为创新管理提供信息：将领先研发企业与新兴技术关联起来
Informing Innovation Management: Linking Leading R&D Firms and Emerging Technologies
AI总结：
本研究结合新数据、工具与新颖技术构建模型，生成全球领先研发企业与新兴技术的关联图谱，经专利数据验证有效，并匹配了循环经济新兴技术与对应企业，为创新管理及相关研究提供支撑。
摘要：
长期以来，企业、政策制定者和研究人员一直对理解新兴技术与研发之间的关系抱有兴趣。本文结合新型数据源与工具，采用一种新颖技术构建了一个模型，将一组明确界定的新兴技术与全球研发支出领先的企业关联起来，最终生成了该领域的全新图谱。该图谱基于企业与技术各自Wikipedia简介中蕴含的知识，揭示了二者之间的邻近度，可用于分析企业与新兴技术之间最紧密的关联。一组相关专利数据呈现出的显著正相关性验证了该方法的有效性。最后，研究将一组循环经济新兴技术与其最接近的研发支出领先企业进行匹配，为未来将该模型更广泛或更精准地应用于特定技术主题、企业竞争格局以及国家利益相关问题的研究提供了思路。
英文摘要：
Understanding the relationship between emerging technology and research and development has long been of interest to companies, policy makers and researchers. In this paper new sources of data and tools are combined with a novel technique to construct a model linking a defined set of emerging technologies with the global leading R&D spending companies. The result is a new map of this landscape. This map reveals the proximity of technologies and companies in the knowledge embedded in their corresponding Wikipedia profiles, enabling analysis of the closest associations between the companies and emerging technologies. A significant positive correlation for a related set of patent data validates the approach. Finally, a set of Circular Economy Emerging Technologies are matched to their closest leading R&D spending company, prompting future research ideas in broader or narrower application of the model to specific technology themes, company competitor landscapes and national interest concerns.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
