RETRACTED: Computer Teaching System Based on Internet of Things and Machine Learning (Retracted Article)

被引:0
作者
Chen, Lei [1 ]
Zhang, Li [1 ]
机构
[1] Chongqing Coll Elect Engn, Chongqing 401331, Peoples R China
关键词
D O I
10.1155/2022/3974794
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to solve the problem that the traditional computer-aided teaching system is affected by communication technology, which leads to the inability to interact between teachers and students, the author proposes a research on a computer teaching system based on the Internet of Things and machine learning. The hardware structure is designed according to the functions of each module of the system, in which the student learning module is composed of a teaching coordination agent and a number of other agents, responsible for the presentation of specific teaching materials, problem solving, knowledge sharing through a collaborative mechanism, and providing personalized teaching basis for the system. The teacher's teaching module mainly provides students with corresponding teaching strategies according to the learning requirements and uses its own reasoning mechanism to provide intelligent guidance to the problems encountered in the teaching process; the assessment module uses assessment rules to analyze student responses, comprehensive assessment of students' learning behaviors, attitudes, effects, and abilities. The software function is designed with SQL Server 2000 as the database server, in the case of determining the data attributes, the data online evaluation is carried out, and the distance teaching is completed by combining the network technology. The experimental results show that when the time is 20s, the teaching efficiency of the traditional system is 61%, and the teaching efficiency of the artificial intelligence system is 91%. As a result, the teaching efficiency of the system based on the Internet of Things and machine learning is high, and it can provide equipment support for students' learning.
引用
收藏
页数:6
相关论文
共 50 条
[41]   RETRACTED: The Evaluation of Music Teaching in Colleges and Universities Based on Machine Learning (Retracted Article) [J].
Xia Xiongjun ;
Lv, Danmeng .
JOURNAL OF MATHEMATICS, 2022, 2022
[42]   RETRACTED: A Detailed Research on Human Health Monitoring System Based on Internet of Things (Retracted Article) [J].
Ru, Lei ;
Zhang, Bin ;
Duan, Jing ;
Ru, Guo ;
Sharma, Ashutosh ;
Dhiman, Gaurav ;
Gaba, Gurjot Singh ;
Jaha, Emad Sami ;
Masud, Mehedi .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
[43]   RETRACTED: Design and Implementation of Office Automation System Based on Internet of Things Technology (Retracted Article) [J].
Xiao, Ying ;
Chen, Ya ;
Tang, Yujian ;
Jung, Hoekyung .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
[44]   RETRACTED: Marketing Method and System Optimization Based on the Financial Blockchain of the Internet of Things (Retracted Article) [J].
Yan, Chaosong ;
Zhu, Jun ;
Ouyang, Yinglong ;
Zeng, Xingyu .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
[45]   RETRACTED: Application of Boiler Optimization Monitoring System Based on Embedded Internet of Things (Retracted Article) [J].
Zhang, Haiqing ;
Qiu, Mingxiang ;
Yu, Xingjiang ;
Wu, Yujiao ;
Ma, Yinhong .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
[46]   RETRACTED: Optimization of Intelligent Management System for Crafts Production Based on Internet of Things (Retracted Article) [J].
Zhou, Xiaojiang ;
Li, Keqi .
COMPLEXITY, 2021, 2021
[47]   RETRACTED: Crop Growth Monitoring System Based on Agricultural Internet of Things Technology (Retracted Article) [J].
Wu, Jienan .
JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2022, 2022
[48]   RETRACTED: Design of the Student Attendance Management System Based on the Internet of Things Technology (Retracted Article) [J].
Xun, Hongmei ;
Zou, Bojun ;
Duan, Chenyu .
MOBILE INFORMATION SYSTEMS, 2022, 2022
[49]   RETRACTED: Design of Ecological Environment Monitoring System Based on Internet of Things Technology (Retracted Article) [J].
Chen, Limin ;
Zhang, Lei .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
[50]   RETRACTED: Design and Application of Land Resource Management System Based on Internet of Things (Retracted Article) [J].
Song, Qian .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022