Library and Information Service >
Research Review on the Main Path Analysis of Patent Citation Networks
Received date: 2016-06-28
Revised date: 2016-09-14
Online published: 2016-10-20
[Purpose/significance] In this paper, some typical methods of the main path analysis (MPA) of the patent citation network are reviewed in order to provide new ideas for further research. [Method/process] Firstly, the significance of MPA of the patent citation network for technology evolution research was elaborated. Then, a comprehensive literature review of the MPA research based on the patent citation network was conducted. [Result/conclusion] The research achievements are summarized in three aspects:the algorithm research, the applied research, and the method-optimization research. The limitations in current MPA research are discussed. Finally, the possible research work in the future are discribed.
Zhang Xian , Fang Shu . Research Review on the Main Path Analysis of Patent Citation Networks[J]. Library and Information Service, 2016 , 60(20) : 140 -148 . DOI: 10.13266/j.issn.0252-3116.2016.20.017
[1] 刘倩楠. 基于专利引文网络的技术演进路径识别研究——以"以太网技术"为例[D]. 大连:大连理工大学, 2010.
[2] 刘小玲. 基于专利网络的技术演进研究[D]. 北京:中国科学院研究生院, 2011.
[3] HUMMON N P, DOREAIN P. Connectivity in a citation network:the development of DNA theory[J].Social networks,1989,11(1):39-63.
[4] 韩毅, 金碧辉. 基于连通性的引文网络结构分析新视角:主路径分析[J]. 科学学研究, 2012, 30(11):1634-1640.
[5] 陈亮, 张志强. 技术演化研究方法进展分析[J]. 图书情报工作, 2012,56(17):59-66.
[6] BATAGELJ V. Efficient algorithms for citation network analysis[EB/OL].[2015-10-14]. http://www.researchgate.net/publication/1956732.
[7] HOM H C, LIN V H, LIU J S. Exploring knowledge diffusion among nations:a study of core technologies in fuel cells[J]. Scientometrics, 2014, 100(1):149-171.
[8] 彭爱东, 黎欢, 王洋. 基于专利引文网络的技术演进路径研究——以激光显示技术领域为例[J]. 情报理论与实践, 2013,36(8):57-61.
[9] 许琦. 基于专利引证网络的技术范式分析——以半导体制造领域为例[J]. 图书情报工作, 2013,57(4):112-119.
[10] VERSPAGEN B. Mapping technological trajectories as patent citation networks:a study on the history of fuel cell research[J]. Advance in complex system, 2007,10(1):93-115.
[11] DAVID B T, FERNANDO J S, ITZIAR C M. Mapping the importance of the real world:the validity of connectivity analysis of patent citations networks[J]. Research policy, 2011, 40(3):473-486.
[12] MARTINELLI A. Technological trajectories and industry evolution:the case of the telecom switching industry[EB/OL].[2015-10-14]. https://pure.tue.nl/ws/files/3279369/Metis222759.pdf.
[13] CHOI C, PARK Y. Monitoring the organic structure of technology based on the patent development paths[J]. Technological forecasting and social change, 2009, 76(6):754-768.
[14] TRAJTENBERG M. A penny for your quotes:patent citations and the value of innovations[J]. RAND journal of economics, 1990, 21(1):172-187.
[15] MOGEE M E, KOLAR R G. International patent analysis as a tool for corporate technology analysis and planning[J]. Technology analysis & strategic management, 1994, 6(4):485-503.
[16] 王燕玲. 技术轨道识别研究——以专利引文网络主路径分析为方法[D]. 武汉:武汉大学, 2013.
[17] 韩毅. 基于引文网络主路径的领域演化结构与知识扩散研究[D]. 北京:中国科学院研究生院, 2011.
[18] GUAN J C, SHI Y. Transnational citation, technological diversity and small world in global nanotechnology patenting[J]. Scientometrics, 2012,93(3):609-633.
[19] YANG Z K, HUANG Y, LIU J, et al. Research on identification of technological trajectory based on patent citation network-taking wind motors technology as an example[C]//Proceeding of the 2012 IEEE ISMOT. Hangzhou:IEEE Press, 2012:216-220.
[20] XU Y S, HUA X F. Mapping technological trajectories as patent citation networks:taking the Aero-Engine industry as an example[C]//Proceedings of the 2014 ICMET. Kanazawa:IEEE, 2014:2827-2835.
[21] YUAN F, MIYAZAKI K. Understanding the dynamic nature of technological change using trajectory identification based on patent citation network in the electric vehicles industry[C]//Portland international conference on management of engineering & technology. Kanazawa:2014.
[22] FONTANA R, NUVOLARI A, VERSPAGEN B. Mapping technological trajectories as patent citation networks:an application to data communication standards[J]. Economics of innovation and new technology, 2009, 18(4):311-336.
[23] MARTINELLI A. An emerging paradigm or just another trajectory? understanding the nature of technological changes using engineering heuristics in the telecommunications switching industry[J]. Research policy, 2012,41(2):414-429.
[24] 宁景博. 基于最优路径的学术网络重要文献探测[D]. 长春:吉林大学, 2015.
[25] 范维熙, 费钟琳. 基于德温特专利引文网络的技术演进路径研究——以太阳能电池技术为例[J]. 情报杂志,2014,33(11):62-66.
[26] 张伟. 基于专利引用的碳捕获与封存技术发展研究[D]. 北京:北京工业大学, 2013.
[27] 黄鲁成, 石媛嫄, 吴菲菲. 基于专利引用的技术轨道动态分析——以太阳能电池为例[J]. 科学学研究, 2013,31(3):358-367.
[28] 潘颖. 基于专利引证强度的关键技术发展路径研究[J]. 情报理论与实践, 2014, 37(12):71-75.
[29] 董克, 刘德洪, 江洪, 等. 基于主路径分析的HistCite结果改进研究[J]. 情报理论与实践, 2011,34(3):113-116.
[30] 韩毅, 周畅, 刘佳. 以主路径为种子文献的领域演化脉络及凝聚子群识别[J]. 图书情报工作, 2013,57(3):22-26,55.
[31] LIU J S,CHEN H H, HO M H C, et al. Citations with different levels of relevancy:tracing the main paths of legal opinions[J]. Journal of the Association for Information Science and Technology, 2014, 65(12):2479-2488.
[32] LIU J S, LU L Y Y. An integrated approach for main path analysis:development of the hirsch index as an example[J]. Journal of the American Society for Information Science and Technology, 2012, 63(3):528-542.
[33] 许琦. 一种面向技术进化的知识适应能力评价方法:基于专利引证网络的知识遗传分解[J]. 情报理论与实践, 2013,36(3):68-76, 55.
[34] 许琦, 顾新建. 一种基于Subject-Action-Object三元组的知识基因提取方法[J]. 浙江大学学报(工学版), 2013,47(3):385-399.
[35] 陈亮, 杨冠灿, 张静, 等. 面向技术演化分析的多主路径方法研究[J]. 图书情报工作, 2015, 59(10):124-130, 115.
[36] LIU J S,LULY Y, LU W M, et al. Data envelopment analysis 1978-2010:a citation-based literature survey[J]. Omega, 2013,41(1):3-15.
[37] 祝清松. 语义增强的引文分析方法与实验研究[D]. 北京:中国科学院大学,2015.
[38] 杨铁军, 曾志华. 专利信息利用技能[M]. 北京:知识产权出版社, 2011.
[39] GARFIELD E. Patent citation indexing and the notions of novelty, similarity and relevance[J]. Journal of chemical documentation, 1966, 6(2):63-65.
[40] JAFFE A B, TRAJTENBERG M, HENDERSON R. Geographic localization of knowledge spillovers as evidenced by patent citations[J]. Quarterly journal of economics, 1993(8):577-598.
[41] HALL B. Innovation and market value[M]//Productivity, innovation and economic performance. Cambridge:Cambridge University Press, 2000:177-198.
[42] 李睿, 孟连生. 论专利引用行为与期刊论文引用行为在揭示知识关联方面的差异[J]. 情报学报, 2010,29(3):474-478.
[43] 李睿, 孟连生. 论专利间引用关系分析中存在的问题[J]. 情报理论与实践, 2009, 32(7):39-43.
[44] BHATTACHARYA S, KRETSCHMER H, MEYER M. Characterizing intellectual spaces between science and technology[J]. Scientometrics, 2003(2):369-390.
[45] CRISCUOLOA P, BART V. Does it matter where patent citations come from? inventor vs. examiner citation in European patents[J]. Research policy, 2008, 37(10):1892-1908.
[46] ALCACER J, GITTELMAN M. Patent citations as a measure of knowledge flows:the influence of examiner citations[J]. The review of economics and statistics, 2006, 88(4):774-779.
[47] 李睿. 基于专利引文分析的科学-技术关联探测模型改进[D]. 北京:中国科学院研究生院, 2011.
[48] LI M H, GAO L, FAN Y, et al. Emergence of global preferential attachment from local interaction[EB/OL].[2015-10-14]. http://iopscience.iop.org/article/10.1088/1367-2630/12/4/043029/pdf.
[49] NEWMAN M E J. The first-mover advantage in scientific publication[EB/OL].[2015-10-14].http://iopscience.iop.org/article/10.1209/0295-5075/86/68001/pdf.
[50] 樊志伟, 韩芳芳, 刘佳. 引文网络的主路径特征研究——以富勒烯领域为例[J]. 图书情报工作, 2013, 57(3):17-21, 60.
[51] 韩毅, 童迎, 夏慧. 领域演化结构识别的主路径方法与高被引论文方法对比研究. 图书情报工作,2013,57(3):11-16.
/
| 〈 |
|
〉 |
