Research on the improvement effect of machine learning and neural network algorithms on the prediction of learning achievement

In order to improve the effect of college student performance prediction, based on machine learning and neural network algorithms, this paper improves the traditional data processing algorithms and proposes a similarity calculation method for courses. Moreover, this paper uses cosine similarity to c...

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Bibliographic Details
Published in:	Neural computing & applications Vol. 34; no. 12; pp. 9369 - 9383
Main Authors:	Su, Yingying, Wang, Shengxu, Li, Yi
Format:	Journal Article
Language:	English
Published:	London Springer London 01.06.2022 Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Colleges & universities Computational Biology/Bioinformatics Computational Science and Engineering Computer Science Data Mining and Knowledge Discovery Data processing Image Processing and Computer Vision Machine learning Neural networks Performance prediction Probability and Statistics in Computer Science S.I.: AI-based Web Information Processing Similarity Special Issue on AI-based Web Information Processing Student performance Neural network Machine learning Prediction
ISSN:	0941-0643, 1433-3058
Online Access:	Get full text
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