Deep learning for a smart e-learning system

被引:8
|
作者
Chanaa, Abdessamad [1 ]
El Faddouli, Nour-eddine [1 ]
机构
[1] Mohammed V Univ UM5, Mohammadia Sch Engn EMI, E3S Res Ctr, Rabat, Morocco
关键词
E-learning; deep learning; neural network; personalized learning;
D O I
10.1145/3289100.3289132
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
E-learning is the process of learning, educating, or training using web-based technologies. With the extensive use of such means, a tremendous amount of data are generated. The traditional methods of manual features engineering to collect, manage and process those data are very limited and time-consuming. Deep learning is one of the modern approaches that could automate this process in order to achieve effective smart e-learning. In this paper, we aim to introduce our personalized e-learning model that associate deep learning with process mining, in order to provide the learners with learning resources that fit their individual preferences, after giving an overview of both e-learning as an online educational system, and deep learning as a broader family of artificial intelligence.
引用
收藏
页码:197 / 202
页数:6
相关论文
共 50 条
  • [1] Deep learning for a smart e-learning system
    Chanaa, Abdessamad
    El Faddouli, Nour-eddine
    [J]. 2018 4TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGIES AND APPLICATIONS (CLOUDTECH), 2018,
  • [2] Smart e-learning using recommender system
    Soonthornphisaj, Nuanwan
    Rojsattarat, Ekkawut
    Yim-ngam, Sukanya
    [J]. COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS, 2006, 4114 : 518 - 523
  • [3] Smart Tools for Cloud E-learning System
    Maraoui, Mohsen
    Nasfi, Ons
    [J]. 2017 INTERNATIONAL CONFERENCE ON ENGINEERING AND TECHNOLOGY (ICET), 2017,
  • [4] Toward A Smart E-learning System (A State of The Art)
    Enneb-Benkhaled, Fatma
    Maraoui, Mohsen
    [J]. 2017 INTERNATIONAL CONFERENCE ON ENGINEERING & MIS (ICEMIS), 2017,
  • [5] Deep E-Learning RecommendNet: An Acute E-Learning Recommendation System with Meta-Heuristic-Based Hybrid Deep Learning Architecture
    Kulkarni, Pradnya Vaibhav
    Sachdeo, Rajneeshkaur
    Rai, Sunil
    Kale, Rohini
    [J]. CYBERNETICS AND SYSTEMS, 2022,
  • [6] Intelligent Adapted e-Learning System based on Deep Reinforcement Learning
    El Fouki, Mohammed
    Aknin, Noura
    El Kadiri, K. Ed
    [J]. ICCWCS'17: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTING AND WIRELESS COMMUNICATION SYSTEMS, 2017,
  • [7] Making a Video Smart for Smart E-Learning
    Huh, Seyoung
    Park, Yoomi
    Jang, Jonghyun
    Choi, Wan
    [J]. 2015 INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC), 2015, : 858 - 863
  • [8] Smart Platform for e-Learning Circumstances
    Burdescu, Dumitru Dan
    [J]. SMART EDUCATION AND E-LEARNING 2018, 2019, 99 : 276 - 285
  • [9] SMART TAHFIZ: AN INNOVATION IN E-LEARNING
    Ibrahim, Mohamed Akhiruddin
    [J]. 14TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED2020), 2020, : 1470 - 1475
  • [10] Smart e-Learning: A greater perspective; from the fourth to the fifth generation e-learning
    Gamalel-Din, Shehab A.
    [J]. EGYPTIAN INFORMATICS JOURNAL, 2010, 11 (01) : 39 - 48