Abstract：The analysis of the evolution characteristics of industrial innovation networks can help to grasp the changing rules and trends of innovation cooperation within the industry,and respond to complex market changes and fierce competition in the industry,thus provide a basis for governing industrial organization,and enhancing industrial innovation performance,and guiding industrial optimization.This paper constructs an innovative network evolution model and takes an empirical analysis of the evolution characteristics of the innovation network of the integrated circuit industry by using dynamic network and social network analysis methods.The results show that the innovation network structure of integrated circuit industry presents a trend from loose to karyotype structure;In the evolution of subject and cooperative relationship,Chinese enterprises gradually occupy the main position of the network,universities and scientific research institutes occupy a relatively low proportion,the subject tends to cooperate with the same type of subjects,and their relationship is more and more closer;In the evolution of network stability,the rate of network change gradually decreases after the initial fluctuations,and the stability of the innovation network in the integrated circuit industry gradually improves and effectively promotes the innovation performance output.
刘晓燕, 李金鹏, 单晓红, 杨娟, 魏云凤. 动态视角下集成电路产业创新网络演化特征分析[J]. 中国科技论坛, 2019(11): 48-55.
Liu Xiaoyan, Li Jinpeng, Shan Xiaohong, Yang Juan, Wei Yunfeng. Analysis of Evolution Characteristics of Integrated Circuit Industry Innovation Network from Dynamic Perspective. , 2019(11): 48-55.
[1] 张路蓬,薛澜,周源,等.战略性新兴产业创新网络的演化机理分析——基于中国2000—2015年新能源汽车产业的实证[J].科学学研究,2018,36(6):1027-1035. [2]PARK C,VERTINSKY I,BECERRA M.Transfers of tacit vs.explicit knowledge and performance in international joint ventures:the role of age[J].International business review,2015,24(1):89-101. [3]谢永平,党兴华,孙永磊.知识权力集中度、核心企业治理与网络稳定[J].科学学与科学技术管理,2014(9):67-77. [4]刘雯,马晓辉,刘武.中国大陆集成电路产业发展态势与建议[J].中国软科学,2015(11):186-192. [5]刘国巍.产学研合作创新网络时空演化模型及实证研究——基于广西2000—2013年的专利数据分析[J].科学学与科学技术管理,2015,36(4):64-74. [6]BAKKER R M,KNOBEN J.Built to last or meant to end:intertemporal choice in strategic alliance portfolios[J].Organization science,2015,26(1):256-276. [7]SNIJDERS T A B,PATTISON P E,ROBINS G L,et al.New specifications for exponential random graph models[J].Sociological methodology,2010,36(1):99-153. [8]KRIVITSKY P N,HANDCOCK M S.A separable model for dynamic networks.[J].Journal of the royal statistical society,2014,76(1):29-46. [9]LAZZERETTI L,CAPONE F.How proximity matters in innovation networks dynamics along the cluster evolution.A study of the high technology applied to cultural goods[J].Journal of business research,2016,69(12):5855-5865. [10]WAL T,ANNE L J.The dynamics of the inventor network in German biotechnology:geographic proximity versus triadic closure[J].Journal of economic geography,2014,14(3):589-620. [11]DAHLANDER L,MCFARLAND D A.Ties that last:tie formation and persistence in research collaborations over time[J].Administrative science quarterly,2013,58(1):69-110. [12]GRANOVETTER M.Economic action and social structure:the problem of embeddedness[J].American journal of sociology,1985(91):481-510. [13]ZHENG J,ZHAO Z Y,ZHANG X,et al.International collaboration development in nanotechnology:a perspective of patent network analysis[J].Scientometrics,2014,98(1):683-702. [14]MILOJEVIC＇ S.Modes of collaboration in modern science:beyond power laws and preferential attachment[J].Journal of the association for information science and technology,2010,61(7):1410-1423. [15]ZHANG H,QIU B,IVANOVA K,et al.Locality and attachedness-based temporal social network growth dynamics analysis:a case study of evolving nanotechnology scientific collaboration networks[J].Journal of the association for information science and technology,2010,61(5):964-977. [16]刘凤朝,张娜,孙玉涛,等.基于优先连接的纳米技术合作网络演化研究[J].管理评论,2016,28(2):74-83. [17]陈文婕,曾德明,邹思明.全球低碳汽车技术合作创新网络演化路径研究[J].科研管理,2016,37(8):28-36. [18]阮平南,王文丽,刘晓燕.技术创新网络多维邻近性演化研究——基于IBM专利合作网络数据[J].科技进步与对策,2018,35(8):1-7. [19]郑方,彭正银.基于关系传递的结构嵌入演化与技术创新优势——一个探索性案例研究[J].科学学与科学技术管理,2017,38(1):122-135. [20]蒋军锋,张玉韬,王修来.知识演变视角下技术创新网络研究进展与未来方向[J].科研管理,2010(3):68-77. [21]DYER J H,NOBEOKA K.Creating and managing a high-performance knowledge-sharing network:the Toyota case[J].Strategic management journal,2002,21(3):345-367. [22]GHOSH A,RANGANATHAN R,ROSENKOPF L.The impact of context and model choice on the determinants of strategic alliance formation:evidence from a staged replication study[J].Strategic janagement journal,2016(37):2204-2221. [23]刘雯,马晓辉,刘武.中国大陆集成电路产业发展态势与建议[J].中国软科学,2015(11):186-192. [24]高霞,陈凯华.合作创新网络结构演化特征的复杂网络分析[J].科研管理,2015,36(6):28-36. [25]吕国庆,曾刚,顾娜娜.基于地理邻近与社会邻近的创新网络动态演化分析——以我国装备制造业为例[J].中国软科学,2014(5):97-106. [26]HENDRICKX M M H G,MAINHARD T,BOOR-KLIP H J,et al.Our teacher likes you,so I like you:a social network approach to social referencing[J].Journal of school psychology,2017(63):35-48. [27]HAYE K D L,EMBREE J,PUNKAY M,et al.Analytic strategies for longitudinal networks with missing data[J].Social networks,2017(50):17-25. [28]SNIJDERS T A B.The statistical evaluation of social network dynamics[J].Sociological methodology,2001,31(1):361-395.
2019, 
