Citation regression analysis of computer science publications in different ranking categories and subfields
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A number of bibliometric studies point out that the role of conference publications in computer science differs from that in other traditional fields. Thus, it is interesting to identify the relative status of journal and conference publications in different subfields of computer science based on the citation rates categorised by the China Computer Federation (CCF) classifications and venue types. In this research, we construct a dataset containing over 100,000 papers recommended by the CCF catalogue and their citation information. We also investigate some other factors that often influence a paper’s citation rate. An experimental study shows that the relative status of journals and conferences varies greatly in different subfields of computer science, and the impact of different publication levels varies according to the citation rate. We also verify that the classification of a publication, number of authors, maximum h-index of all authors of a paper, and average number of papers published by a publication have different effects on the citation rate, although the citation rate may have a different degree of correlation with these factors.
KeywordsCitation rate Computer science Influence factor Multiple regression
This work was partially supported by the State Key Laboratory of Software Development Environment of China (No. SKLSDE-2017ZX-15), the National Social Science Foundation of China (No. 13&ZD190), an Royal Society-Newton Advanced Fellowship Award, and the Fundamental Research Funds for the Central Universities.
- Beel, J., & Gipp, B. (2010). Academic search engine spam and google scholar’s resilience against it. Journal of Electronic Publishing, 13(3). http://quod.lib.umich.edu/cgi/t/text/text-idx?c=jep;view=text;rgn=main;idno=3336451.0013.305.
- Bornmann, L., & Daniel, H. D. (2008). Selecting manuscripts for a high-impact journal through peer review: A citation analysis of communications that were accepted by angewandte chemie international edition, or rejected but published elsewhere. Journal of the American Society for Information Science and Technology, 59(11), 1841–1852.CrossRefGoogle Scholar
- Bruin, J. (2006). Newtest: Command to compute new test. Los Angeles: UCLA: Academic Technology Services, Statistical Consulting Group.Google Scholar
- Dalgaard, P. (2008). Rates and poisson regression. In Introductory statistics with R (pp. 259–274). Berlin: Springer.Google Scholar
- Shamir, L. (2010). The effect of conference proceedings on the scholarly communication in computer science and engineering. Scholarly and Research Communication, 1(2). http://www.srconline.ca/index.php/src/article/viewFile/25/43.
- StataCorp (2005). Stata Statistical Software Release 9. College Station: StataCorp LP.Google Scholar
- Tang, J., Zhang, J., Yao, L., Li, J., Zhang, L., & Su, Z. (2008). Arnetminer: Extraction and mining of academic social networks. In Proceedings of the 14th ACM SIGKDD international conference on knowledge discovery and data mining, pp 990–998.Google Scholar