ROLE OF DATA MININING IN WEB INTELLIGENCE: A REVIEW

Authors

  • Sohrab Ansari AL-FALAH UNIVERSITY Al-Falah School of Engineering & Technology
  • Humera Zabin AL-FALAH UNIVERSITY Al-Falah School of Engineering & Technology
  • Mohd Iqbal Mir AL-FALAH UNIVERSITY Al-Falah School of Engineering & Technology

Keywords:

management, knowledge, databases, visualization, algorithm

Abstract

The process of knowledge discovery in databases, often also called data mining, is first important step in knowledge management technology. End users of these tools & systems are at all levels of management operative workers & managers. And these are their demands on processing & analysis of data & information that affect development of these tools. Big data is a term for data sets that are so large or complex that traditional data processing applications are inadequate. The challenges consist of analysis, data curing, capture, search, storage, sharing, transfer, visualization, and querying and information privacy. Soft computing is use of inexact solutions to computationally hard tasks such as solution of NP-complete problems, for which there is no known algorithm that could compute an exact solution in polynomial time.

References

J. Liu, S. Zhang, Y. Ye, Agent-based characterization of web regularities, in N. Zhong, et al. (eds.), Web Intelligence, NewYork: Springer, 2003, pp. 19–36.

J. Liu, N. Zhong, Y. Y. Yao, Z. W. Ras, wisdom web: new challenges for web intelligence (WI), J. Intell. Inform. Sys.,20(1): 5–9, 2003.

Congiusta, A. Pugliese, D. Talia, & P. Trunfio, Designing GridServices for distributed knowledge discovery, Web Intell. Agent Sys, 1(2): 91–104, 2003.

J. A. Hendler & E. A. Feigenbaum, Knowledge is power: semantic web vision, in N. Zhong, et al. (eds.), Web Intelligence: Research & Development, LNAI 2198, Springer, 2001, 18–29.

N. Zhong & J. Liu (eds.), Intelligent Technologies for Information Analysis, New York: Springer, 2004.

Bouckaert, Remco R.; Frank, Eibe; Hall, Mark A.; Holmes, Geoffrey; Pfahringer, Bernhard; Reutemann, Peter; Witten, Ian H. (2010). "WEKA Experiences with a Java open-source project".

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Published

30-06-2017

How to Cite

Sohrab Ansari, Humera Zabin, & Mohd Iqbal Mir. (2017). ROLE OF DATA MININING IN WEB INTELLIGENCE: A REVIEW. International Journal for Research Publication and Seminar, 8(6). Retrieved from https://jrps.shodhsagar.com/index.php/j/article/view/1150

Issue

Section

Original Research Article