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基于数据挖掘的学生画像系统设计与实现

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阐述数据挖掘技术的理论基础,以面向对象的程序设计课程为对象,构建适合精准教学实施的学生画像系统模型.利用K-means聚类算法划分学生类群,并根据学生的不同特征提供最佳教学方式.
Design and Implementation of Student Portrait System Based on Data Mining
This paper describes the theoretical basis of data mining technology,which focuses on object-oriented programming courses and constructs a student portrait system model suitable for precise teaching implementation.It uses the K-means clustering algorithm to divide student groups and provides the best teaching methods based on their different characteristics.

artificial intelligencedata miningstudent profilingK-means clustering

吴伟丰

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广东东软学院,广东 528225

人工智能 数据挖掘 学生画像 K-means聚类

2024

电子技术
上海市电子学会,上海市通信学会

电子技术

影响因子:0.296
ISSN:1000-0755
年,卷(期):2024.53(10)