吴江, 王凯利, 董克, 杨玉洁, 易梦馨. 信息计量领域网络分析方法应用研究综述[J]. 情报学报, 2021, 40(10): 1118-1128.
Wu Jiang, Wang Kaili, Dong Ke, Yang Yujie, Yi Mengxin. Review of Application Research on Network Analysis in Informetrics. 情报学报, 2021, 40(10): 1118-1128.
1 吴江. 社会网络的动态分析与仿真实验——理论与应用[M]. 武汉: 武汉大学出版社, 2012: 12-15. 2 方锦清, 汪小帆, 郑志刚, 等. 一门崭新的交叉科学: 网络科学(上)[J]. 物理学进展, 2007, 27(3): 239-343. 3 Otte E, Rousseau R. Social network analysis: a powerful strategy, also for the information sciences[J]. Journal of Information Science, 2002, 28(6): 441-453. 4 Borgatti S P, Mehra A, Brass D J, et al. Network analysis in the social sciences[J]. Science, 2009, 323(5916): 892-895. 5 朱庆华, 李亮. 社会网络分析法及其在情报学中的应用[J]. 情报理论与实践, 2008, 31(2): 179-183, 174. 6 陈庆伟, 赵鹏. 社会网络分析法在情报学中的应用现状研究[J]. 情报探索, 2010(10): 36-37. 7 廖小琴, 刘虹, 孙建军. 链接网络与核心节点评价指标研究综述[J]. 情报杂志, 2012, 31(5): 166-171. 8 陈云伟. 社会网络分析方法在情报分析中的应用研究[J]. 情报学报, 2019, 38(1): 21-28. 9 万昊, 谭宗颖, 鲁晶晶, 等. 2001—2014年引文分析领域发展演化综述[J]. 图书情报工作, 2015, 59(6): 120-136. 10 冯璐, 冷伏海. 共词分析方法理论进展[J]. 中国图书馆学报, 2006, 32(2): 88-92. 11 张继洋, 李宁. 科学合著网络研究进展分析[J]. 情报理论与实践, 2012, 35(4): 124-128. 12 de Solla Price D J. Networks of scientific papers[J]. Science, 1965, 149(3683): 510-515. 13 Yoon B, Park Y. A text-mining-based patent network: analytical tool for high-technology trend[J]. The Journal of High Technology Management Research, 2004, 15(1): 37-50. 14 李江, 刘源浩, 黄萃, 等. 用文献计量研究重塑政策文本数据分析——政策文献计量的起源、迁移与方法创新[J]. 公共管理学报, 2015, 12(2): 138-144, 159. 15 Yin L C, Kretschmer H, Hanneman R A, et al. Connection and stratification in research collaboration: an analysis of the COLLNET network[J]. Information Processing & Management, 2006, 42(6): 1599-1613. 16 Andrikopoulos A, Bekiaris M, Kostaris K. Stars in a small world: social networks in auditing research[J]. Scientometrics, 2020, 122(1): 625-643. 17 贺超城, 吴江, 魏子瑶, 等. 科研合作中机构间科研主导力及邻近性机理——以中国生物医学领域为例[J]. 情报学报, 2020, 39(2): 148-157. 18 Guns R, Liu Y X, Mahbuba D. Q-measures and betweenness centrality in a collaboration network: a case study of the field of informetrics[J]. Scientometrics, 2011, 87(1): 133-147. 19 Wang J B, Yang N D. Dynamics of collaboration network community and exploratory innovation: the moderation of knowledge networks[J]. Scientometrics, 2019, 121(2): 1067-1084. 20 Barnett G A, Huh C, Kim Y, et al. Citations among communication journals and other disciplines: a network analysis[J]. Scientometrics, 2011, 88(2): 449-469. 21 Park H W, Leydesdorff L. Knowledge linkage structures in communication studies using citation analysis among communication journals[J]. Scientometrics, 2009, 81(1): 157-175. 22 吴江, 金妙, 陈君. 基金视角下的学科知识流动网络构建与分析[J]. 图书情报工作, 2016, 60(8): 79-85. 23 Hellsten I, Lambiotte R, Scharnhorst A, et al. Self-citations, co-authorships and keywords: a new approach to scientists' field mobility?[J]. Scientometrics, 2007, 72(3): 469-486. 24 Lungeanu A, Huang Y, Contractor N S. Understanding the assembly of interdisciplinary teams and its impact on performance[J]. Journal of Informetrics, 2014, 8(1): 59-70. 25 周建林, 牛琪锴, 曾安, 等. 基于复杂网络视角的科学文献数据分析[J]. 科技导报, 2018, 36(8): 55-64. 26 Redner S. How popular is your paper? An empirical study of the citation distribution[J]. The European Physical Journal B, 1998, 4(2): 131-134. 27 ?ubelj L, Fiala D, Bajec M. Network-based statistical comparison of citation topology of bibliographic databases[J]. Scientific Reports, 2014, 4: 6496. 28 Martin T, Ball B, Karrer B, et al. Coauthorship and citation patterns in the Physical Review[J]. Physical Review E, 2013, 88(1): 012814. 29 Newman M E J. The first-mover advantage in scientific publication[J]. EPL (Europhysics Letters), 2009, 86(6): 68001. 30 de Solla Price D. A general theory of bibliometric and other cumulative advantage processes[J]. Journal of the American Society for Information Science, 1976, 27(5): 292-306. 31 Burt R S. Structural holes and good ideas[J]. American Journal of Sociology, 2004, 110(2): 349-399. 32 Porter A L, Rafols I. Is science becoming more interdisciplinary? Measuring and mapping six research fields over time[J]. Scientometrics, 2009, 81(3): 719-745. 33 宋歌. 共被引分析方法迭代创新路径研究[J]. 情报学报, 2020, 39(1): 12-24. 34 方滨兴, 许进, 李建华. 在线社交网络分析[M]. 北京: 电子工业出版社, 2014. 35 孙海生. 基于Web of Science数据库的文献耦合网络实证研究[J]. 情报杂志, 2018, 37(10): 201-207, 166. 36 Deng S L, Xia S D. Mapping the interdisciplinarity in information behavior research: a quantitative study using diversity measure and co-occurrence analysis[J]. Scientometrics, 2020, 124(1): 489-513. 37 Santa Soriano A, Lorenzo álvarez C, Torres Valdés R M. Bibliometric analysis to identify an emerging research area: Public Relations Intelligence—a challenge to strengthen technological observatories in the network society[J]. Scientometrics, 2018, 115(3): 1591-1614. 38 Hu Q Y. The quantitative analysis of difference between Chinese and German libraries subject services[J]. Library Hi Tech, 2019, 38(2): 334-349. 39 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. 40 Yang S L, Han R Z, Wolfram D, et al. Visualizing the intellectual structure of information science (2006-2015): Introducing author keyword coupling analysis[J]. Journal of Informetrics, 2016, 10(1): 132-150. 41 Qiu J P, Dong K, Yu H Q. Comparative study on structure and correlation among author co-occurrence networks in bibliometrics[J]. Scientometrics, 2014, 101(2): 1345-1360. 42 Yu Q, Shao H F, Duan Z G. Research groups of oncology co-authorship network in China[J]. Scientometrics, 2011, 89(2): 553-567. 43 李纲, 李春雅, 李翔. 基于社会网络分析的科研团队发现研究[J]. 图书情报工作, 2014, 58(7): 63-70, 82. 44 Yan E J, Ding Y, Milojevi? S, et al. Topics in dynamic research communities: an exploratory study for the field of information retrieval[J]. Journal of Informetrics, 2012, 6(1): 140-153. 45 肖雪, 陈云伟, 邓勇. 引文网络的社团划分研究进展综述[J]. 情报杂志, 2016, 35(4): 125-130. 46 Ni C Q, Sugimoto C R, Cronin B. Visualizing and comparing four facets of scholarly communication: producers, artifacts, concepts, and gatekeepers[J]. Scientometrics, 2013, 94(3): 1161-1173. 47 Takeda Y, Kajikawa Y. Optics: a bibliometric approach to detect emerging research domains and intellectual bases[J]. Scientometrics, 2009, 78(3): 543-558. 48 Chen P, Redner S. Community structure of the physical review citation network[J]. Journal of Informetrics, 2010, 4(3): 278-290. 49 Rossetto D E, Bernardes R C, Borini F M, et al. Structure and evolution of innovation research in the last 60 years: review and future trends in the field of business through the citations and co-citations analysis[J]. Scientometrics, 2018, 115(3): 1329-1363. 50 González-Teruel A, González-Alcaide G, Barrios M, et al. Mapping recent information behavior research: an analysis of co-authorship and co-citation networks[J]. Scientometrics, 2015, 103(2): 687-705. 51 Fang Y Q. Visualizing the structure and the evolving of digital medicine: a scientometrics review[J]. Scientometrics, 2015, 105(1): 5-21. 52 Guan J C, Shi Y A. Transnational citation, technological diversity and small world in global nanotechnology patenting[J]. Scientometrics, 2012, 93(3): 609-633. 53 Chen C M, Hicks D. Tracing knowledge diffusion[J]. Scientometrics, 2004, 59(2): 199-211. 54 Barirani A, Agard B, Beaudry C. Discovering and assessing fields of expertise in nanomedicine: a patent co-citation network perspective[J]. Scientometrics, 2013, 94(3): 1111-1136. 55 Yoon J, Kim K. Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks[J]. Scientometrics, 2011, 88(1): 213-228. 56 Hummon N P, Dereian P. Connectivity in a citation network: the development of DNA theory[J]. Social Networks, 1989, 11(1): 39-63. 57 Xiao Y, Lu L Y Y, Liu J S, et al. Knowledge diffusion path analysis of data quality literature: a main path analysis[J]. Journal of Informetrics, 2014, 8(3): 594-605. 58 Liang H G, Wang J J, Xue Y J, et al. IT outsourcing research from 1992 to 2013: a literature review based on main path analysis[J]. Information & Management, 2016, 53(2): 227-251. 59 Small H. The relationship of information science to the social sciences: a co-citation analysis[J]. Information Processing & Management, 1981, 17(1): 39-50. 60 王建芳, 冷伏海. 共引分析理论与实践进展[J]. 中国图书馆学报, 2006, 32(1): 85-88. 61 Chen C M, Kuljis J. The rising landscape: a visual exploration of superstring revolutions in physics[J]. Journal of the American Society for Information Science and Technology, 2003, 54(5): 435-446. 62 Noma E. Co‐citation analysis and the invisible college[J]. Journal of the American Society for Information Science, 1984, 35(1): 29-33. 63 Palacios-Nú?ez G, Vélez-Cuartas G, Botero J D. Developmental tendencies in the academic field of intellectual property through the identification of invisible colleges[J]. Scientometrics, 2018, 115(3): 1561-1574. 64 Zhao D Z, Strotmann A. Evolution of research activities and intellectual influences in information science 1996-2005: introducing author bibliographic-coupling analysis[J]. Journal of the American Society for Information Science and Technology, 2008, 59(13): 2070-2086. 65 陈远, 王菲菲. 基于CSSCI的国内情报学领域作者文献耦合分析[J]. 情报资料工作, 2011(5): 6-12. 66 孙涛涛, 金碧辉. 关键技术挖掘与企业技术竞争情报——以DVD激光头技术为例[J]. 图书情报工作, 2008, 52(5): 129-132. 67 孙涛涛, 刘云. 基于专利耦合的企业技术竞争情报分析[J]. 科研管理, 2011, 32(9): 140-146, 156. 68 Liu G Y, Hu J M, Wang H L. A co-word analysis of digital library field in China[J]. Scientometrics, 2012, 91(1): 203-217. 69 吴江, 刘冠君, 胡仙. 在线医疗健康研究的系统综述: 研究热点、主题演化和研究方法[J]. 数据分析与知识发现, 2019, 3(4): 2-12. 70 Hu J M, Zhang Y. Research patterns and trends of Recommendation System in China using co-word analysis[J]. Information Processing & Management, 2015, 51(4): 329-339. 71 王林, 薛玮, 潘陈益, 等. 虚拟现实研究热点及演化趋势分析[J]. 信息资源管理学报, 2017, 7(3): 34-44. 72 郑乐丹. 基于突变检测的学科领域新兴研究趋势探测分析[J]. 情报杂志, 2012, 31(9): 50-53. 73 Feng J, Zhang Y Q, Zhang H. Improving the co-word analysis method based on semantic distance[J]. Scientometrics, 2017, 111(3): 1521-1531. 74 张晗, 赵玉虹. 医学文献语义共词知识网的构建: 方法与实证[J]. 图书情报工作, 2016, 60(11): 135-142. 75 蔡永明, 长青. 共词网络LDA模型的中文短文本主题分析[J]. 情报学报, 2018, 37(3): 305-317. 76 Lin X, White H D, Buzydlowski J W. Real-time author co-citation mapping for online searching[J]. Information Processing & Management, 2003, 39(5): 689-706. 77 孙巍, 张学福. 基于引文的信息检索可视化相关系统比较分析[J]. 情报理论与实践, 2008, 31(4): 598-601. 78 Fiala D. Time-aware PageRank for bibliographic networks[J]. Journal of Informetrics, 2012, 6(3): 370-388. 79 杜建, 张玢, 唐小利. 基于作者引用与合作关系的学术影响力测度研究进展[J]. 图书情报工作, 2013, 57(8): 135-140. 80 周朝阳, 贺艳菊, 柳路芳. 融合合著者多样性及影响力的学术新星预测方法[J]. 情报理论与实践, 2020, 43(2): 78-83, 71. 81 吕伟民, 王小梅, 韩涛. 结合链路预测和ET机器学习的科研合作推荐方法研究[J]. 数据分析与知识发现, 2017, 1(4): 38-45. 82 Rorissa A, Yuan X J. Visualizing and mapping the intellectual structure of information retrieval[J]. Information Processing & Management, 2012, 48(1): 120-135. 83 Zhang L, Gl?nzel W, Liang L M. Tracing the role of individual journals in a cross-citation network based on different indicators[J]. Scientometrics, 2009, 81(3): 821-838. 84 Zhao R Y, Wang J. Visualizing the research on pervasive and ubiquitous computing[J]. Scientometrics, 2011, 86(3): 593-612. 85 Yang G C, Li G, Li C Y, et al. Using the comprehensive patent citation network (CPC) to evaluate patent value[J]. Scientometrics, 2015, 105(3): 1319-1346. 86 Zhang X Q, Yang F. Rural informatization policy evolution in China: a bibliometric study[J]. Scientometrics, 2019, 120(1): 129-153. 87 Lin Y J, Li W Y, Chen K K, et al. A document clustering and ranking system for exploring MEDLINE citations[J]. Journal of the American Medical Informatics Association, 2007, 14(5): 651-661. 88 Huynh T, Hoang K, Do L, et al. Scientific publication recommendations based on collaborative citation networks[C]// Proceedings of the 2012 International Conference on Collaboration Technologies and Systems. IEEE, 2012: 316-321. 89 Leydesdorff L, Wagner C S, Bornmann L. The European Union, China, and the United States in the top-1% and top-10% layers of most-frequently cited publications: competition and collaborations[J]. Journal of Informetrics, 2014, 8(3): 606-617. 90 Zhang L, Janssens F, Liang L M, et al. Journal cross-citation analysis for validation and improvement of journal-based subject classification in bibliometric research[J]. Scientometrics, 2010, 82(3): 687-706. 91 Reyes-Gonzalez L, González-Brambila C N, Veloso F. Using co-authorship and citation analysis to identify research groups: a new way to assess performance[J]. Scientometrics, 2016, 108(3): 1171-1191. 92 Zhai Q H, Su J, Ye M H. Focus on China: the current status of entrepreneurship research in China[J]. Scientometrics, 2014, 98(3): 1985-2006. 93 Rees-Potter L K. Dynamic thesaural systems: a bibliometric study of terminological and conceptual change in sociology and economics with application to the design of dynamic thesaural systems[J]. Information Processing & Management, 1989, 25(6): 677-689. 94 邱均平, 楼雯. 基于共现分析的语义信息检索研究[J]. 中国图书馆学报, 2012, 38(6): 89-99. 95 刘志辉, 张志强. 作者关键词耦合分析方法及实证研究[J]. 情报学报, 2010, 29(2): 268-275. 96 陈卫静, 郑颖. 基于作者关键词耦合的潜在合作关系挖掘[J]. 情报杂志, 2013, 32(5): 127-131. 97 Wang F F, Jayroe T J, Qiu J P, et al. Analysis on research activity and impact of authors in Chinese information science based on citation relationship[J]. Journal of Documentation, 2014, 70(3): 461-477. 98 Kuusi O, Meyer M. Anticipating technological breakthroughs: using bibliographic coupling to explore the nanotubes paradigm[J]. Scientometrics, 2007, 70(3): 759-777. 99 Zhao R Y, Wu S N. Study on themes and authors' influence of open access in China[J]. Scientometrics, 2014, 101(2): 1165-1177. 100 Lin F L, Chiou G F. Prestige as an indicator of knowledge exchange in the community of school technology coordinators[J]. Online Information Review, 2010, 34(1): 5-20. 101 Wang M Y, Chai L H. Three new bibliometric indicators/approaches derived from keyword analysis[J]. Scientometrics, 2018, 116(2): 721-750. 102 王凌燕, 方曙, 季培培. 利用专利文献识别新兴技术主题的技术框架研究[J]. 图书情报工作, 2011, 55(18): 74-78, 23. 103 张杰, 刘粉香, 翟东升, 等. 基于共现网络的核心技术领域识别研究[J]. 情报杂志, 2012, 31(11): 35-39. 104 黄晓斌, 梁辰. 专利技术的关联网络分析——以4G通信技术领域为例[J]. 情报学报, 2015, 34(1): 92-104. 105 Huang C, Su J, Xie X A, et al. A bibliometric study of China's science and technology policies: 1949-2010[J]. Scientometrics, 2015, 102(2): 1521-1539. 106 陈慧茹, 肖相泽, 冯锋. 科技创新政策加权共词网络研究——基于扎根理论与政策测量[J].科学学研究, 2016, 34(12): 1769-1776. 107 章小童, 李月琳. 人工智能政策与规划的主题结构: 基于主题词共现网络分析[J]. 情报资料工作, 2019, 40(4): 44-55. 108 Fiala D, Tutoky G. PageRank-based prediction of award-winning researchers and the impact of citations[J]. Journal of Informetrics, 2017, 11(4): 1044-1068. 109 Behrouzi S, Shafaeipour Sarmoor Z, Hajsadeghi K, et al. Predicting scientific research trends based on link prediction in keyword networks[J]. Journal of Informetrics, 2020, 14(4): 101079.