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
来源：
PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY AND COMPUTERS, ICETC 2023 | 2023年
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
  • [21] Intelligent Agent-Based e-Learning System for Adaptive Learning
    Lai, Hokyin
    Wang, Minhong
    Wang, Huaiqing
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 2011, 7 (03) : 1 - 13
  • [22] 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,
  • [23] Design of a Personalized Learning System Based on Intelligent Agent for E-learning
    Li, Wen
    Li, Xin
    [J]. HIS 2009: 2009 NINTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, VOL 3, PROCEEDINGS, 2009, : 187 - 190
  • [24] Course genres classification of music e-learning platform based on deep learning big data intelligent processing algorithm
    Liuwanyue, Shi
    [J]. ENTERTAINMENT COMPUTING, 2024, 50
  • [25] Big Data and Learning Analytics: A Big Potential to Improve e-Learning
    Adam, Khalid
    Abu Bakar, Noor Akma
    Fakhreldin, Mohammed Adam Ibrahim
    Majid, Mazlina Abdul
    [J]. ADVANCED SCIENCE LETTERS, 2018, 24 (10) : 7838 - 7843
  • [26] Optimizing Quality of a System Based on Intelligent Agents for E-Learning
    Soava, Georgeta
    Sitnikov, Catalina
    Danciulescu, Daniela
    [J]. 21ST INTERNATIONAL ECONOMIC CONFERENCE OF SIBIU 2014, IECS 2014 PROSPECTS OF ECONOMIC RECOVERY IN A VOLATILE INTERNATIONAL CONTEXT: MAJOR OBSTACLES, INITIATIVES AND PROJECTS, 2014, 16 : 47 - 55
  • [27] An Auto-Recommender Based Intelligent E-Learning System
    Gomah, Abdallah
    Rahman, Samir Abdel
    Badr, Amr
    Farag, Ibrahim
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2011, 11 (01): : 67 - 76
  • [28] Intelligent agent based architectures for E-Learning system: Survey
    Arif, Muhammad
    Hussain, Mehdi
    [J]. International Journal of Future Generation Communication and Networking, 2015, 8 (06): : 9 - 24
  • [29] Intelligent agent based architectures for E-learning system: Survey
    Arif, Muhammad
    Hussain, Mehdi
    [J]. International Journal of u- and e- Service, Science and Technology, 2015, 8 (06) : 9 - 24
  • [30] IoT and Big Data Analytics in E-Learning
    Popchev, Ivan
    Orozova, Daniela
    Stoyanov, Stanimir
    [J]. 2019 BIG DATA, KNOWLEDGE AND CONTROL SYSTEMS ENGINEERING (BDKCSE), 2019,
12345