Informatics Analysis of National Science Fund Utilization: Insights from Science of Science Academic Journals

Abstract

This paper presents an informatics study aimed at analyzing the utilization of national science funds, drawing insights from academic journals specializing in the science of science. Leveraging computational methods and data mining techniques, we examine a corpus of academic papers published in science of science journals to explore the patterns, trends, and outcomes associated with the funding allocated by national science agencies. Specifically, we investigate the distribution of research topics, collaboration networks, citation patterns, and knowledge dissemination pathways within the realm of science funding research. By analyzing the content and metadata of journal articles, we uncover the thematic priorities, interdisciplinary connections, and institutional dynamics shaping the utilization of national science funds across different scientific domains and research communities. Furthermore, we examine the impact of funding policies, evaluation criteria, and administrative procedures on research productivity, scientific collaboration, and knowledge creation. Through this informatics study, we aim to provide evidence-based insights that can inform policymakers, funding agencies, and researchers about the effectiveness, efficiency, and societal impact of national science funding initiatives. This research contributes to advancing our understanding of the science of science domain and offers practical implications for optimizing science funding strategies, enhancing research transparency, and fostering innovation in scientific funding practices.