基于技术视角的新兴产业关联研究——以3D打印相关产业为例

摘要/Abstract

摘要： 新技术的出现带来产业间的关联，产业关联关系又进一步推动新技术的发展。本文从技术角度对产业关联进行分析，通过专利引用矩阵描述技术领域间的关联，表示技术领域之间知识流动，利用技术领域和产业的一致性将其扩展到产业间的知识流动，然后通过产业间的知识流动获得产业间的相互关系。最后结合3D打印技术所做的实证研究，不仅对方法进行了说明，也对相关新兴产业间关联关系做了详细描述。实证研究结果验证了从技术视角分析新兴产业关联是可行的，有效的。

关键词: 专利引用, 技术关联, 产业关联, 3D打印

Abstract: The emergence of new technologies will eventually create the relationship among different industries, and the different relationships among industries will promote the continuous development of new technologies. An industry correlation analysis from the technology angle is proposed in this research, and through the patent citation matrix analysis we can describe the linkages between technologies and the knowledge flow among different technologies. The consistency between the technical fields and industries is expanded to the knowledge flow among different industries. Then, interrelationship between industries can be obtained through knowledge flow analysis. Finally, with 3D printing technique as the research object, this study not only demonstrates the effectiveness of this method, but also gives a detailed description on the relationship between related industries. The results of the experiment show that this method is perspective and effective in analyzing the correlation among emerging industries from the technical perspective.

Key words: patent citation, technology correlation, industry correlation, 3D printing

黄鲁成, 石媛嫄, 吴菲菲, 苗红, 李欣. 基于技术视角的新兴产业关联研究——以3D打印相关产业为例[J]. , 2017, 29(2): 47-58.

Huang Lucheng, Shi Yuanyuan, Wu Feifei, Miao Hong, Li Xin. Study on the Correlation of Emerging Industries from the Technical Perspective: The Case of 3D Printing-related Industries[J]. , 2017, 29(2): 47-58.

参考文献

[1] 刘晖,刘轶芳,乔晗,等. 我国战略性新兴产业创新驱动发展路径研究——基于北京市生物医药行业的经验总结[J]. 管理评论, 2014,26(12):20-28
[2] Forbes D. P., Kirsch D. A. The Study of Emerging Industries:Recognizing and Responding to Some Central Problems[J]. Journal of Business Venturing, 2011,26(5):589-602
[3] 陆立军,于斌斌. 传统产业与战略性新兴产业的融合演化及政府行为:理论与实证[J]. 中国软科学, 2012,(5):28-39
[4] 刘洪昌. 中国战略性新兴产业的选择原则及培育政策取向研究[J]. 科学学与科学技术管理, 2011,32(3):87-92
[5] 黄永春,郑江淮,张二震. 依托于NVC的新兴产业开放互补式技术突破路径——来自昆山新兴产业与传统产业的比较分析[J]. 科学学研究, 2014,32(4):519-530
[6] Rosenberg N. Technological Change in the Machine Tool Industry, 1840-1910[J]. The Journal of Economic EHistory, 1963,23(4):414-443
[7] Rosenberg N. Exploring the Black Box:Technology, Economics, and History[M]. Cambridge:Cambridge University Press, 1994
[8] Jin J. H., Sang C. P., Chong U. P. Finding Research Trend of Convergence Technology Based on Korean R&D Network[J]. Expert Systems with Applications, 2011,38(12):15159-15171
[9] Kodama F. Japanese Innovation in Mechatronics Technology[J]. Science and Public Policy, 1986,13(1):44-51
[10] 肖皓,朱俏. 影响力系数与感应度系数的评价与改进——考虑增加值和节能减排效果[J]. 管理评论, 2015,27(3):57-66
[11] Qiao P. H., Ju X. F., Fung H. G. Industry Association Networks, Innovations, and Firm Performance in Chinese Small and Medium-sized Enterprises[J]. China Economic Review, 2014,6(29):213-228
[12] 胡石青. 两岸新材料产业合作的现状及发展前景[J]. 现代台湾研究, 2013,(6):26-29
[13] 袁丹,雷宏振,兰娟丽,等. 文化产业与信息产业的产业关联与波及效应分析[J]. 统计与信息论坛, 2015,(4):65-70
[14] Levén P., Holmström J., Mathiassen L. Managing Research and Innovation Networks:Evidence from a Government Sponsored Cross-industry Program[J]. Research Policy, 2014,43(1):156-168
[15] Suh Y., Kim M. S. Dynamic Change of Manufacturing and Service Industries Network in Mobile Ecosystems:The Case of Korea[J]. Telematics and Informatics, 2015,32(4):613-628
[16] 林秀梅,张亚丽. 吉林省文化产业的关联拉动效应分析——基于投入产出模型[J]. 东北师大学报(哲学社会科学版), 2014,(3):112-117
[17] Eklund E. Mining in Australia:An Historical Survey of Industry-community Relationships[J]. The Extractive Industries and Society, 2015,2(1):177-188
[18] Vega P. G., Jimenez C. H. O., Morita M. Implementation of Technology and Production Strategy Practices:Relationship Levels in Different Industries[J]. International Journal of Production Economics, 2015,161(3):201-216
[19] 赵炳新,陈效珍,陈国庆. 产业基础关联树的构建与分析——以山东、江苏两省为例[J]. 管理评论, 2013,25(2):35-42
[20] 官建成,高霞,徐念龙. 运用h-指数评价专利质量与国际比较[J]. 科学学研究, 2008,26(5):932-937
[21] 贺正楚,吴艳,周震虹. 战略性新兴产业评估指标的实证遴选及其应用[J]. 中国科技论坛, 2011,(5):10-14
[22] Choi S., Park H., Kang D., et al. An SAO-based Text Mining Approach to Building a Technology Tree for Technology Planning[J]. Expert Systems with Applications, 2012,39(13):11443-11455
[23] Griliches Z. Patent Statistics as Economic Indicators:A Survey[J]. Journal of Economic Literature, 1990,28(4):1661-1707
[24] Cong H., Tong L. H. Grouping of TRIZ Inventive Principles to Facilitate Automatic Patent Classification[J]. Expert Systems with Applications, 2008,34(1):788-795
[25] Yoon J., Kim K. An Analysis of Property-function Based Patent Networks for Strategic R&D Planning in Fast-moving Industries:The Case of Silicon-based Thin Film Solar Cells[J]. Expert Systems with Applications, 2012,39(9):7709-7717
[26] Hullmann A., Meyer M. Publications and Patents in Nanotechnology:An Overview of Previous Studies and the State of the Art[J]. Scientometrics, 2003,58(3):507-527
[27] Kajikawa Y., Yoshikawa J., Takeda Y., et al. Tracking Emerging Technologies in Energy Research:Toward a Roadmap for Sustainable Energy[J]. Technological Forecasting and Social Change, 2008,75(6):771-782
[28] No H. J., Park Y. Trajectory Patterns of Technology Fusion:Trend Analysis and Taxonomical Grouping in Nanobiotechnology[J]. Technological Forecasting and Social Change, 2010,77(1):63-75
[29] Kim C., Lee H., Seol H., et al. Identifying Core Technologies Based on Technological Cross-impacts:An Association Rule Mining (ARM) and Analytic Network Process (ANP) Approach[J]. Expert Systems with Applications, 2011,38(10):12559-12564
[30] Lee S., Yoon B., Park Y. An Approach to Discovering New Technology Opportunities:Keyword-based Patent Map Approach[J]. Technovation, 2009,29(6-7):481-497
[31] Son C., Suh Y., Jeon J., et al. Development of a GTM-based Patent Map for Identifying Patent Vacuums[J]. Expert Systems with Applications, 2012,39(3):2489-2500
[32] Wang M. Y., Fang S. C., Chang Y. H. Exploring Technological Opportunities by Mining the Gaps between Science and Technology:Microalgal Biofuels[J]. Technological Forecasting and Social Change, 2015,92(3):182-195
[33] Yoon J., Kim K. Detecting Signals of New Technological Opportunities Using SAO-based Semantic Patent Analysis and Outlier Detection[J]. Scientometrics, 2012,90(2):445-461
[34] Trajtenberg M., Henderson R., Jaffe A. University Versus Corporate Patents:A Window on the Basicness of Invention[J]. Economics of Innovation and New Technology, 1997,5(1):19-50
[35] No H. J., Park Y. Trajectory Patterns of Technology Fusion:Trend Analysis and Taxonomical Grouping in Nanobiotechnology[J]. Technological Forecasting and Social Change, 2010,77(1):63-75
[36] Franceschini F., Maisano D., Turina E. European Research in the Field of Production Technology and Manufacturing Systems:An Exploratory Analysis through Publications and Patents[J]. International Journal of Advanced Manufacturing Technology, 2012,62(1):329-350
[37] Lathabai H. H., Prabhakaran T., Changat M., et al. Centrality and Flow Vergence Gradient Based Path Analysis of Scientific Literature:A Case Study of Biotechnology for Engineering[J]. Physica A:Statistical Mechanics and its Applications, 2015,429:157-168
[38] Verspagen B. Mapping Technological Trajectories as Patent Citation Networks:A Study on the History of Fuel Cell Research[J]. Advances in Complex Systems, 2007,10(1):93-115
[39] Lee H., Kim C., Cho H., et al. An ANP-based Technology Network for Identification of Core Technologies:A Case of Telecommunication Technologies[J]. Expert Systems with Applications, 2009,36(1):894-908
[40] 张宪义. 基于专利共类分析的技术领域关联研究[D]. 大连理工大学硕士学位论文, 2013
[41] 孙德忠,周荣,喻登科. 高校与非高校上市公司专利技术扩散网络模型[J]. 科学学与科学技术管理, 2014,35(1):57-65
[42] Duysters G., Hagedoorn J. Technological Convergence in the IT Industry:The Role of Strategic Technology Alliances and Technological Competencies[J]. International Journal of the Economics of Business, 1998,5(3):355-368
[43] Kim N., Lee H., Kim W., et al. Dynamic Patterns of Industry Convergence:Evidence from a Large Amount of Unstructured Data[J]. Research Policy, 2015,44(9):1734-1748
[44] 汪传雷,王艳,李从春. 基于专利地图的物流识别标识技术创新研究[J]. 中国科技论坛, 2014,(10):28-34
[45] 史玉升,张李超,白宇,等. 3D打印技术的发展及其软件实现[J]. 中国科学:信息科学, 2015,45(2):197-203
[46] Laville F. Linking Technology Areas to Industrial Sectors[R]. Final Report to the European Commission, DG Research, 2003
[47] Hirsch J. E. An Index to Quantify an Individual's Scientific Research Output[J]. Proceedings of the National Academy of Sciences of the United States of America, 2005,102(46):16569-16572
[48] Martínez M. A., Herrera M., López-Gijón J., et al. H-Classics:Characterizing the Concept of Citation Classics through H-index[J]. Scientometrics, 2014,98(3):1971-1983
[49] McCarty C., Jawitz J. W., Hopkins A., et al. Redicting Author H-index Using Characteristics of the Co-Author Network[J]. Scientometrics, 2013,96(2):467-483
[50] Guan J. C., Gao X. Exploring the H-Index at Patent Level[J]. Journal of the American Society for Information Science and Technology, 2009,60(1):5-40
[51] Kuan C. H., Huang M. H., Chen D. Z. Ranking Patent Assignee Performance by H-index and Shape Descriptors[J]. Journal of Informetrics, 2011,5(2):303-312
[52] Chang K. C., Chen D. Z., Huang M. H. The Relationships Between the Patent Performance and Corporation Performance[J]. Journal of Informetrics, 2012,6(1):131-139