使用专利网络的节点重要性来评估专利关系价值
Jianming Guo1,2
1School of Information Management, Nanjing University, Nanjing, Jiangsu, China.
PloS one
|July 1, 2025
概括
本研究引入了一种新的专利节点重要性指数 (PNII),通过分析引用网络结构来评估专利价值. 与传统的中心性措施相比,PNII提供了更准确和更科学的专利关系价值评估.
科学领域:
- 网络科学 网络科学
- 知识产权管理知识产权管理
- 图书统计学 图书统计学
背景情况:
- 专利引用网络对于评估技术价值至关重要.
- 现有的中心性措施往往忽视了邻近专利的结构上下文.
- 需要改进评估专利关系价值的方法.
研究的目的:
- 提出一种新的指数,即专利节点重要性指数 (PNII),用于评估专利的关系价值.
- 将局域网结构信息纳入专利价值评估中.
- 将PNII的有效性与传统的中心性措施进行比较.
主要方法:
- 建立一个全面的专利引用网络.
- 基于专利相似性和"节点对" (邻近的专利及其邻居) 的结构重要性的定义和计算.
- 应用SIR模型来评估专利传播影响的比较分析.
主要成果:
- 拟议的PNII有效地捕捉了专利在引用网络中的结构重要性.
- 与一般网络中心性相比,PNII在评估专利关系价值方面表现出卓越的准确性和科学严谨性.
- 使用SIR模型进行的分析验证了PNII的增强评估能力.
结论:
- 通过考虑网络结构,PNII提供了一种更科学,更准确的专利价值评估方法.
- 网络科学原理可以显著增强传统的专利分析.
- 这种方法为了解专利的重要性和技术关系提供了有价值的工具.
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