Design and Implementation of an E-learning Model Based on WUM Techniques

被引：3
|
作者：
Sun, Xue [1 ]
Zhao, Wei [2 ]
机构：
[1] Beijing Union Univ, Sch Automat, Beijing, Peoples R China
[2] Beijing Univ Aeronaut & Astronaut, Coll Software, Beijing, Peoples R China
来源：
IEEE: 2009 INTERNATIONAL CONFERENCE ON E-LEARNING, E-BUSINESS, ENTERPRISE INFORMATION SYSTEMS AND E-GOVERNMENT | 2009年
关键词：
E-learning; WUM; learners;
D O I：
10.1109/EEEE.2009.88
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
E-learning online system which is well-known as its convenient, flexible mode and cheap investment is becoming a new way for people to receive education. How can build an intelligent and personalized learning platform for learners is required today. Web Usage Mining (WUM) by analyzing the potential rules hidden in web logs can help personalize the delivery of web content and improve web design, customer satisfaction and user navigation through pre-fetching and caching. WUM as one of the hottest techniques in Web Data Mining can provide an intelligent and individual platform for learners. This paper introduces how to use WUM techniques in e-learning At designs and implements an e-learning model based on WUM techniques in detail. Implementing the model can build a more intelligent and individual learning system and promote the interests of learners.
引用
收藏
页码：248 / +
页数：2
相关论文
共 50 条
  • [1] Design of Organization Readiness Model for E-learning Implementation
    Arman, Arry Akhmad
    Wiyono, Cindy M. N. S.
    [J]. 2015 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI), 2015,
  • [2] Design and implementation of an IoT-based e-learning testbed
    Oda, Tetsuya
    Matsuo, Keita
    Barolli, Leonard
    Yamada, Masafumi
    Liu, Yi
    [J]. INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES, 2017, 13 (02) : 228 - 241
  • [3] DESIGN AND IMPLEMENTATION OF PERSONALIZED E-LEARNING SYSTEM
    Zhang, Jin
    Yang, Nanyue
    Gao, Alin
    [J]. INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE & TECHNOLOGY, PROCEEDINGS, 2009, : 67 - 69
  • [4] DESIGN, DEVELOPMENT & IMPLEMENTATION OF E-LEARNING TOOLS
    Bagale, G. S.
    Sawankumar, Naik
    Deshmukh, A. J.
    Patil, R. Y.
    [J]. INNOVATIONS AND ADVANCES IN COMPUTER SCIENCES AND ENGINEERING, 2010, : 43 - 48
  • [5] Design and Implementation of Web-services based E-Learning System
    Zhu Zhen
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL III, 2009, : 233 - 237
  • [6] Analysis of e-learning implementation readiness based on integrated elr model
    Adiyarta, K.
    Napitupulu, D.
    Rahim, R.
    Abdullah, D.
    Setiawan, M. I.
    [J]. INTERNATIONAL CONFERENCE ON MECHANICAL, ELECTRONICS, COMPUTER, AND INDUSTRIAL TECHNOLOGY, 2018, 1007
  • [7] DEVELOPMENT OF AHP BASED MODEL FOR DECISION MAKING ON E-LEARNING IMPLEMENTATION
    Begicevic, Nina
    Divjak, Blazenka
    Hunjak, Tihomir
    [J]. JOURNAL OF INFORMATION AND ORGANIZATIONAL SCIENCES, 2007, 31 (01) : 13 - 24
  • [8] Design and implementation of LMS for sharing learning resources in e-learning
    Lee, Dae Hyun
    Kim, Yong
    [J]. Lecture Notes in Electrical Engineering, 2015, 373 : 367 - 373
  • [9] The Design of E-Learning Service Model Based on SIP Protocol
    Chen, Yiming
    Tang, Yuliang
    [J]. 2014 PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2014), 2014, : 453 - 456
  • [10] Design and implementation of simple interactive e-learning system
    Stepanek, Jiri
    Simkova, Monika
    [J]. 2ND WORLD CONFERENCE ON EDUCATIONAL TECHNOLOGY RESEARCH, 2013, 83 : 413 - 416
12345