Evaluation of teaching effectiveness in higher education based on social networks

被引:0
|
作者
Li X. [1 ]
Yang Q. [2 ]
机构
[1] College of Fine Arts and Design, Hunan City University, Yiyang, Hunan
[2] College of Medical Technology, Luoyang Polytechnic, Luoyang
来源
Int. J. Networking Virtual Organ. | 2024年 / 1卷 / 1-14期
关键词
entropy matching degree; indicator system; social network; the effectiveness of higher education and teaching;
D O I
10.1504/IJNVO.2024.136771
中图分类号
学科分类号
摘要
The evaluation of educational and teaching effectiveness is beneficial for universities to understand the current teaching situation, formulate reasonable teaching strategies, and improve teaching quality. Therefore, a social network-based evaluation method for educational and teaching effectiveness in universities is proposed. First, we analyse the role of teaching effectiveness evaluation and design the principles for constructing a teaching effectiveness evaluation index system. Then, we calculate the entropy matching degree of evaluation indicators, set consistency criteria for evaluation indicators, and use SVM algorithm to classify evaluation indicators, constructing an evaluation indicator system. Finally, we construct a social network for teaching effectiveness evaluation, determine the subgroup cohesion of evaluation indicators, construct an education and teaching effectiveness evaluation function, and obtain the evaluation results. The experimental results show that the confidence level of the evaluation results of this method is high, and the matching error of the entropy value of the evaluation indicators is low. © 2024 Inderscience Enterprises Ltd.
引用
收藏
页码:1 / 14
页数:13
相关论文
共 50 条
  • [31] A language as social semiotic-based approach to teaching and learning in higher education
    Cao, Feng
    PEDAGOGIES, 2016, 11 (01): : 86 - 89
  • [32] Social Networks as Learning Environments for Higher Education
    Cortes, J. A.
    Lozano, J. O.
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2014, 2 (07): : 63 - 69
  • [33] Higher Education and the Promises and Perils of Social Networks
    George Siemens
    Martin Weller
    RUSC, Universities and Knowledge Society Journal, 2011, 8 (1): : 164 - 170
  • [34] CONSUMER SATISFACTION IN HIGHER-EDUCATION MEASURES OF TEACHING EFFECTIVENESS
    ATAC, OA
    DEVELOPMENTS IN MARKETING SCIENCE, VOL 12, 1989, : 581 - 582
  • [35] Online teaching effectiveness in higher education: Faculty perspectives in India
    Mishra, Lokanath
    Raina, Roshan Lal
    JOURNAL OF UNIVERSITY TEACHING AND LEARNING PRACTICE, 2021, 18 (08):
  • [36] Instructional Design and Teaching Effectiveness of SPOCs in Chinese Higher Education
    Lai, Ka-Hin
    Dong, Lili
    Rau, Pei-Luen Patrick
    CROSS-CULTURAL DESIGN, 2017, 10281 : 546 - 553
  • [38] Exploring student perceptions of teaching effectiveness factors in higher education
    Cudney, Elizabeth A.
    Beane, Robbie
    Furterer, Sandra
    Buffon, Cintia
    Mohandas, Lakshmy
    Mowrey, Corrine
    Elshennawy, Ahmad
    Appiah-Kubi, Philip
    TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE, 2025,
  • [39] Enhancing the effectiveness of digital transformation on teaching in higher education in Kuwait
    Alkandari, Fouad
    Alsaber, Ahmad
    Al-Kandari, Anwaar
    Alboloushi, Bedour
    AlMutairi, Shihanah
    FRONTIERS IN EDUCATION, 2024, 9
  • [40] Evaluation of competence-based teaching in higher education: From theory to practice
    Bergsmann, Evelyn
    Schultes, Marie-Therese
    Winter, Petra
    Schober, Barbara
    Spiel, Christiane
    EVALUATION AND PROGRAM PLANNING, 2015, 52 : 1 - 9