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A Visualization Study of Dance Teaching in China Based on the LDA Model and CSSCI Database (1998-2020)

机译:基于LDA模型和CSSCI数据库的中国舞蹈教学的可视化研究(1998 - 2020年)

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摘要

Objective: Based on the topics of abstracts, times cited, and co-citation networks, this paper explores the knowledge system of dance teaching in China so as to provide a reference for future research based on bibliometrics. Method: According to the CSSCI database, a statistical analysis of Chinese research in dance teaching from 1998 to 2020 is carried out to discover implicit topics. In view of research hotspots and frontiers, this paper conducts a centrality and visualization analysis and a filtering of salient terms of research hotspots in dance teaching using CiteSpace, a knowledge graph visualization software. Also, the Latent Dirichlet Allocation model is used to extract and visualize the topics from the filtered salient terms of the abstracts. Results/Conclusion: We found that the research hotspots in dance teaching in China can be divided into 16 clusters, namely “Sports Dance”, “Dance Art”, “Classical Chinese Dance”, “Yunnan Dance”, “Dance”, “Folk Dance”, “Ethnic Dance”. “Dance teaching”, “Quality Education”, “College Students”, “Ethnic Minorities”. “Latin Dance”, “Traditional Athletic Maintenance”, “Chorus”, “Fitness Value”, and “Physical Fitness”. The research frontiers in dance teaching lie in the teaching, discovery, protection, restoration, and discipline construction of folk dance and intangible cultural heritage dance genres.
机译:目的:根据摘要,引用及共同网络的主题,探讨了中国舞蹈教学知识体系,以便为基于书尖测定学的未来研究提供参考。方法:根据CSSCI数据库,从1998年到2020年的舞蹈教学中中国研究的统计分析是为了发现隐含主题。鉴于研究热点和边界,本文使用CITESPACE对舞蹈教学中的舞蹈教学中的高层研究热点过滤,了解了一个人格和可视化分析。此外,潜在的Dirichlet分配模型用于从摘要的过滤的突出术语中提取和可视化主题。结果/结论:我们发现中国舞蹈教学中的研究热点可分为16个集群,即“体育舞蹈”,“舞蹈艺术”,“古典舞蹈”,“云南舞蹈”,“舞蹈”,“舞蹈”,“民间”舞蹈“,”民族舞蹈“。 “舞蹈教学”,“素质教育”,“大学生”,“少数民族”。 “拉丁舞”,“传统运动维护”,“合唱”,“健身价值”和“体质”。舞蹈教学中的研究边界躺在教学,发现,保护,恢复和民间舞蹈和非物质文化遗产舞蹈类型的教学。

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