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Patent transformation opportunity to realize patent value: Discussion about the conditions to be used or exchanged

机译:专利转型机会实现专利价值:讨论要使用或交换的条件

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摘要

Innovation-driven development worldwide is driving scientific and technological (Sci-Tech) progress. As an important form of Sci-Tech achievements, patents provide effective protection and transformation opportunities for Sci-Tech innovations; this includes using and exchanging of patents to realize their value. However, realizing patent value involves some challenges: (1) discovering the transformation opportunities and (2) determining the conditions needed to realize patent transformation. To solve these challenges, we introduce a heterogeneous network-based transformation prediction model to discover transformation opportunities and explain the transformation conditions. The model includes: (1) construction of a heterogeneous network, (2) a heterogeneous network-based transformation opportunity prediction method, and (3) a heterogeneous network-based transformation conditions explainable method. The results obtained show that the proposed model can discover transformation opportunities with high evaluation measurements and explainable transformation conditions.
机译:全球创新驱动的发展正在推动科技(科技)进步。作为科学技术成果的重要形式,专利为科技创新提供了有效的保护和转型机会;这包括使用和交换专利来实现其价值。然而,实现专利价值涉及一些挑战:(1)发现改变机会和(2)确定实现专利转换所需的条件。为了解决这些挑战,我们介绍了一种基于网络的基于网络的转换预测模型,以发现转变机会并解释转变条件。该模型包括:(1)非均相网络的构造,(2)基于异质网络的变换机会预测方法,(3)基于非均质网络的转换条件可说明的方法。得到的结果表明,所提出的模型可以发现具有高评价测量和可解释的转化条件的转化机会。

著录项

  • 来源
    《Information Processing & Management》 |2021年第4期|102582.1-102582.17|共17页
  • 作者单位

    College of Computer Science Inner Mongolia University China Institute of Scientific and Technical Information of China China Inner Mongolia Key laboratory of Social Computing and Data Processing China;

    College of Computer Science Inner Mongolia University China;

    School of Economics and Management Inner Mongolia University China;

    School of Electronic and Information Engineering Shanghai DianJi University China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Heterogeneous network; Transformation opportunity; Transformation condition;

    机译:异构网络;转型机会;转型条件;

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