Comparison of Virtual Learning Community Construction between China and the United States Based on KH Coder Text Data Mining

Abstract

Virtual learning communities, as an innovative online education model, have gained significant attention worldwide. The virtual learning communities in the United States are characterized by advanced educational models, innovative technological applications, and rich practical experiences. Exploring and drawing lessons from the construction of virtual learning communities in the United States is of great value to China. This paper utilizes KH Coder as an analysis tool and conducts literature searches on the Web of Science for U.S. literature and on the CNKI database for Chinese literature. The analysis covers the period from 2019 to 2024, and includes frequency and network co-linearity analyses. The research findings indicate the following: First, Chinese online education research emphasizes the importance of technological application and innovation in the field of education. Second, Chinese online teaching research has certain limitations in terms of research scope. Third, there are certain issues in the dissemination of research findings in Chinese online teaching research. Based on the research results, the following adjustments should be made for Chinese virtual learning communities: First, the comparison of research literature between China and the United States shows that the development of virtual learning communities requires diverse collaborations. Second, the development of virtual learning communities requires continuous technological innovation. Third, the comparison of research literature between China and the United States reminds us that the development of virtual learning communities needs to focus on social interaction. Fourth, the development of virtual learning communities also requires teacher support and participation. Fifth, the development of virtual learning communities needs to encourage students' active participation and autonomous learning.