Paper Info
Title
A tutorial on conceptual modeling for simulation.
Abstract
Conceptual modeling is the abstraction of a simulation model from the part of the real world it is representing; in other words, choosing what to model, and what not to model. This is generally agreed to be the most difficult, least understood and most important task to be carried out in a simulation study. In this tutorial the problem of conceptual modeling is first illustrated through an example of modeling a hospital clinic. We define the term 'conceptual model' and go on to identify the artefacts of conceptual modeling and hence the role of conceptual modeling in the simulation project life-cycle. The discussion then focuses on the requirements of a conceptual model, the benefits and approaches for documenting a conceptual model, and frameworks for guiding the conceptual modeling activity. One specific framework is described and illustrated in more detail. The tutorial concludes with a discussion on the level of abstraction.
Year
DOI
Venue
2015
10.1109/WSC.2015.7408298
Winter Simulation Conference
Field
DocType
ISSN
Data modeling,Conceptual schema,Abstraction,Systems engineering,Conceptual model,Computer science,Simulation,Data model,Domain model,Conceptual model (computer science),Encoding (memory)
Conference
0891-7736
ISBN
Citations 
PageRank 
978-1-4673-9741-4
1
0.36
References 
Authors
11
1
Name
Order
Citations
PageRank
Stewart Robinson158350.51