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An Evolution of Computer Science Research

In: Computers and Technology

Submitted By raptureready
Words 15250
Pages 61
Abbreviated version of this report is published as
"Trends in Computer Science Research"
Apirak Hoonlor, Boleslaw K. Szymanski and M. Zaki,
Communications of the ACM, 56(10), Oct. 2013, pp.74-83

An Evolution of Computer Science Research∗
Apirak Hoonlor, Boleslaw K. Szymanski, Mohammed J. Zaki, and James Thompson

Abstract
Over the past two decades, Computer Science (CS) has continued to grow as a research field. There are several studies that examine trends and emerging topics in
CS research or the impact of papers on the field. In contrast, in this article, we take a closer look at the entire CS research in the past two decades by analyzing the data on publications in the ACM Digital Library and IEEE Xplore, and the grants awarded by the National Science Foundation (NSF). We identify trends, bursty topics, and interesting inter-relationships between NSF awards and CS publications, finding, for example, that if an uncommonly high frequency of a specific topic is observed in publications, the funding for this topic is usually increased. We also analyze CS researchers and communities, finding that only a small fraction of authors attribute their work to the same research area for a long period of time, reflecting for instance the emphasis on novelty (use of new keywords) and typical academic research teams
(with core faculty and more rapid turnover of students and postdocs). Finally, our work highlights the dynamic research landscape in CS, with its focus constantly moving to new challenges arising from new technological developments. Computer science is atypical science in that its universe evolves quickly, with a speed that is unprecedented even for engineers. Naturally, researchers follow the evolution of their artifacts by adjusting their research interests. We want to capture this vibrant co-evolution in this paper.

1 Introduction...

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