Construction and Application of a College English Blended Teaching System Based on Multi-Source Data Fusion

被引:0
|
作者
Xi, Hongyan [1 ]
Sang, Dongyan [2 ]
机构
[1] Yichun Univ, Yichun, Jiangxi, Peoples R China
[2] Cangzhou Presch Teachers Coll, Cangzhou, Hebei, Peoples R China
关键词
College English; College English Teaching; Evaluation Model; Multi-Source Data Fusion; Particle Swarm Algorithm; Support Vector Machine;
D O I
10.4018/IJICTE.342083
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
By using modern data analysis techniques, this study aims to construct an innovative university English teaching effectiveness evaluation model based on particle swarm algorithm and support vector machine. The model is designed to improve assessment accuracy and personalization. The research process includes the methodology of data collection, preprocessing, model construction and evaluation. The experimental results show that the model can more accurately assess students' English learning effectiveness and provide customized suggestions for personalized education. This research is important for improving the quality of university English education, promoting personalized learning, and providing support tools for educational decision makers.
引用
收藏
页数:18
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