2022 VOLUME 2 ISSUE 3
RESEARCH ARTICLE
The scientific applications of big data in science of science
AUTHOR
Yunwei Chen, Qiuyang Chen, Lingjing Cao
ABSTRACT
The value of big data in science of science for knowledge discovery is that it can reveal deeper information and knowledge, promote knowledge integration in the whole process of scientific research, guide interdisciplinary integration, and provide new ideas and new methods for knowledge discovery research. This paper discusses the value and role of big data in science of science in knowledge discovery from five aspects, including exploring the laws of scientific research, revealing scientific structure, analyzing scientific research activities, supporting technical recognition and prediction, and serving science and technology evaluation.
KEYWORDS
Big data in Science of Science; Science of Science; Scientometrics; Scientific structure; Knowledge discovery