• DocumentCode
    2180495
  • Title

    Conceptual modelling: Knowledge acquisition and model abstraction

  • Author

    Kotiadis, Kathy ; Robinson, Stewart

  • Author_Institution
    Operational Res. & Manage. Sci. Group, Univ. of Warwick Coventry, Coventry, UK
  • fYear
    2008
  • fDate
    7-10 Dec. 2008
  • Firstpage
    951
  • Lastpage
    958
  • Abstract
    Conceptual modelling has gained a lot of interest in recent years and simulation modellers are particularly interested in understanding the processes involved in arriving at a conceptual model. This paper contributes to this understanding by discussing the artifacts of conceptual modelling and two specific conceptual modelling processes: knowledge acquisition and model abstraction. Knowledge acquisition is the process of finding out about the problem situation and arriving at a system description. Model abstraction refers to the simplifications made in moving from a system description to a conceptual model. Soft Systems Methodology has tools that can help a modeller with knowledge acquisition and model abstraction. These tools are drawing rich pictures, undertaking analyses `one¿, `two¿, `three¿, and constructing a root definition and the corresponding purposeful activity model. The use of these tools is discussed with respect to a case study in health care.
  • Keywords
    computer aided analysis; knowledge acquisition; modelling; conceptual modelling processes:; knowledge acquisition; model abstraction; soft systems methodology; Decision making; Discrete event simulation; Feeds; Knowledge acquisition; Knowledge management; Medical services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2008. WSC 2008. Winter
  • Conference_Location
    Austin, TX
  • Print_ISBN
    978-1-4244-2707-9
  • Electronic_ISBN
    978-1-4244-2708-6
  • Type

    conf

  • DOI
    10.1109/WSC.2008.4736161
  • Filename
    4736161