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Using the comprehensive patent citation network (CPC) to evaluate patent value

Author

Listed:
  • Guan-Can Yang

    (Institute of Science and Technical Information of China)

  • Gang Li

    (Wuhan University)

  • Chun-Ya Li

    (Wuhan University)

  • Yun-Hua Zhao

    (Institute of Science and Technical Information of China)

  • Jing Zhang

    (Institute of Science and Technical Information of China)

  • Tong Liu

    (Beijing Computing Center)

  • Dar-Zen Chen

    (National Taiwan University)

  • Mu-Hsuan Huang

    (National Taiwan University)

Abstract

s Most approaches to patent citation network analysis are based on single-patent direct citation relation, which is an incomplete understanding of the nature of knowledge flow between patent pairs, which are incapable of objectively evaluating patent value. In this paper, four types of patent citation networks (direct citation, indirect citation, coupling and co-citation networks) are combined, filtered and recomposed based on relational algebra. Then, a method based on comprehensive patent citation (CPC) network for patent value evaluation is proposed, and empirical study of optical disk technology related patents has been conducted based on this method. The empirical study was carried out in two steps: observation of network characteristics over the entire process (citation time lag and topological and graphics characteristics), and measurement verification by independent proxies of patent value (patent family and patent duration). Our results show that the CPC network retains the advantages of patent direct citation, and performs better on topological structure, graphics features, centrality distribution, citation lag and sensitivity than a direct citation network; The verified results by the patent family and maintenance show that the proposed method covers more valuable patents than the traditional method.

Suggested Citation

  • Guan-Can Yang & Gang Li & Chun-Ya Li & Yun-Hua Zhao & Jing Zhang & Tong Liu & Dar-Zen Chen & Mu-Hsuan Huang, 2015. "Using the comprehensive patent citation network (CPC) to evaluate patent value," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 1319-1346, December.
  • Handle: RePEc:spr:scient:v:105:y:2015:i:3:d:10.1007_s11192-015-1763-7
    DOI: 10.1007/s11192-015-1763-7
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