Research and Application of Big Data Correlation Analysis in Education

被引:1
|
作者
Bo, Du [1 ]
Ai, Li [1 ]
Chen, Yuan [1 ]
机构
[1] Engn Univ PAP, Xian, Shanxi, Peoples R China
关键词
Correlation analysis; Education big data; Teachers team construction; Senior title defense;
D O I
10.1007/978-3-030-29035-1_44
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
How to adjust the training and construction plan for the college faculty and improve their capacity or education and instruction in Chinese universities is an urgent problem to be explored and solved under the background of education big data. In the era of big data, relevant analysis has received extensive attention because of its ability to discover the intrinsic associations between things quickly and efficiently, and has been effectively applied to various fields. In this paper, we are based on the data of 2018 senior professional title defense in several Chinese universities to analyze the correlation between the respondent's grades and ages, education and majors by using big data correlation mining technology. The purpose is to explore the status quo and problems of teachers' talent team construction, and then find a suitable way for the construction and training of college teachers in the era of big data.
引用
收藏
页码:454 / 462
页数:9
相关论文
共 50 条
  • [1] Research on Big Data Application in Smart Education System
    Hu, Zhifeng
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON SENSORS, MECHATRONICS AND AUTOMATION (ICSMA 2016), 2016, 136 : 306 - 309
  • [2] Application of Big Data analysis in gastrointestinal research
    Cheung, Ka-Shing
    Leung, Wai K.
    Seto, Wai-Kay
    WORLD JOURNAL OF GASTROENTEROLOGY, 2019, 25 (24) : 2990 - 3008
  • [3] Application of Big Data analysis in gastrointestinal research
    Ka-Shing Cheung
    Wai K Leung
    Wai-Kay Seto
    World Journal of Gastroenterology, 2019, (24) : 2990 - 3008
  • [4] Research on Architecture of Education Big Data Analysis System
    Chen, Jinhua
    Tang, Jing
    Jiang, Qin
    Wang, Yuxin
    Tao, Chunmei
    Zhang, Xu
    Liao, Jingya
    2017 IEEE 2ND INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA), 2017, : 601 - 605
  • [5] Research Hotspots and Trend Analysis of Big Data in Education
    Zhang Youshan
    Guo Shaozhe
    Li Yong
    Yang Kaikai
    Liang Qiming
    2021 INTERNATIONAL CONFERENCE ON BIG DATA ENGINEERING AND EDUCATION (BDEE 2021), 2021, : 110 - 114
  • [6] Analysis and Research on the Development and Application of Big Data in Foshan
    Guo, Weigang
    Xie, Jianqin
    Zhu, Zhen
    Lin, Qiuming
    Li, Xiaohua
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE ON SOCIAL NETWORK, COMMUNICATION AND EDUCATION (SNCE 2017), 2017, 82 : 527 - 531
  • [7] Application Research of an Innovative Online Education Model in Big Data Environment
    Zheng, Shi-Yong
    Jiang, Su-Ping
    Yue, Xiao-Guang
    Pu, Ruihui
    Li, Bi-Qing
    INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2019, 14 (08) : 125 - 138
  • [8] THE APPLICATION OF BIG DATA TECHNOLOGY IN ONLINE SUBJECT EDUCATION INNOVATION RESEARCH
    Huang, Chengyi
    Tan, Wengxi
    Yan, Xin
    Tan, Yun
    Wan, Heyue
    3C TECNOLOGIA, 2023, 12 (01): : 269 - 282
  • [9] Big data in language education and research
    Reinders, Hayo
    Lan, Yu-Ju
    LANGUAGE LEARNING & TECHNOLOGY, 2021, 25 (01): : 1 - 3
  • [10] Application of Big Data in Higher Education
    Meng, Liang-qiu
    Meng, Liang-qiu
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON TEACHING AND COMPUTATIONAL SCIENCE, 2014, : 215 - 216