSTEM , 1995 .

[10]  Ruimin Shen,et al.  GA based CBR approach in Q&A system , 2004, Expert Syst. Appl..

[11]  G. Ash,et al.  An expert system for the management of Botrytis cinerea in Australian vineyards. I. Development , 1998 .

[12]  C. P. Yialouris,et al.  DIARES-IPM: a diagnostic advisory rule-based expert system for integrated pest management in Solanaceous crop systems , 2003 .

[13]  Donald Kerr,et al.  DAIRYPRO—a knowledge-based decision support system for strategic planning on sub-tropical dairy farms. I. System description , 1999 .

[14]  Alan J. Thomson,et al.  A web-based expert system for advising on herbicide use in Great Britain , 2004 .

[15]  Susan Craw,et al.  Combining deliberative and computer-based methods for multi-objective land-use planning , 2006 .

[16]  Christian Wagner End Users as Expert System Developers? , 2000, J. Organ. End User Comput..

[17]  Donald Kerr,et al.  The effect of rapid rural industry changes on the development of a decision support system for dairy farmers in Australia , 2006 .

[18]  Ivan Prebil,et al.  Object-oriented environment for design and production preparation of large rolling rotational connections , 2002 .

[19]  N. Arumugam,et al.  Expert system applications in irrigation management: an overview , 1997 .

[20]  Viorel Negru,et al.  An Extensible Environment for Expert System Development , 2003, KES.

[21]  Y. Cohen,et al.  A national knowledge-based crop recognition in mediterranean environment , 2002 .

[22]  H. M. Rauscher,et al.  AppBuilder for DSSTools: an application development environment for developing decision support systems in Prolog. , 2000 .

[23]  Alejandro Quintero,et al.  Prototyping an intelligent decision support system for improving urban infrastructures management , 2005, Eur. J. Oper. Res..

[24]  Kweku-Muata Osei-Bryson,et al.  CPEST: An expert system for the management of pests and diseases in the Jamaican coffee industry , 2007, Expert Syst. Appl..

[25]  Tanya J. McGill,et al.  User-Developed Applications: Can End Users Assess Quality? , 2002, J. Organ. End User Comput..

[26]  Alan J. Thomson,et al.  Forest tree disease diagnosis over the World Wide Web , 1998 .

[27]  Alexander B. Sideridis,et al.  An expert system for tomato diseases , 1996 .

[28]  Walter D. Potter,et al.  A web-based expert system for gypsy moth risk assessment , 2000 .

[29]  C. Bastiaansen,et al.  EXSYS, an expert system for diagnosing flowerbulb diseases, pests and non-parasitic disorders , 1998 .

[30]  Q. B. Chung,et al.  Lessons learned from developing a mission-critical expert system with multiple experts through rapid prototyping , 2001, Expert Syst. Appl..

[31]  Christine W. Chan An expert decision support system for monitoring and diagnosis of petroleum production and separation processes , 2005, Expert Syst. Appl..

[32]  Timothy Paul Cronan,et al.  Applications development by end-users: can quality be improved? , 2000, Decis. Support Syst..

[33]  John G. Gammack Constructive design environments: implementing end-user systems development , 1999 .

[34]  D. Morgan Focus groups for qualitative research. , 1988, Hospital guest relations report.

[35]  Asunción Gómez-Pérez,et al.  METHONTOLOGY: From Ontological Art Towards Ontological Engineering , 1997, AAAI 1997.

[36]  Steven L. Alter Which Life Cycle - Work System, Information System, or Software? , 2001, Commun. Assoc. Inf. Syst..

[37]  Bernard Hubert,et al.  Modelling expert knowledge with knowledge-based systems to design decision aids: The example of a knowledge-based model on grazing management , 1999 .

[38]  Ralph Stair,et al.  Fundamentals of Information Systems , 2001 .