Ishii Chika, Asatani Kimitaka, Sakata Ichiro
Cisco Systems G.K., Tokyo, Japan.
Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.
Heliyon. 2022 Sep 21;8(9):e10721. doi: 10.1016/j.heliyon.2022.e10721. eCollection 2022 Sep.
Comprehensive observations of science, technology, and research policy transactions are important for developing an innovation strategy. We propose a new method that combines the academic landscape and matrix analysis to understand the relationships among activities of three aspects of the technological landscape: science, technology, and research policy. First, we divided academic research into 28 knowledge domains by clustering a citation network of scientific papers. Next, we developed a new matrix classifying them into three groups: "mature technology," "intermediate technology," and "emerging technology." The results showed that research domains in "emerging technology" showed a high rate of patent increase, indicating that they were commercializing rapidly. Finally, we identified the group that each country focused on, and this result reflected the countries' research policies. China and Singapore showed high rates, whereas Japan, France, and Germany had low values. This result reflects countries' research policies and implies that specialty research areas differed by country. As above, our research result implies that academia, industry, and government have paid attention to knowledge domains in "emerging technology" and these are important for creating innovation. A supercapacitor, also known as an electric double layer capacitor or ultracapacitor, was selected as an example in our method. This research could help academic researchers, industrial companies, and policymakers in developing innovation strategies.
对科学、技术和研究政策事务进行全面观察对于制定创新战略至关重要。我们提出了一种新方法,将学术格局与矩阵分析相结合,以理解技术格局三个方面(科学、技术和研究政策)活动之间的关系。首先,我们通过对科学论文的引用网络进行聚类,将学术研究划分为28个知识领域。接下来,我们开发了一种新矩阵,将它们分为三组:“成熟技术”、“中间技术”和“新兴技术”。结果表明,“新兴技术”中的研究领域专利增长率很高,表明它们正在迅速商业化。最后,我们确定了每个国家关注的领域,这一结果反映了各国的研究政策。中国和新加坡的增长率较高,而日本、法国和德国的值较低。这一结果反映了各国的研究政策,并意味着各国的专业研究领域存在差异。如上所述,我们的研究结果表明,学术界、产业界和政府都关注“新兴技术”中的知识领域,这些领域对于创新创造很重要。我们的方法中选择了超级电容器,也称为双电层电容器或超级电容作为示例。这项研究有助于学术研究人员、工业公司和政策制定者制定创新战略。