DocumentCode
3746878
Title
A survey on methodological aspects of computer simulation as research technique
Author
Ingo J. Timm;Fabian Lorig
Author_Institution
Business Informatics I, University of Trier, D-54296, GERMANY
fYear
2015
Firstpage
2704
Lastpage
2715
Abstract
Computer simulation has evolved to a standard means for planning, analyzing, and optimizing complex systems. Yet, a twofold usage can be observed: as a tool for generating data and as a method for deriving knowledge. The objective of this paper is to outline epistemological consequences arising from this methodological uncertainty by analyzing the state of discussion as well as challenges of using simulation as a research technique for deriving knowledge. On basis of the WSC archive, we performed a survey to analyze the methodical application of procedure models established in computer simulation and to identify whether these models provide differentiated methodological support for conducting simulation studies. The contribution of this paper is a survey on procedural approaches as well as the proposition of methodological challenges of computer simulation as a research technique in information systems research.
Keywords
"Computational modeling","Computer simulation","Analytical models","Context","Context modeling","Mathematical model","Information systems"
Publisher
ieee
Conference_Titel
Winter Simulation Conference (WSC), 2015
Electronic_ISBN
1558-4305
Type
conf
DOI
10.1109/WSC.2015.7408377
Filename
7408377
Link To Document