Abstract | ||
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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 |
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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. Niazi | 1 | 177 | 24.55 |
Amir Hussain | 2 | 705 | 29.16 |
Abdul Rauf Baig | 3 | 126 | 15.82 |
Saeed Bhatti | 4 | 4 | 0.46 |