Intelligent E-Learning and Digital Library System Based on Big Data Analysis

被引:1
|
作者
Zhang, Jing [1 ]
机构
[1] Northwest Univ, Modern Coll, Dept Basic Courses, Xian 710130, Peoples R China
关键词
AI; e-learning; digital library; intelligent analysis and recommendations;
D O I
10.1145/3629296.3629305
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the continuous development and application of AI and big data, the use of electronic and digital technologies has flourished in the field of education. Leveraging its advantages of unlimited access and easy availability, these technologies have successfully migrated many complex offline scenarios to online platforms. This has resulted in more learning that is efficient, improved timeliness, and better utilization of time, thereby indirectly ensuring effective learning outcomes. This system is based on fundamental e-learning and digital technologies, utilizing an intelligent cloud-based data center for automated data analysis and recommendations. It aims to provide personalized and targeted learning services to individual students, fundamentally ensuring the ultimate effectiveness of learning.
引用
收藏
页码:53 / 58
页数:6
相关论文
共 50 条
  • [41] An intelligent multimedia e-learning system for pronunciations
    Huang, Wen-Chen
    Chang-Chien, Tsai-Lu
    Lin, Hsiu-Pi
    [J]. NEW TRENDS IN APPLIED ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2007, 4570 : 84 - +
  • [42] Prototype implementation of an intelligent e-learning system
    Cristea, PD
    Tuduce, R
    Savescu, IA
    Gorgorin, CA
    Tomozei, DC
    Gradinescu, VR
    Rangu, CM
    [J]. Proceedings of the IASTED International Conference on Web-Based Education, 2004, : 441 - 446
  • [43] Ontological Library Generator for Hypermedia-Based E-Learning System
    Zaharescu, Eugen
    Zaharescu, Georgeta-Atena
    [J]. PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON VIRTUAL LEARNING, ICVL 2010, 2010, : 282 - 289
  • [44] Implementing Machine Learning on a big Data Engine for e-Learning
    Farokhmehr, Maryam
    Fatemi, Seyed Omid
    [J]. PROCEEDINGS OF THE 15TH EUROPEAN CONFERENCE ON E-LEARNING (ECEL 2016), 2016, : 188 - 193
  • [45] The analysis of aerobics intelligent fitness system for neurorobotics based on big data and machine learning
    Liu, Yuanxin
    Cao, Shufang
    [J]. HELIYON, 2024, 10 (12)
  • [46] A Brief Construction on Innovative e-Learning System Based on Intelligent Materials
    Peng, Kang-Lin
    Lin, Ming-Chu
    Peng, Kang-Hsun
    [J]. ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 2, 2011, 105 : 89 - +
  • [47] The Intelligent E-learning Resources Retrieval System Based on Knowledge Frame
    Li, Xia
    Wu, Bei
    [J]. 2015 International Conference on Software Engineering and Information System (SEIS 2015), 2015, : 361 - 366
  • [48] An E-learning System Architecture Based on Web Services and Intelligent Agents
    Wei, Xu
    Yan, Jun
    [J]. HIS 2009: 2009 NINTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, VOL 2, PROCEEDINGS, 2009, : 173 - +
  • [49] Big Log Analysis for e-Learning Ecosystem
    Zheng, Qinghua
    He, Huan
    Ma, Tian
    Xue, Ni
    Li, Bing
    Dong, Bo
    [J]. 2014 IEEE 11TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE), 2014, : 258 - 263
  • [50] An Emotional Intelligent E-learning System Based on Mobile Agent Technology
    Wang, Zhiliang
    Qiao, Xiangjie
    Xie, Yinggang
    [J]. 2009 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND TECHNOLOGY, VOL I, PROCEEDINGS, 2009, : 51 - 54