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Exploring Promising Research Frontiers Based on Knowledge Maps in the Solar Cell Technology Field

机译：在太阳能电池技术领域探索基于知识图谱的有前途的研究领域

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摘要

Given the challenging environmental issues in the energy sector, the importance of strategic research and development (R&D) planning has been emphasized to manage a turbulent business situation. This study aims to propose a methodology for exploring promising research frontiers in the energy sector. To this end, first, core documents are collected from scientific documents such as patents and academic papers. Second, the research frontiers are extracted by clustering the core documents based on the bibliographic relations. Third, a knowledge map is generated by mapping the relations between research frontiers. Finally, the promising research frontiers (RFs) are identified by conducting dynamic analyses and the contents of promising RFs are suggested. As an illustration of the method, the field of solar cell technology is chosen and analyzed As a result, the promising research frontiers from the patent knowledge map are related to development (D) themes and promising research frontiers from scientific paper knowledge map are related to the research (R) themes. The proposed method and results can be utilized by researchers, R&D policy makers, and administrations in practice.
机译：鉴于能源领域中充满挑战的环境问题，战略研究与开发（R＆D）计划的重要性已得到强调，以应对动荡的商业形势。这项研究旨在提出一种探索能源领域有前途的研究前沿的方法。为此，首先，从诸如专利和学术论文之类的科学文件中收集核心文件。其次，通过基于书目关系对核心文献进行聚类来提取研究前沿。第三，通过映射研究前沿之间的关系来生成知识图。最后，通过进行动态分析来确定有前途的研究前沿（RF），并提出有前途的RF的内容。作为方法的说明，选择并分析了太阳能电池技术的领域。结果，专利知识图谱中的有前途的研究领域与发展（D）主题相关，科学论文知识图谱中的有前途的研究领域与相关领域有关。研究（R）主题。研究人员，研发政策制定者和主管部门可以在实践中利用所提出的方法和结果。

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