• DocumentCode
    2804347
  • Title

    A conceptual overview of data mining

  • Author

    Lakshmi, B.N. ; Raghunandhan, G.H.

  • Author_Institution
    Dept. of Comput. Sci. Eng., Reva Inst. of Technol. & Manage., Bangalore, India
  • fYear
    2011
  • fDate
    17-18 Feb. 2011
  • Firstpage
    27
  • Lastpage
    32
  • Abstract
    Data mining an non-trivial extraction of novel, implicit, and actionable knowledge from large data sets is an evolving technology which is a direct result of the increasing use of computer databases in order to store and retrieve information effectively. It is also known as Knowledge Discovery in Databases (KDD) and enables data exploration, data analysis, and data visualization of huge databases at a high level of abstraction, without a specific hypothesis in mind. The working of data mining is understood by using a method called modeling with it to make predictions. Data mining techniques are results of long process of research and product development and include artificial neural networks, decision trees and genetic algorithms. This paper surveys the data mining technology, its definition, motivation, its process and architecture, kind of data mined, functionalities and classification of data mining, major issues, applications and directions for further research of data mining technology.
  • Keywords
    data analysis; data mining; data visualisation; information retrieval; very large databases; abstraction; artificial neural networks; computer databases; data analysis; data exploration; data mining; data visualization; decision trees; genetic algorithms; information retrieval; knowledge discovery in databases; large data sets; nontrivial extraction; product development; Business; Classification algorithms; Data mining; Data warehouses; Spatial databases; Web sites; KDD; data mining; further research; modeling; recent techniques;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovations in Emerging Technology (NCOIET), 2011 National Conference on
  • Conference_Location
    Erode, Tamilnadu
  • Print_ISBN
    978-1-61284-807-5
  • Type

    conf

  • DOI
    10.1109/NCOIET.2011.5738828
  • Filename
    5738828