Data mining : As an imperative tool for discovering knowledge

被引:0
|
作者
Pahania, Anoop K. [1 ]
Bhawsar, Yachana [1 ]
Singh, Divakar [1 ]
机构
[1] BU, UIT, Bhopal, India
关键词
data mining; KDD;
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
Data mining and knowledge discovery in databases have been attracting a foremost amount of research, industry, and media attention of late. What is all the excitement about? This paper provides an overview of this emerging field, clarifying how data mining and knowledge discovery in data-bases are related both to each other. The paper mentions particular realworld applications, specific data mining techniques, challenges involved in real world app-lications of knowledge discovery, and current and future research directions in the field.
引用
收藏
页码:376 / +
页数:2
相关论文
共 50 条
  • [1] Discovering new knowledge with advanced data mining tool
    Kocbek, Simon
    Kosec, Primoz
    Kokol, Peter
    Lenic, Mitja
    Debevc, Matjaz
    [J]. 7TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, PROCEEDINGS, 2007, : 408 - +
  • [2] Discovering knowledge in data, an introduction to data mining.
    Wedding, DK
    [J]. INFORMATION PROCESSING & MANAGEMENT, 2005, 41 (05) : 1307 - 1309
  • [3] Discovering case knowledge using Data Mining
    Anand, SS
    Patterson, D
    Hughes, JG
    Bell, DA
    [J]. RESEARCH AND DEVELOPMENT IN KNOWLEDGE DISCOVERY AND DATA MINING, 1998, 1394 : 25 - 35
  • [4] Mining the Web: Discovering knowledge from hypertext data
    Jansen, BJ
    [J]. INFORMATION PROCESSING & MANAGEMENT, 2006, 42 (01) : 317 - 318
  • [5] Mining the Web: Discovering knowledge from hypertext data
    Srisa-ard, S
    [J]. ONLINE INFORMATION REVIEW, 2003, 27 (04) : 291 - 291
  • [6] Combined Mining: Discovering Informative Knowledge in Complex Data
    Cao, Longbing
    Zhang, Huaifeng
    Zhao, Yanchang
    Luo, Dan
    Zhang, Chengqi
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 41 (03): : 699 - 712
  • [7] Mining the Web: Discovering knowledge from hypertext data
    Krishnamurthy, S
    [J]. JOURNAL OF MARKETING RESEARCH, 2005, 42 (03) : 380 - 382
  • [8] Mining the Web: Discovering knowledge from hypertext data.
    Chen, CM
    [J]. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2004, 55 (03): : 275 - 276
  • [9] DATA-BASE MINING - DISCOVERING NEW KNOWLEDGE AND COMPETITIVE ADVANTAGE
    GRUPE, FH
    OWRANG, MM
    [J]. INFORMATION SYSTEMS MANAGEMENT, 1995, 12 (04) : 26 - 31
  • [10] An Approach of Discovering Causal Knowledge for Alert Correlating Based on Data Mining
    Feng Xuewei
    Wang Dongxia
    Huang Minhuan
    Sun Xiaoxia
    [J]. 2014 IEEE 12TH INTERNATIONAL CONFERENCE ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING (DASC)/2014 IEEE 12TH INTERNATIONAL CONFERENCE ON EMBEDDED COMPUTING (EMBEDDEDCOM)/2014 IEEE 12TH INTERNATIONAL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING (PICOM), 2014, : 57 - 62