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A novel approach to forecast promising technology through patent analysis

机译:通过专利分析预测有前景的技术的新方法

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摘要

Forecasting promising technology is a relevant opportunity for management of companies and countries. Furthermore, researchers in research and development (R&D) have recently considered that patents include detailed information on developed technologies. For these reasons, we suggest a novel approach to forecasting PT using patent analysis. The overall process of the proposed methodology consists of three steps. First, to form technology clusters, we clustered patent documents on the basis of the cooperative patent classification (CPC), which represents a more detailed technology classification system than the international patent classification (IPC). Second, regarding the process of defining technology clusters, we examined the combination of CPCs of each formed clusters. Finally, patent indicators such as forward citations, triadic patent families, and independent claims are analyzed to assess whether the technology clusters are promising. We collected patent data on the wellness care industry from the United States Patent and Trademark Office (USPTO) to verify the proposed methodology. (C) 2016 Elsevier Inc. All rights reserved.
机译:预测有前途的技术是公司和国家/地区管理的重要机会。此外,研究与开发(R&D)研究人员最近认为,专利包括有关已开发技术的详细信息。由于这些原因,我们建议使用专利分析的新颖方法来预测PT。拟议方法的总体过程包括三个步骤。首先,为了形成技术集群,我们在合作专利分类(CPC)的基础上对专利文件进行了聚类,这代表了比国际专利分类(IPC)更详细的技术分类系统。其次,关于定义技术集群的过程,我们研究了每个形成集群的CPC的组合。最后,对诸如前向引文,三元专利家族和独立权利要求之类的专利指标进行了分析,以评估技术集群是否有希望。我们从美国专利商标局(USPTO)收集了有关健康护理行业的专利数据,以验证建议的方法。 (C)2016 Elsevier Inc.保留所有权利。

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