Design of Online Education Information Management System Based on Data Mining Algorithm

被引:1
|
作者
Chen, Wei [1 ]
Ren, Daowen [1 ]
Pang, Meiyan [1 ]
机构
[1] Guangzhou Coll Technol & Business, Guangzhou 510850, Guangdong, Peoples R China
关键词
MODEL;
D O I
10.1155/2022/6570922
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Online education is the core field in China now, and many online education institutions have reached thousands or even thousands of teachers. A large amount of information has been gathered in the corresponding personnel management system modules and talent databases of the institution itself, such as personnel student status query management and performance evaluation analysis and management. How to reuse these data to transform existing data management into usable knowledge has become a problem that organizations should not underestimate. The purpose of this paper is to study the theoretical knowledge related to data mining algorithms, put forward the process and classification of data mining, and focus on the mining process and common methods of data classification rules. Experimental data shows that 31% of parents chose online education in 2019, compared with only 14% in 2017. Among them, the natural lack of offline education resources in third-and fourth-tier cities online education makes up for the lack of offline resources. The results show that third- and fourth-tier cities will become the driving force for the development of online education in the future.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] RETRACTED ARTICLE: Data mining optimization model for financial management information system based on improved genetic algorithm
    Wei Li
    Qiling Zhou
    Junying Ren
    Samantha Spector
    [J]. Information Systems and e-Business Management, 2020, 18 : 747 - 765
  • [32] Retraction Note: Data mining optimization model for financial management information system based on improved genetic algorithm
    Wei Li
    Qiling Zhou
    Junying Ren
    Samantha Spector
    [J]. Information Systems and e-Business Management, 2023, 21 : 49 - 49
  • [33] Design of an Online Education Evaluation System Based on Multimodal Data of Learners
    Peng, Qijia
    Qie, Nan
    Yuan, Liang
    Chen, Yue
    Gao, Qin
    [J]. CROSS-CULTURAL DESIGN-CULTURE AND SOCIETY, CCD 2019, PT II, 2019, 11577 : 458 - 468
  • [34] Personalized information push system for education management based on big data mode and collaborative filtering algorithm
    Zhu, Zefeng
    Sun, Yongle
    [J]. SOFT COMPUTING, 2023, 27 (14) : 10057 - 10067
  • [35] Personalized information push system for education management based on big data mode and collaborative filtering algorithm
    Zefeng Zhu
    Yongle Sun
    [J]. Soft Computing, 2023, 27 : 10057 - 10067
  • [36] Design and Implementation of Communication Operation Management System Based on Data Mining
    [J]. Li, Bo (libo@sdupsl.edu.cn), 1600, Springer Science and Business Media Deutschland GmbH (1131):
  • [37] Design of Electric Power Dispatching Management System based on Data Mining
    Chang, Yanli
    Chen, Yanping
    Lu, Liruo
    Jia, Mengqing
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND ENGINEERING INNOVATION, 2015, 12 : 1443 - 1446
  • [38] Design and Implementation of Energy Saving Management System Based on Data Mining
    Yuan, Yuan
    [J]. 2018 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND COGNITIVE INFORMATICS (ICICCI 2018), 2019, 25
  • [39] The Design of College Student Growth Management System Based on Data Mining
    Yuan, Jiaqi
    Cheng, Shi
    Lu, Jian
    [J]. 2018 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL & ELECTRONICS ENGINEERING AND COMPUTER SCIENCE (ICEEECS 2018), 2018, : 268 - 272
  • [40] RETRACTED: Design and Implementation of Sports Industry Information Service Management System Based on Data Mining (Retracted Article)
    Zhang, Hang
    [J]. ADVANCES IN MULTIMEDIA, 2022, 2022