Adaptive Learning Model of English Vocabulary Based on Blockchain and Deep Learning

被引:1
|
作者
Li, Jie [1 ]
机构
[1] Harbin Normal Univ, Sch Western Languages, Harbin 150025, Heilongjiang, Peoples R China
关键词
TECHNOLOGY; ARCHITECTURE;
D O I
10.1155/2022/4554190
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As one of the three basic elements of language, vocabulary is particularly important when learning English. Nowadays, many students are faced with problems such as boring vocabulary teaching, forgetting quickly after reciting, inefficient vocabulary learning, and lack of initiative. Therefore, it is imperative to seek a scientific and effective teaching mode to improve students' vocabulary achievement. It builds an adaptive learning model of English vocabulary based on blockchain and deep learning, and tests the model. According to the experimental data, 46.8% of the learners will often read English newspapers or magazines to expand their English vocabulary. 50.4% of the students classified and memorized English vocabulary according to different categories. 59% of students often use context to memorize English vocabulary. The results show that before using the English vocabulary adaptive learning model based on blockchain and moderate learning, the average score of students' methods and strategies is in the middle and lower levels. After using the adaptive learning model, some students have been able to use some learning strategies, and a small number of students have expanded their vocabulary through extracurricular reading.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Exploration of the Application of English Vocabulary Adaptive Learning Model in English Teaching and Learning
    Li, Min
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (09) : 1333 - 1338
  • [2] An Adaptive Learning System for English Vocabulary Using Machine Learning
    Xu, Yanqiu
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [3] Continual Construction of Adaptive Learning Model for English Vocabulary Using Machine Learning and Virtual Reality
    Hui L.
    Computer-Aided Design and Applications, 2023, 20 (S14): : 1 - 15
  • [4] Improving english vocabulary learning with a hybrid deep learning model optimized by enhanced search algorithm
    Zheng, Fang
    EGYPTIAN INFORMATICS JOURNAL, 2025, 29
  • [5] Research on English Vocabulary and Speech Corpus Recognition Based on Deep Learning
    Zhen, Wang
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [6] A Deep Learning Approach of English Vocabulary for Mobile Platform
    Shen, Nanyan
    2021 13TH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2021), 2021, : 463 - 466
  • [7] A blockchain-enabled learning model based on distributed deep learning architecture
    Zhang, Yang
    Liang, Yongquan
    Jia, Bin
    Wang, Pinxiang
    Zhang, Xiaosong
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (09) : 6577 - 6604
  • [8] Learning English Vocabulary
    杜秀莲
    校园英语, 2018, (12) : 47 - 47
  • [9] Computerized Adaptive English Ability Assessment Based on Deep Learning
    Wang, Xiao
    Zhang, Yuanyuan
    Yu, Shengnan
    Liu, Xiwei
    Wang, Fei-Yue
    IMAGE AND VIDEO TECHNOLOGY (PSIVT 2017), 2018, 10799 : 158 - 171
  • [10] Enhancing English vocabulary learning via computerized adaptive testing
    Yang Fang
    Zhang Huanrui
    Yang Mingrui
    2017 12TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND EDUCATION (ICCSE 2017), 2017, : 3 - 5