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] Simple, Mobile-based Artificial Intelligence Algorithm in the detection of Diabetic Retinopathy (SMART) study
    Sosale, Bhavana
    Aravind, Sosale Ramachandra
    Murthy, Hemanth
    Narayana, Srikanth
    Sharma, Usha
    Gowda, Sahana G., V
    Naveenam, Muralidhar
    BMJ OPEN DIABETES RESEARCH & CARE, 2020, 8 (01)
12345