Web usage mining project for improving Web-based learning sites

被引:0
|
作者
Zorrilla, ME
Menasalvas, E
Marín, D
Mora, E
Segovia, J
机构
[1] Univ Cantabria, Dept Appl Math & Comp Sci, E-39005 Santander, Spain
[2] Univ Politecn Madrid, Fac Informat, Dept Lenguajes & Sistemas Informat, Boadilla del Monte, Spain
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Despite the great success of data mining being applied for personalization in web environments, it has not yet been massively applied in the e-learning domains. In this paper, we outline a web usage mining project which has been initiated in University of Cantabria. The aim of this project is to develop tools which let us improve its Web-based learning environment in two main aspects: the first that the teacher obtains information which allows him to evaluate the learning process and the second that the student feels supported in this task.
引用
收藏
页码:205 / 210
页数:6
相关论文
共 50 条
  • [1] Web usage mining to evaluate the transfer of learning in a web-based learning environment
    Chanchary, Farah Habib
    Haque, Indrani
    Khalid, Md. Saifuddin
    [J]. FIRST INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2007, : 249 - 253
  • [2] Improving web sites with web usage mining, web content mining, and semantic analysis
    Norguet, JP
    Zimányi, E
    Steinberger, R
    [J]. SOFSEM 2006: THEORY AND PRACTICE OF COMPUTER SCIENCE, PROCEEDINGS, 2006, 3831 : 430 - 439
  • [3] Data Warehousing for Improving Web-based Learning Sites
    Araque, F.
    Salguero, A.
    Martinez, L.
    Navarro, E.
    Calero, M.
    [J]. INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2007, 2 (04): : 42 - 47
  • [4] Adaptive Web sites by Web usage mining
    Fu, YJ
    Creado, M
    Shih, MY
    [J]. IC'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTERNET COMPUTING, VOLS I AND II, 2001, : 28 - 34
  • [5] Improving the effectiveness of a web site with web usage mining
    Spiliopoulou, M
    Pohle, C
    Faulstich, LC
    [J]. WEB USAGE ANALYSIS AND USER PROFILING, 2000, 1836 : 142 - 162
  • [6] A Web-based learning project: Learning to be a writer
    Chou, CH
    [J]. INTERNATIONAL CONFERENCE ON EDUCATION AND INFORMATION SYSTEMS: TECHNOLOGIES AND APPLICATIONS, PROCEEDINGS, 2003, : 360 - 365
  • [7] IMPROVING THE INTERESTINGNESS OF WEB USAGE MINING
    杨怡玲
    管旭东
    尤晋元
    [J]. Journal of Shanghai Jiaotong University(Science), 2002, (01) : 15 - 22
  • [8] Mining formative evaluation rules using web-based learning portfolios for web-based learning systems
    Chen, Chih-Ming
    Hong, Chin-Ming
    Chen, Shyuan-Yi
    Liu, Chao-Yu
    [J]. EDUCATIONAL TECHNOLOGY & SOCIETY, 2006, 9 (03): : 69 - 87
  • [9] Knowledge Mining in Web-based Learning Environments
    Kerdprasop, Nittaya
    Kerdprasop, Kittisak
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 29, 2008, 29 : 246 - 250
  • [10] A web-based SQL learning system using web mining techniques
    Tsai, CF
    [J]. PROCEEDINGS OF THE 6TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2002, : 349 - 353