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
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;
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
DOI :
10.1109/WSC.2008.4736161