首页|基于用户画像技术的师范生数字素养教学策略研究

基于用户画像技术的师范生数字素养教学策略研究

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教育数字化转型已成为未来教育改革和发展的重要趋势,而师范生具有良好的数字素养对于推动教育数字化转型至关重要.基于学习通平台中的学习数据,文章主要从数字理论知识、数字操作技能、数字专业技能、数字安全技能和数字竞争力5个方面构建师范生数字素养个体画像,并利用K-means聚类生成群体画像,将师范生分为"有待加强型""均衡发展型""技能欠缺型"和"数字保守型"4个类群.最后,基于用户画像对师范生的数字素养进行评价,从师范生、教师、教学平台等视角出发,提出提升师范生数字素养水平的教学策略.
Research on Digital Literacy Teaching Strategies for Teacher-Training Students Based on User Profiling Technology
The digital transformation of education has become an important trend for future education reform and development,and it is crucial for teacher-training students to have good digital literacy to promote the digital transformation of education.Based on the learning data in the Xuexitong platform,this article mainly constructs teacher-training students'individual profiles of digital literacy from five aspects,namely,the digital theoretical knowledge,digital operational skills,digital professional skills,digital safety skills and digital competitiveness,and uses k-means to generate group profiles,which categorize the teacher-training students into four groups:"to be strengthened","balanced development","skill-deficient"and"digitally conservative".Finally,the digital literacy of teacher-training students is evaluated based on the user profiles,and teaching strategies to improve the digital literacy of teacher-training students are proposed from the perspectives of students,teachers and the teaching platforms.

Digital literacyTeacher-training studentsUser profileTeaching strategies

郑雪薇、邓贵斌、李冰楠、陈云红、李书明

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湖北师范大学 计算机与信息工程学院,湖北 黄石 435000

数字素养 师范生 用户画像 教学策略

国家自然科学基金面上项目湖北师范大学课程思政教学改革研究项目湖北师范大学研究生创新科研项目(2023)

62172144KCSZY2021132023Z103

2024

数字教育

数字教育

ISSN:
年,卷(期):2024.10(2)
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