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Comparative Study of Main Path Analysis and Highly-cited-paper Clustering to Identify Domain Evolving Structure
Received date: 2012-10-15
Revised date: 2012-12-24
Online published: 2013-02-05
Highly cited papers method is commonly used to reflect the domain evolving structure by calculating the node similarity, while the main path analysis reflects the domain evolving structure by calculating the node connectivity. Based on the differences between these two methods and taking fullerene citation data as the sample, this paper comparatively studies the complete network of main path component and highly-cited-paper network of same number vertex with Pajek and HistCiteTM. The result shows that the network structure and components are significantly different between of them. Furthermore, the cited counts of the main path node every year reveal that most path components are not completely the highly-cited papers and that the method of main path analysis is unique.
Han Yi , Tong Ying , Xia Hui . Comparative Study of Main Path Analysis and Highly-cited-paper Clustering to Identify Domain Evolving Structure[J]. Library and Information Service, 2013 , 57(03) : 11 -16 . DOI: 10.7536/j.issn.0252-3116.2013.03.002
[1] Bjrk B-C. A model of scientific communication as a global distributed information system.. http://informationr.net/ir/12-2/p307.pdf.
[2] Goffman W. Mathematical approach to the spread of scientific ideas-The history of mast cell research[J].Nature,1966,212(5061):449-452.
[3] Jahn M.Changes with growth of the scientific literature of two biomedical specialties. Philadephia: Drexel University,1972.
[4] Small H.Nuclear physics in the physical review 1927-1940.Unpulished Report of a Study at the American Institute of Physics,1970.
[5] Hummon N, Doreian P. Connectivity in a citation network: The development of DNA theory[J]. Social Networks, 1989, 11(1): 39-63.
[6] Braam R R, Moed H F, van Raan A F J. Mapping of science by combined co-citation and word analysis. I: Structural aspects[J].Journal of the American Society for Information Science, 1991,42(4):233-251.
[7] Braam R R, Moed H F, van Raan A F J. Mapping of science by combined co-citation and word analysis. II: Dynamical aspects[J]. Journal of the American Society for Information Science, 1991, 42(4):252-266.
[8] White H D. Pathfinder networks and author cocitation analysis: A remapping of paradigmatic information scientists[J].Journal of the American Society for Information Science and Technology, 2003, 54(5):423-434.
[9] Mapping execellence in economics.. http://europa.eu.int/comm/research/rtdinfo_en.html.
[10] National Institute of Science and Technology Policy(JAPAN). Science map 2004-Study on hot research areas(1999-2004) by bibliometric method.NISTEP,Report No.100(NISTEP,Report No.95 Follow-up), 2007.
[11] Carley K M, Hummon N, Harty M. Scientific influence: An analysis of the main path structure in the journal of conflict resolution[J]. Science Communication,1993,14(4):417-447.
[12] Verspagen B. Mapping technological trajectories as patent citation networks: A study on the history of fuel cell research..http://dimetic.dime-eu.org/dimetic_files/Lect%209%20to%20Verspagen%20-%20Verspangen.pdf.
[13] 杨中楷,刘佳.基于专利引文网络的技术轨道识别研究——以太阳能光伏电池板为例[J].科学学研究,2011,29(9):1311-1317.
[14] 董克,刘德洪,江洪,等.基于主路径分析的结果改进研究[J].情报理论与实践,2011,34(3):113-116.
[15] Garfield E, Pudovkin A I, Istomin V S. Algorithmic citation linked historiography:Mapping the literature of science//Proceedings of the 65th Annual Meeting of the American Society for Information Science & Technology. Philadelphia:ASIST, 2002:14-24.
[16] Garfield E, Pudovkin A I, Istomin V S. Mapping the output of topical searches in the Web of Knowledge and the case of Watson-Crick[J]. Information Technology and Libraries, 2003,22(4):183-187.
[17] Garfield E, Pudovkin A I, Istomin V S. Why do we need algorithmic historiography?[J].Journal of the American Society for Information Science and Technology, 2003, 54(5):400-412.
[18] Batagelj V. Efficient algorithms for citation network analysis..http://www.google.com.hk/search?hl=zh-CN&source=hp&q=Effcient+Algorithm+for+Citation+Networks+Analysis&btnG=Google+%E6%90%9C%E7%B4%A2&aq=f&aqi=&aql=&oq=&gs_rfai=.
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