Research Article: “Evaluating the Impact of Citations of Articles Based on Knowledge Flow Patterns Hidden in the Citations”
The following article was published today by PLoS ONE.
Title
Authors
Mingyang Wang
Northeast Forestry University, Harbin, People’s Republic of China
Jiaqi Zhang
Northeast Forestry University, Harbin, People’s Republic of China
Shijia Jiao
Northeast Forestry University, Harbin, People’s Republic of China
Tianyu Zhang
Northeast Forestry University, Harbin, People’s Republic of China
Source
PLoS ONE 14(11): e0225276
DOI: 10.1371/journal.pone.0225276
Abstract
The effective evaluation of the impact of a scholarly article is a significant endeavor; for this reason, it has garnered attention. From the perspective of knowledge flow, this paper extracted various knowledge flow patterns concealed in articles citation counts to describe the citation impact of the articles. First, the intensity characteristic of knowledge flow was investigated to distinguish the different citation vitality of articles. Second, the knowledge diffusion capacity was examined to differentiate the size of the scope of articles’ influences on the academic environment. Finally, the knowledge transfer capacity was discussed to investigate the support degree of articles on the follow-up research. Experimental results show that articles got more citations recently have a higher knowledge flow intensity. The articles have various impacts on the academic environment and have different supporting effects on the follow-up research, representing the differences in their knowledge diffusion and knowledge transfer capabilities. Compared with the single quantitative index of citation frequency, these knowledge flow patterns can carefully explore the citation value of articles. By integrating the three knowledge flow patterns to examine the total citation impact of articles, we found that the articles exhibit distinct value of citation impact even if they were published in the same field, in the same year, and with similar citation frequencies.
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Filed under: Journal Articles, News, PLOS
About Gary Price
Gary Price (gprice@gmail.com) is a librarian, writer, consultant, and frequent conference speaker based in the Washington D.C. metro area. He earned his MLIS degree from Wayne State University in Detroit. Price has won several awards including the SLA Innovations in Technology Award and Alumnus of the Year from the Wayne St. University Library and Information Science Program. From 2006-2009 he was Director of Online Information Services at Ask.com. Gary is also the co-founder of infoDJ an innovation research consultancy supporting corporate product and business model teams with just-in-time fact and insight finding.
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