Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology

Yajuan Liu

doi:10.47297/wspciWSP2516-252710.20230701

PDF
导出
分享
收藏
专辑

Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology

7卷第1期

浏览量: 0 Downloads: 1

Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology
Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology
Zhengzhou University of Science and Technology,Henan,Zhengzhou,450064
2023年7卷第1期页码：49-54
纸质出版日期： 2023 ，
DOI：10.47297/wspciWSP2516-252710.20230701
Accepted：

Scan QR Code

(2023). Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology. 创意与创新（英文版）, 7(1), 49-54.

Yajuan Liu. (2023). Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology. Creativity and Innovation, 7(1), 49-54.
(2023). Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology. 创意与创新（英文版）, 7(1), 49-54. DOI： 10.47297/wspciWSP2516-252710.20230701.

Yajuan Liu. (2023). Research on the Construction of an Intelligent Learning Platform for College English Based on Deep Learning Technology. Creativity and Innovation, 7(1), 49-54. DOI： 10.47297/wspciWSP2516-252710.20230701.

摘要

Abstract

With the rapid development of artificial intelligence and deep learning technology

there is an increasing demand for intelligent learning platforms in the field of education. This research paper aims to investigate and propose a smart learning platform for college English based on deep learning technology. The platform integrates various advanced techniques

including natural language processing

machine learning

and deep neural networks

to enhance the efficiency and effectiveness of English learning.

关键词

Keywords

Deep learning technologyCollege EnglishNatural language processingIntelligent Learning Platform

references

Chen, Y., & Xue, B. (2018). Deep Learning-Based Adaptive E-Learning: A Review. IEEE Transactions on Learning Technologies, 11(4),512-25. [2] He, K., Zhang, X., Ren, S., & Sun, J. (2016). Deep Residual Learning for Image Recognition. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 770-78. [3] Meng, Y., Huang, M., Lian, X., Zhang, Y., & Chen, Z. (2019). Learning English with AI: Enhancing Vocabulary Learning using Deep Learning Techniques. IEEE Access, 7, 135282-135292. [4] Pan, S., Yang, Q., & Liu, Q. (2010). A Survey on Transfer Learning. IEEE Transactions on Knowledge and Data Engineering, 22(10), 1345-59.[5] Wang, S., & Mann, S. (2015). An Investigation of Deep Learning for Naming Test English Pronunciation Assessment. Journal of Learning Analytics, 2(3), 229-52.[6] Xiong, C. (2019). Deep Learning in Education: A Review. Journal of Educational Technology & Society, 22(3), 223-38.[7] Yang, Y., & Wu, K. (2019). Study on Deep Learning-Based Intelligent English Learning Platform. IEEE Access, 7, 134543-134550. [8] Young, T., Hazarika, D., Poria, S., & Cambria, E. (2018). Recent Trends in Deep Learning Based Natural Language Processing. IEEE Computational Intelligence Magazine, 13(3), 55-75. [9] Zhang, Y., Wah, C., Li, Z., & Li, Y. (2017). A Review on Multilabel Learning Algorithms. IEEE Transactions on Knowledge and Data Engineering, 26(8), 1819-37. [10] Zhou, M., Shia, V., & Jaeger, T. (2018). A Systematic Review of Deep Learning in Image Classification. Neurocomputing, 288, 92-101.