Design of online intelligent English teaching platform based on artificial intelligence techniques

被引:135
|
作者
Sun, Zhuomin [1 ]
Anbarasan, M. [2 ]
Praveen Kumar, D. [3 ]
机构
[1] Harbin Engn Univ, Coll Int Cooperat Educ, Harbin 150001, Peoples R China
[2] Sri Sairam Inst Technol, Dept Comp Sci & Engn, Chennai, Tamil Nadu, India
[3] Hindustan Inst Technol & Sci, Dept Comp Sci & Engn, Chennai, Tamil Nadu, India
关键词
artificial intelligence education; deep learning; online English teaching platform; DECISION-MAKING; MODEL;
D O I
10.1111/coin.12351
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Artificial intelligence education (AIEd) is defined in the field of education as the utilization of artificial intelligence. There are currently many AIEd-driven applications in schools and universities. This paper applies an artificial intelligence module combined with the knowledge recommendation to the system and develops an online English teaching system in comparison with the common teaching auxiliary system. The method of English teaching is useful in investigating the potential internal connections between evaluation outcomes and various factors. This article develops deep learning-assisted online intelligent English teaching system that utilizes to create a modern tool platform to help students improve their English language teaching efficiency in line with their mastery of knowledge and personality. The decision tree algorithm and neural networks have been used and to generate an English teaching assessment implementation model based on decision tree technologies. It provides valuable data from extensive information, summarizes rules and data, and helps teachers to improve their education and the English scores of students. This system reflects the thinking of the artificial intelligence expert system. Test application demonstrates that the system can help students improve their learning efficiency and will make learning content more relevant. Besides, the system provides an example model with similar methods and has a referential definition.
引用
收藏
页码:1166 / 1180
页数:15
相关论文
共 50 条
  • [1] Design of Personalised English Distance Teaching Platform Based on Artificial Intelligence
    Huang, Yabin
    [J]. JOURNAL OF INFORMATION & KNOWLEDGE MANAGEMENT, 2022, 21 (SUPP02)
  • [2] The construction of intelligent English teaching model based on artificial intelligence
    Li X.
    [J]. Li, Xiaoguang (lixiaoguangivan@126.com), 1600, Kassel University Press GmbH (12): : 35 - 44
  • [3] Construction of College English Teaching Platform Based on Artificial Intelligence
    Ma X.
    Li X.
    [J]. Computer-Aided Design and Applications, 2023, 20 (S5): : 95 - 105
  • [4] A Teaching System of English Online Course Based on Artificial Intelligence
    Jing, Liu
    [J]. 2019 11TH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2019), 2019, : 517 - 521
  • [5] The Construction of English Teaching Platform Based on Artificial Intelligence Under Computer-Aided Design
    Xie C.
    Yu H.
    [J]. Computer-Aided Design and Applications, 2023, 20 (S5): : 168 - 179
  • [6] Artificial intelligence-based platform for online teaching management systems
    Zhao, Ling
    Chen, Lijiao
    Liu, Qing
    Zhang, Mingyao
    Copland, Henry
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (01) : 45 - 51
  • [7] Artificial Intelligence-Based Design of English Teaching System
    Cui, Yingjie
    [J]. Informatica (Slovenia), 2024, 48 (08): : 177 - 192
  • [8] Design and implementation of intelligent creation platform based on artificial intelligence technology
    Chen, Keliang
    Zu, Yunxiao
    Wang, Danzhi
    [J]. JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2020, 20 (04) : 1109 - 1126
  • [9] An artificial intelligence recognition model for English online teaching
    Li Aiyuan
    Wang Hui
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (02) : 3547 - 3558
  • [10] Establishment of an integrated network platform for English language teaching based on artificial intelligence
    Du, Mojun
    [J]. AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 2165 - 2169