Abstract
Based on the CNKI database, the article combed the research on learner portrait between June 2017 and June 2024, and analyzed the number of articles, the cooperation network of scholars, keywords, and other related contents to summarize the current situation and hot spots of the research on learner portrait in China. The results show that the hot topics of research mainly focus on Student Portrait , Learner Portrait , User Portrait , Big Data , Learning Analysis and so on, show much research innovation and integration. The related research involves a variety of fields, such as educational technology, pedagogy, computer information technology, and so on. From June 2017 to June 2024, the research hot spots gradually expanded from the application of data technology to the field of education, reflecting the trend of the integration of education and technology. The hot spots gradually shifted from applying technologies such as user portrait technology and big data to the specific application and development of the education field such as learning portrait, comprehensive quality education, smart campus, digital portrait, precise ideology, and teaching intervention. The research results provide important theoretical and practical guidance for education information technology and smart education.
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