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Study on the Method of Identifying Research Fronts Based on Keywords Co-occurrence
Received date: 2016-01-04
Revised date: 2016-02-05
Online published: 2016-02-20
[Purpose/significance] The research on the method of identifying research fronts has been the focus of scholars, this paper aims to analyze the advantages and disadvantages of existing research fronts identifying methods, establish a relatively reasonable research fronts identifying method model, and quickly and efficiently aid R&D managers and policy makers to identify research frontiers. [Method/process] Based on summarizing the related concepts about research fronts and the characteristic of research fronts, it defines the connotation of research front and proposes two indexes of research fronts ages and authors number with the concern for identifying research fronts. Then it builds a feasible method about identifying research fronts based on keywords co-occurrence, and applies in LED. [Result/conclusion] The result indicates that the method not only can effectively identify research fronts but also track the generation, growth, decline, and disappearance of research fronts.
Key words: keywords co-occurrence; research front; research area analysis
Zheng Yanning , Xu Xiaoyang , Liu Zhihui . Study on the Method of Identifying Research Fronts Based on Keywords Co-occurrence[J]. Library and Information Service, 2016 , 60(4) : 85 -92 . DOI: 10.13266/j.issn.0252-3116.2016.04.012
[1] 许晓阳,郑彦宁,赵筱媛,等. 研究前沿识别方法研究进展[J].情报理论与实践,2014(6):139-144.
[2] SMALL H, GRIFFITH B C. The structure of scientific literatures:I. Identifying and graphing specialties[J]. Science studies, 1974, 4(1):17-40.
[3] SMALL H, UPHAM P. Citation structure of an emerging research area on the verge of application[J]. Scientometrics, 2009, 79(2): 365-375.
[4] GARFIELD E. Research fronts[J]. Current contents, 1994, 41:3-7.
[5] ZHAO D Z,STROTMANN A. Can citation analysis of Web publications better detect research fronts?[J]. Journal of the American Society for Information Science and Technology, 2007, 58(9): 1285-1302.
[6] PERSSON O. The intellectual base and research fronts of JASIS 1986-1990[J].Journal of the American Society for Information Science, 1994, 45(1):31-38.
[7] MORRIS S A, YEN G, WU Z. Time line visualization of research front[J]. Journal of the American Society for Information Science and Technology, 2003, 54(5): 413-422.
[8] JARNEVING B. A comparison of two bibliometric methods for mapping of the research front[J]. Scientometrics, 2005, 65(2): 245-250.
[9] JARNEVING B. Bibliographic coupling and its application to research front and other core documents[J]. Journal of informetrics.2007, 1(4):287-307.
[10] SCHIEBEL E. Visualization of research fronts and knowledge bases by three-dimensional areal densities of bibliographically coupled publications and co-citations[J].Scientometrics, 2012, 91(2):557-566.
[11] SHIBATA N, KAJIKAWA Y, TAKEDA Y, et al. Detecting emerging research fronts based on topological measures in citation networks of scientific publications[J].Technovation,2008,28(11):758-775.
[12] SHIBATA N, KAJIKAWA Y, TAKEDA Y, et al. Comparative study on methods of detecting research fronts using different types of citation[J]. Journal of the American Society for Information Science and Technology, 2009, 60(3):571–580.
[13] TAKEDA Y, KAJIKAWA Y. Optics: a bibliometric approach to detect emerging research domains and intellectual bases[J]. Scientometrics, 2009, 78(3):543–558.
[14] TAKEDA Y, KAJIKAWA Y, MATSUSHIMA K, et al. Computer-assisted road mapping: a case study in energy research[J]. Foresight, 2010, 12(2):4-15.
[15] PRICE D D. Networks of science papers[J].Science, 1965, 149(3683):510-515.
[16] CHEN C. CiteSpace II: detecting and visualizing emerging trends and transient patterns in scientific literature[J]. Journal of the American Society for Information Science and Technology, 2006, 57(3):359-377.
[17] 刘志辉,郑彦宁.研究专业演化图谱及其应用研究[J].情报学报,2011,30(11):1178-1186.
[18] NEWMAN M E J.Fast algorithm for detecting community structure in networks[J]. Physical review E, 2004,69(6):1-5.
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