中文    English

Journal of Library and Information Science in Agriculture ›› 2021, Vol. 33 ›› Issue (6): 107-115.doi: 10.13998/j.cnki.issn1002-1248.21-0406

;

• Bibliometrics • Previous Articles    

Identification of Technology Transfer Potential Based on Patent Dynamic Characteristics

XU Yi, LI Jing, XU Haiyun, LI Shuying   

  1. Chengdu Library and Information Center, Chinese Academy of Science, Chengdu 610041
  • Received:2021-04-02 Online:2021-06-05 Published:2021-06-15

PDF (PC)

249

Abstract: [Purpose/Significance] Using the dynamic characteristics of patents to identify their potential for technology transfer will help universities and research institutes to carry out patent grading management and operation, and promote the industrialization of patented technologies. [Method/Process] Patent characteristics present dynamic evolution in its life cycle. Based on the dynamic patent citation network, this article constructs a dynamic and static patent technology transfer potential evaluation index system from the perspective of dynamic development; takes the dynamic characteristics of the transferred or licensed patent as the learning object and adopts the decision tree method to establish technology transfer prediction model and conducts an empirical model test. [Results/Conclusions] The influence of patents in the citation network has a greater role in its transfer and conversion potential. The empirical test of the transfer prediction model based on decision trees has a high predictive effect. By monitoring the dynamic characteristics of patents, the model is used to evaluate the transfer and conversion potential in a timely manner and screen out patents that are easy to transfer or license to carry out targeted industrialization operation.

Key words: patent, technology transfer, social network analysis, decision tree

CLC Number: 

  • G255.53
[1] 朱相丽, 谭宗颖, 万昊. 识别有技术转移潜力的专利方法综述[J]. 图书情报工作, 2016, 60(8): 132-138.
ZHU X L, TAN Z Y, WAN H.Research review on patent analysis methods of identifying technology's transfer potential[J]. Library and information service, 2016, 60(8): 132-138.
[2] 李建蓉. 专利文献与信息[M]. 北京: 知识产权出版社, 2002.
LI J R.Patent literature and information[M]. Beijing: Intellectual property press, 2002.
[3] 杨林松. 国际技术转移中专利技术转移研究[J]. 工业技术创新, 2014, 1(2): 221-225.
YANG L S.Research on patent technology transfer in international technology transfer[J]. Industrial technology innovation, 2014, 1(2): 221-225.
[4] 国家知识产权局, 2020年中国专利调查报告[EB/OL]. [2021-05-01]. https://www.cnipa.gov.cn/module/download/down.jsp?i_ID=158969&colID=88.
State intellectual property office, 2020 China patent investigation report[EB/OL]. [2021-05-01]. https://www.cnipa.gov.cn/module/download/down.jsp?i_ID=158969&colID=88.
[5] 张米尔, 国伟, 李海鹏. 专利动态特征与专利诉讼: 基于智能手机产业的研究[J]. 管理科学, 2020, 33(4): 98-106.
ZHANG M E, GUO W, LI H P.Patent dynamic feature and patent litigation: an empirical study centering on the smartphone industry[J]. Journal of management science, 2020, 33(4): 98-106.
[6] JAFFE A B, RASSENFOSSE G D.Patent citation data in social science research: Overview and best practices[J]. Journal of the American society for information science and technology, 2017, 68(6): 1360-1374.
[7] BRESCHI S, F LISSONI. Knowledge networks from patent data: Methodological issues and research targets[J]. KITeS working papers, 2004.
[8] ATALLAH G, RODRIGUEZ G.Indirect patent citations[J]. Scientometrics, 2006, 67(3): 437-465.
[9] 宋河发, 穆荣平, 陈芳. 专利质量及其测度方法与测度指标体系研究[J]. 科学学与科学技术管理, 2010, 31(4): 21-27.
SONG H F, MU R P, CHEN F.Study on the patent quality and it's measurement index system[J]. Science of science and management of S. &. T., 2010, 31(4): 21-27.
[10] WANG J C, CHIANG C H, LIN S W.Network structure of innovation: Can brokerage or closure predict patentquality?[J]. Scientometrics, 2010, 84(3): 735-748.
[11] SOHN S Y, MOON T H.Structural equation model for predicting technology commercialization success index (TCSI)[J]. Technological forecasting & social change, 2003, 70(9): 885-899.
[12] CHIU Y J, CHEN Y W.Using AHP in patent valuation[J]. Mathematical & computer modelling, 2007, 46(7): 1054-1062.
[13] TONG X, FRAME J D.Measuring national technological performance with patent claims data[J]. Research policy, 1994, 23(2): 133-141.
[14] 王天歌, 王金苗, 袁红梅. 基于专利维度的我国生物医药核心技术的识别与分析[J]. 情报杂志, 2016, 35(4): 112-117.
WANG T G, WANG J M, YUAN H M.Identification and analysis of bio - Pharmaceutical industry's core technology based on patent analysis[J]. Journal of intelligence, 2016, 35(4): 112-117.
[15] PARK H, REE J J, KIM K.Identification of promising patents for technology transfers using TRIZ evolution trends[J]. Expert systems with applications, 2013, 40(2): 736-743.
[16] WANG G, TIAN X, GENG J.Optimal selection method of process patents for technology transfer using fuzzy linguistic computing[J]. Mathematical problems in engineering, 2014(1): 1-10.
[17] PARK Y, LEE S, LEE S.Patent analysis for promoting technology transfer in multi-technology industries: the Korean aerospace industry case[J]. Journal of technology transfer, 2012, 37(3): 355-374.
[18] CHOI J, JANG D, JUN S, et al.A predictive model of technology trans-fer using patent analysis[J]. Sustainability, 2015, 7(12): 16175-16195.
[19] 张克群, 魏晓辉, 郝娟, 等. 基于社会网络分析方法的专利价值影响因素研究[J]. 科学学与科学技术管理, 2016, 37(5): 67-74.
ZHANG K Q, WEI X H, HAO J, et al.The study of the influencing factors of patent value by using social network analysis[J]. Science of science and management of S. &. T., 2016, 37(5): 67-74.
[20] 陈云伟, 方曙. 社会网络分析方法在专利分析中的应用研究进展[J]. 图书情报工作, 2012(4): 92-97.
CHEN Y W, FANG S.Application of social network analysis (SNA) on patents networks analysis[J]. Library and information service, 2012(4): 92-97.
[21] FREEMAN L C.Centrality in social networks conceptual clarification[J]. Social networks, 1978, 1(1): 215-239.
[22] BURT R S, KILDUFF M, TASSELLI S.Social network analysis: Foundations and frontiers on advantage[J]. Annual review of psychology, 2013, 64(1): 527-547.
[23] 韩毅. 引文网络主路径的结构洞功能探索——以知识管理领域为例[J]. 图书情报工作, 2012, 56(24): 65-70.
HAN Y.Structural holes functions of main path in citation network: Taking knowledge management field as an example[J]. Library and information service, 2012, 56(24): 65-70.
[24] NEWMAN M J.A measure of betweenness centrality based on random walks[J]. Social networks, 2005, 27(1): 39-54.
[25] FREEMAN L C.A set of measures of centrality based on betweenness[J]. Sociometry, 1977, 40(1): 35-41.
[26] 赵蕴华, 张静, 李岩, 等. 基于机器学习的专利价值评估方法研究[J]. 情报科学, 2013(12): 17-20.
ZHAO Y H, ZHANG J, LI Y, et al.Study on evaluation for patent value based on machine learning[J]. Information science, 2013(12): 17-20.
[1] XIA Dong, XU Yingqi, WANG Chao, REN Bo. Challenges and Countermeasures of Targeted Scientific and Technical Novelty Search [J]. Journal of Library and Information Science in Agriculture, 2022, 34(7): 88-97.
[2] MENG Jing, TANG Yan. Analysis and Research Progress of Global Patent Technology of Wheat Genetics and Breeding [J]. Journal of Library and Information Science in Agriculture, 2022, 34(6): 93-103.
[3] LIAO Siqin, ZHOU Yu. The Current Situation and Analysis of Patent Information Service of University Libraries in China: Taking the IPR Information Service Centers of 23 Universities as an Example [J]. Journal of Library and Information Science in Agriculture, 2022, 34(2): 63-74.
[4] CHENG Xingru, KANG Yuli, MENG Ziyun, LI Nan, TANG Qiaoling, WANG Youhua. Progress Analysis and Prospects of Bt Gene Research and Development Based on Global Patents [J]. Journal of Library and Information Science in Agriculture, 2022, 34(11): 81-91.
[5] GUAN Peng, WANG Yuefen, HUANG Qin, YE Longsheng, FU Zhu. Research on the Impact of Regional Innovation Cooperation Network on Technological Innovation Performance: Based on the Yangtze River Delta [J]. Journal of Library and Information Science in Agriculture, 2021, 33(6): 40-53.
[6] HOU Jianhua, GENG Bingbing, ZHANG Yang. Academic Origin Structure and Mobility Network of Technological Talent in Chinese Universities [J]. Journal of Library and Information Science in Agriculture, 2021, 33(6): 66-80.
[7] ZENG Jinjing, LIU Tian, ZHANG Rui. Patent Information Service Strategies of Academic Libraries Oriented to Patent Supply Chain [J]. Journal of Library and Information Science in Agriculture, 2021, 33(5): 40-50.
[8] LI Lei, SONG JianNing, SONG TianHua. Technology Forecasting Based on Topic Identification of Online Innovation Communities and S-Curve [J]. Journal of Library and Information Science in Agriculture, 2021, 33(4): 45-57.
[9] WU Qingyuan, ZHAO Sidi. Comparative Research of Patent Citations of Patent Applicants and Patent Examiners:A Case Study in the Field of 5G Communication Technologies [J]. Journal of Library and Information Science in Agriculture, 2021, 33(3): 16-27.
[10] LI Pei, GU Donglei, ZOU Tao, JIANG Ling, LIU Jianfeng. Exploration of Potential Reading Interest Groups in Social Sciences of Undergraduates Based on Social Network Analysis: A Case Study of China Pharmaceutical University [J]. Journal of Library and Information Science in Agriculture, 2021, 33(3): 78-89.
[11] LI Xin. Benchmarking Research on Patent Technology of RV Reducer of Robot in China and Japan from the Perspective of Chinese Patent Intelligence [J]. Journal of Library and Information Science in Agriculture, 2021, 33(2): 5-11.
[12] FAN Jiujiang, LI Rui. An Analysis of Technological Competition and Cooperation between China and Singapore from the Perspective of Patents [J]. Journal of Library and Information Science in Agriculture, 2021, 33(2): 12-23.
[13] XIANG Shuxuan, LI Rui. Comparative Analysis of Registered Patents between Malaysia and China [J]. Journal of Library and Information Science in Agriculture, 2021, 33(2): 24-34.
[14] TANG Han, LI Rui. Discovery of Innovation Cooperation Opportunities between China and India Based on the Analysis of Patent Citations of Category A [J]. Journal of Library and Information Science in Agriculture, 2021, 33(2): 35-43.
[15] ZHANG Handong, LI Rui. Analysis of Patent Competition and Cooperation between China and Poland [J]. Journal of Library and Information Science in Agriculture, 2021, 33(2): 44-53.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Editorial Board of Journal of Library and Information Science in Agriculture
Tel：(010)82109667　Fax：(010)82109667　E-mail：xuekan＠caas.cn
Powered by Beijing Magtech Co., Ltd.
知识共享许可协议