Predicting University Student Graduation Using Academic Performance and Machine Learning: A Systematic Literature Review

被引:0
|
作者
Pelima, Lidya R. [1 ]
Sukmana, Yuda [1 ]
Rosmansyah, Yusep [1 ]
机构
[1] Bandung Institute of Technology, School of Electrical Engineering and Informatics, Bandung,40132, Indonesia
来源
IEEE Access | 1600年 / 23451-23465期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Predicting University Student Graduation Using Academic Performance and Machine Learning: A Systematic Literature Review
    Pelima, Lidya R.
    Sukmana, Yuda
    Rosmansyah, Yusep
    [J]. IEEE ACCESS, 2024, 12 : 23451 - 23465
  • [2] Predicting Student Academic Performance Using Machine Learning
    Ojajuni, Opeyemi
    Ayeni, Foluso
    Akodu, Olagunju
    Ekanoye, Femi
    Adewole, Samson
    Ayo, Timothy
    Misra, Sanjay
    Mbarika, Victor
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT IX, 2021, 12957 : 481 - 491
  • [3] A Systematic Literature Review of Student' Performance Prediction Using Machine Learning Techniques
    Albreiki, Balqis
    Zaki, Nazar
    Alashwal, Hany
    [J]. EDUCATION SCIENCES, 2021, 11 (09):
  • [4] Predicting Academic Performance: A Systematic Literature Review
    Hellas, Arto
    Ihantola, Petri
    Petersen, Andrew
    Ajanovski, Vangel V.
    Gutica, Mirela
    Hynninen, Timo
    Knutas, Antti
    Leinonen, Juho
    Messom, Chris
    Liao, Soohyun Nam
    [J]. ITICSE 2018 COMPANION: PROCEEDINGS COMPANION OF THE 23RD ANNUAL ACM CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, 2018, : 175 - 199
  • [5] Predicting Student Performance Using Data Mining and Learning Analytics Techniques: A Systematic Literature Review
    Namoun, Abdallah
    Alshanqiti, Abdullah
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (01): : 1 - 28
  • [6] A systematic review of the literature on student work and academic performance
    Visnjic, Sonja Nidogon
    Anicic, Katarina Pazur
    Divjak, Blazenka
    [J]. INDUSTRY AND HIGHER EDUCATION, 2024, 38 (05) : 473 - 484
  • [7] Machine Learning Algorithm to Predict Student's Performance: A Systematic Literature Review
    Sandra, Lidia
    Lumbangaol, Ford
    Matsuo, Tokuro
    [J]. TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2021, 10 (04): : 1919 - 1927
  • [8] Contributions of Machine Learning Models towards Student Academic Performance Prediction: A Systematic Review
    Balaji, Prasanalakshmi
    Alelyani, Salem
    Qahmash, Ayman
    Mohana, Mohamed
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (21):
  • [9] Predicting Academic Performance of University Students Using Machine Learning: A Case Study in the UK
    Soyoye, Titilayo Olabisi
    Chen, Tianhua
    Hill, Richard
    Mccabe, Keith
    [J]. 2023 IEEE INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WI-IAT, 2023, : 431 - 434
  • [10] Predicting Student Academic Performance at Higher Education Using Data Mining: A Systematic Review
    Alwarthan, Sarah A.
    Aslam, Nida
    Khan, Irfan Ullah
    [J]. APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING, 2022, 2022