Title
Simulation of the research process
Abstract
This paper presents first steps towards the development of a formal model of the research process. We evaluate the use of simulation as a tool for the evaluation of research strategies in nascent research organizations faced with the absence of significant data. We start by modeling the research process by using the "Publish or Perish" paradigm, a well-known criteria of evaluation of research. We demonstrate the use of this model for researchers to evaluate the effects of selection of a particular publishing venue over time. We then perform various experiments using this basic idea. By means of various visualization techniques, we see how researchers with similar publishing policies might self-organize in the form of groups. We also evaluate the effects of giving higher weights to articles in journals and see where the effects of publishing in these venues breaks even for both top as well as average acceptance rates.
Year
DOI
Venue
2008
10.1109/WSC.2008.4736206
Winter Simulation Conference
Keywords
Field
DocType
research strategy,basic idea,similar publishing policy,average acceptance rate,various visualization technique,nascent research organization,various experiment,particular publishing venue,formal model,research process,self organization,self assembly,mean squared error,simulation,modeling,publishing,social groups
Data science,Social group,Computational intelligence,Simulation,Publish or perish,Computer science,Self-organization,Research process,Publishing,Management science,Creative visualization
Conference
ISBN
Citations 
PageRank 
978-1-4244-2708-6
4
0.46
References 
Authors
6
4
Name
Order
Citations
PageRank
Muaz A. Niazi117724.55
Amir Hussain270529.16
Abdul Rauf Baig312615.82
Saeed Bhatti440.46