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Measuring industry-science links through inventor-author relations: A profiling methodology

机译:通过发明人与作者之间的关系衡量行业科学联系:一种分析方法

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摘要

In this pilot study we examine the performance of text-based profiling in recovering a set of validated inventor-author links. In a first step we match patents and publications solely based on their similarity in content. Next, we compare inventor and author names on the highest ranked matches for the occurrence of name matches. Finally, we compare these candidate matches with the names listed in a validated set of inventor-author names. Our text-based profile methodology performs significantly better than a random matching of patents and publications, suggesting that text-based profiling is a valuable complementary tool to the name searches used in previous studies.
机译:在这项初步研究中,我们研究了基于文本的概要分析在恢复一组经过验证的发明人-作者链接中的性能。第一步,我们仅根据内容的相似性来匹配专利和出版物。接下来,我们比较排名最高的匹配项上的发明人和作者的姓名,以查找名称匹配项。最后,我们将这些候选匹配项与经过验证的发明人-作者姓名集中列出的姓名进行比较。我们的基于文本的配置文件方法的性能远胜于专利和出版物的随机匹配,这表明基于文本的配置文件是对先前研究中使用的名称搜索的宝贵补充工具。

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