Learning through data mining

被引:4
|
作者
Zalik, KR [1 ]
机构
[1] Univ Maribor, Dept Math & Comp Sci, Maribor, Slovenia
关键词
data mining; unsupervised learning;
D O I
10.1002/cae.20030
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Data mining has become extremely popular in practice. Its use in the classroom can be very helpful for exploring real datasets using data mining tools. The use of data mining adds more analytical opportunities for students studying different engineering disciplines. Data mining is a data-driven approach to data analysis. Data mining technology can be used for education purposes in order to understand and gain some knowledge which people working in the held gain from practical experience. A couple of exercises were undertaken using data mining techniques, to discover any possible necessity for GSM interface at stationary telephone stations and to discover the usual patterns of navigation through the web pages of the tested portal and to obtain guidelines for rebuilding for easy and fast information accessibility. (c) 2005 Wiley Periodicals, Inc.
引用
收藏
页码:60 / 65
页数:6
相关论文
共 50 条
  • [31] Customer valuation through data mining
    Nogueira, CF
    Ebecken, NFF
    DATA MINING V: DATA MINING, TEXT MINING AND THEIR BUSINESS APPLICATIONS, 2004, 10 : 333 - 342
  • [32] Path prediction through data mining
    Anagnostopoulos, Theodoros
    Anagnostopoulos, Christos B.
    Hadjiefthymiades, Stathes
    Kalousis, Alexandros
    Kyriakakos, Miltos
    2007 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE SERVICES, 2007, : 128 - +
  • [33] Enriching Textbooks Through Data Mining
    Agrawal, Rakesh
    Gollapudi, Sreenivas
    Kenthapadi, Krishnaram
    Srivastava, Nitish
    Velu, Raja
    PROCEEDINGS OF THE FIRST ACM SYMPOSIUM ON COMPUTING FOR DEVELOPMENT (ACM DEV 2010), 2010,
  • [34] Enriching Education through Data Mining
    Agrawal, Rakesh
    Gollapudi, Sreenivas
    Kannan, Anitha
    Kenthapadi, Krishnaram
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, 2011, 6744 : 1 - 2
  • [35] Mathematical methods for learning and data mining
    Felici, Giovanni
    Vercellis, Carlo
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2007, 38 (02) : 191 - 193
  • [36] Forecasting, Data Mining and Machine Learning
    OPERATIONS RESEARCH PROCEEDINGS 2010, 2011, : 1 - 1
  • [37] E-Learning Data Mining
    Wang, Yanqing
    E-LEARNING, E-EDUCATION, AND ONLINE TRAINING (ELEOT 2018), 2018, 243 : 250 - 256
  • [38] THE PERVASIVENESS OF DATA MINING AND MACHINE LEARNING
    Ramakrishnan, Naren
    COMPUTER, 2009, 42 (08) : 28 - 29
  • [39] Data mining in foreign language learning
    Bravo-Agapito, Javier
    Frances Bonilla, Claire
    Seoane, Isaac
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2020, 10 (01)
  • [40] Linkage Discovery Through Data Mining
    Ting, Chuan-Kang
    Zeng, Wei-Ming
    Lin, Tzu-Chieh
    IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2010, 5 (01) : 10 - 13