A Recommendation System Based on Early Academic Performance Prediction and Student Classification: Utilizing Artificial Intelligence and Mobile-Based Application

被引：0
|
作者：
Bousalem, Zakaria [1 ]
Qazdar, Aimad [2 ]
Guabassi, Inssaf El [3 ]
Haj, Abdellatif [4 ]
机构：
[1] Polydisciplinary Faculty, Sultan Moulay Slimane University, Beni Mellal, Morocco
[2] ESTIDMA Laboratory, Ibn Zohr University, Agadir, Morocco
[3] LAROSERI Laboratory, Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco
[4] Faculty of Sciences and Technologies, Hassan 1st University, Settat, Morocco
来源：
International Journal of Interactive Mobile Technologies | 2024年 / 18卷 / 15期
关键词：
Adversarial machine learning - Federated learning - Prediction models - Self-supervised learning;
D O I：
10.3991/ijim.v18i15.47135
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：169 / 189
相关论文
共 50 条
  • [1] Feasibility study of launching mobile-based postgraduate research products based on artificial intelligence
    Zeng Jian
    Xu Silu
    Lu Xijing
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [2] Application of artificial intelligence based on sensor networks in student mental health support system and crisis prediction
    Tian, Zhou
    Yi, Deng
    Measurement: Sensors, 2024, 32
  • [3] Mobile-based recommendation system for the tour package using the hybrid method
    Wirawan I.M.A.
    Diarsa I.W.B.
    International Journal of Interactive Mobile Technologies, 2018, 12 (08) : 64 - 84
  • [4] A mobile application for early prediction of student performance using fuzzy logic and artificial neural networks
    Nosseir A.
    Fathy Y.M.
    International Journal of Interactive Mobile Technologies, 2020, 14 (02): : 4 - 18
  • [5] Mobile-Based Artificial Intelligence Significantly Improves Type 1 Diabetes Management
    Doupis, John
    Papandreopoulou, Vasiliki
    Glykofridi, Spyridoula
    Andrianesis, Vasileios
    DIABETES, 2018, 67
  • [6] Modelling, prediction and classification of student academic performance using artificial neural networks
    Lau, E. T.
    Sun, L.
    Yang, Q.
    SN APPLIED SCIENCES, 2019, 1 (09):
  • [7] Modelling, prediction and classification of student academic performance using artificial neural networks
    E. T. Lau
    L. Sun
    Q. Yang
    SN Applied Sciences, 2019, 1
  • [8] Research on prediction system for rockburst based on artificial intelligence application methods
    Peng, Qi
    Qian, Ai-Guo
    Xiao, Yu
    Sichuan Daxue Xuebao (Gongcheng Kexue Ban)/Journal of Sichuan University (Engineering Science Edition), 2010, 42 (04): : 18 - 24
  • [9] The Design and Application of Mobile-based Patent Search Service System
    Qi, Ming
    He, Xiaoming
    2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 2, PROCEEDINGS, 2009, : 425 - 428
  • [10] Mobile-based learning of drug prescription for medical education using artificial intelligence techniques
    Tao, Xiaohui
    Goh, Wee Pheng
    Zhang, Ji
    Yong, Jianming
    Goh, Elizabeth Zhixin
    Oh, Xueling
    INTERNATIONAL JOURNAL OF MOBILE LEARNING AND ORGANISATION, 2021, 15 (04) : 392 - 408
12345