The Feasibility of Practical Vocational Education in Higher Education Institutions

被引:0
|
作者
Kang D. [1 ]
Zhang B. [1 ]
机构
[1] Shijiazhuang University of Applied Technology, Shijiazhuang
关键词
Back Propagation Neural Network (BPNN); feasibility analysis; higher education; Partial Least Squares (PLS) regression; practical vocational education;
D O I
10.3991/ijet.v17i14.32811
中图分类号
学科分类号
摘要
Practical vocational education needs to lay stress on the integration of theoretical knowledge of common courses such as PE and other cultural courses with the professional knowledge of various high vocational courses. However, existing studies on practical vocational education emphasize more on theoretical research, while the practical and empirical research is slightly insufficient. For this reason, this paper attempts to analyze the feasibility of practical vocational education in higher education institutions. At first, the paper analyzed the influencing factors of the effect of practical vocational education on vocational college students, and adopted Partial Least Squares (PLS) regression to explain the independent variable and 17 dependent variables of the said effect and the relationship between each evaluation index and the corresponding evaluation criterion. Then, to verify the feasibility of practical vocational education in regional higher education institutions, this paper employed an optimized Back Propagation Neural Network (BPNN) to predict the effect of practical vocational education on vocational college students. At last, the experimental results proved the effectiveness of the constructed model and gave the conclusion of feasibility analysis. © 2022. All Rights Reserved.
引用
收藏
页码:94 / 108
页数:14
相关论文
共 50 条
  • [41] AIOps in Higher Education Institutions
    Sakasa, Thabo
    Mawela, Tendani
    INFORMATION SYSTEMS, EMCIS 2022, 2023, 464 : 77 - 90
  • [42] Evaluation of higher education institutions
    不详
    CONFINS-REVUE FRANCO-BRESILIENNE DE GEOGRAPHIE-REVISTA FRANCO-BRASILEIRA DE GEOGRAFIA, 2009, 6
  • [43] Research in higher education institutions
    Idid, Syed Arabi Bin Syed Abdullah
    HIGHER EDUCATION IN THE TWENTY-FIRST CENTURY: ISSUES AND CHALLENGES, 2008, : 23 - 23
  • [44] Benchmarking institutions of higher education
    Endut, WJW
    Abdullah, M
    Husain, N
    TOTAL QUALITY MANAGEMENT, 2000, 11 (4-6): : S796 - S799
  • [45] Research on the Construction of Practical Teaching System of Tourism Major in Higher Vocational Education
    Fan, Binbin
    EDUCATION INNOVATION AND PRACTICE (EIP 2016), VOL I, 2016, : 96 - 101
  • [46] Dilemma and New Ideas in Practical Teaching of Preschool Education in Higher Vocational Colleges
    Liu, Cuiping
    2019 INTERNATIONAL CONFERENCE ON EDUCATION & EDUCATIONAL RESEARCH (ICEER 2019), 2019, 111 : 122 - 126
  • [47] Research on the Construction of Practical Teaching System of Tourism Major in Higher Vocational Education
    Fan, Binbin
    2018 3RD INTERNATIONAL SOCIAL SCIENCES AND EDUCATION CONFERENCE (ISSEC 2018), 2018, : 480 - 483
  • [48] Accreditation in the institutions of higher education
    Mas Torello, Oscar
    REDU-REVISTA DE DOCENCIA UNIVERSITARIA, 2011, 9 (01): : 237 - 240
  • [49] Research on Chinese Higher Vocational Education of Practical Talents Based on Shenzhen Polytechnic
    Zhu Fanglai
    Zhang Qiang
    SOCIAL SCIENCES AND SOCIETY, 2013, 7 : 24 - 28
  • [50] Digitization of Higher Education Institutions
    Telukdarie, A.
    Munsamy, M.
    2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2019, : 716 - 721