首页|人工智能在大学数学个性化教育中的探索

人工智能在大学数学个性化教育中的探索

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人工智能赋能下大学数学个性化教育可提供一个适应多样化需求的教学方式,有助于激发学生的学习兴趣和动力.人工智能在个性化教育中的应用场景主要包括智能辅导系统、学习路径推荐和学习者行为分析等.人工智能在大学数学个性化教育中发展的同时也面临数据隐私安全、多样性与公平性、算法可解释性及教师角色转变等挑战.未来人工智能在大学数学个性化教育中除了继续保持原有的优势,还有许多发展方向,在发展中需加强数据隐私保护措施,引入多样化评估体系,提高算法的可解释性,加强教师培训与合作,以更好地发挥人工智能在个性化教育中的作用.
On Exploration of Artificial Intelligence in Personalized Mathematics Education at Universities
The personalized mathematics education at universities enabled by artificial intelligence can provide a teaching method that adapts to diverse needs,helping to stimulate students'learning interest and motivation.The application scenarios of artificial intelligence in personalized education mainly include intelligent tutoring system,learning path recommendation and learner behav-ior analysis.While developing in personalized mathematics education at universities,artificial intelligence also faces challenges such as data privacy security,diversity and equity,algorithm interpretability and the transformation of teachers'roles.In the future,in addition to maintaining its existing advantages,artificial intelligence in personalized mathematics education at universities has many development directions.It is necessary to strengthen data privacy protection measures,introduce diverse evaluation systems,en-hance the interpretability of algorithms,and strengthen teacher training and cooperation to better leverage the role of artificial intel-ligence in personalized education.

artificial intelligencecollege mathematicspersonalized educationintelligent tutoring systemslearning path recommen-dationslearner behavior analysis

栗志华、梅银珍、王鹏

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中北大学 数学学院,山西 太原 030051

人工智能 大学数学 个性化教育 智能辅导系统 学习路径推荐 学习者行为分析

山西省教育科学规划课题

SZH-230056

2024

乐山师范学院学报
乐山师范学院

乐山师范学院学报

影响因子:0.205
ISSN:1009-8666
年,卷(期):2024.39(8)
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