Predicting student dropouts with machine learning: An empirical study in Finnish higher education

被引：0
|
作者：
Vaarma, Matti [1 ]
Li, Hongxiu [2 ]
机构：
[1] Department of Information and Knowledge Management, Faculty of Management and Business, Tampere University, Finland
[2] Department of Information and Knowledge Management, Faculty of Management and Business, Tampere University, Finland
来源：
Technology in Society | 2024年 / 76卷
关键词：
Degree program - Demographic data - Empirical studies - Finnish - High educations - Learning management system - Machine learning models - Machine-learning - Prediction performance - Student dropout prediction;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
60
引用
收藏
相关论文
共 50 条
  • [41] Teaching through Learning Analytics: Predicting Student Learning Profiles in a Physics Course at a Higher Education Institution
    Rincon-Flores, Elvira G.
    Lopez-Camacho, Eunice
    Mena, Juanjo
    Olmos, Omar
    INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2022, 7 (07): : 82 - 89
  • [42] Improving Student Retention in Institutions of Higher Education through Machine Learning: A Sustainable Approach
    Villegas-Ch, William
    Govea, Jaime
    Revelo-Tapia, Solange
    SUSTAINABILITY, 2023, 15 (19)
  • [43] ISSUES IN PREDICTING BLACK STUDENT SUCCESS IN HIGHER EDUCATION
    SEDLACEK, WE
    JOURNAL OF NEGRO EDUCATION, 1974, 43 (04): : 512 - 516
  • [44] Predicting student retention in higher education institutions (HEIs)
    Addison, Letetia
    Williams, Densil
    HIGHER EDUCATION SKILLS AND WORK-BASED LEARNING, 2023, 13 (05) : 865 - 885
  • [45] Does the law matter? An empirical study on the accessibility of Finnish higher education institutions’ web pages
    Merja Laamanen
    Tarja Ladonlahti
    Hannu Puupponen
    Tommi Kärkkäinen
    Universal Access in the Information Society, 2024, 23 : 475 - 491
  • [46] Does the law matter? An empirical study on the accessibility of Finnish higher education institutions' web pages
    Laamanen, Merja
    Ladonlahti, Tarja
    Puupponen, Hannu
    Karkkainen, Tommi
    UNIVERSAL ACCESS IN THE INFORMATION SOCIETY, 2024, 23 (01) : 475 - 491
  • [47] Student views on the use of flipped learning in higher education: A pilot study
    Gunduz, Abdullah Yasin
    Akkoyunlu, Buket
    EDUCATION AND INFORMATION TECHNOLOGIES, 2019, 24 (04) : 2391 - 2401
  • [48] Student views on the use of flipped learning in higher education: A pilot study
    Abdullah Yasin Gündüz
    Buket Akkoyunlu
    Education and Information Technologies, 2019, 24 : 2391 - 2401
  • [49] Feature optimization and machine learning for predicting students' academic performance in higher education institutions
    Perkash, Aom
    Shaheen, Qaisar
    Saleem, Robina
    Rustam, Furqan
    Villar, Monica Gracia
    Alvarado, Eduardo Silva
    Diez, Isabel de la Torre
    Ashraf, Imran
    EDUCATION AND INFORMATION TECHNOLOGIES, 2024, 29 (16) : 21169 - 21193
  • [50] Engines without fuel? - Empirical findings on Finnish higher education institutions as education exporters
    Schatz, Monika
    POLICY FUTURES IN EDUCATION, 2016, 14 (03): : 392 - 408
12345