Data Mining: Techniques, Applications and Issues

Rupali ., Gaurav Gupta

Abstract


Data and Information or Knowledge has a significant role on human activities. Data mining is the knowledge discovery process by analyzing the large volumes of data from various perspectives and summarizing it into useful information. In this paper we have focused a variety of techniques, approaches and different areas of the research which are helpful in data mining and its applications. As we are aware that many MNC’s and large organizations are operated in different places of the different countries and may generate large volumes of data. This type of huge amount of data is available in the form of tera- to peta-bytes. To analyze, manage and make a decision of such type of huge amount of data we need techniques called the data mining. This paper gives overview of the data mining and some of its applications and also focuses on scope of the data mining.

Keywords


Data Mining Techniques, Mining Applications and Issues.

References


Dunham, M. H., Sridhar S., “Data Mining: Introductory and Advanced Topics”, Pearson Education, New Delhi, ISBN: 81-7758-785-4, 1st Edition, 2006

Larose, D. T., “Discovering Knowledge in Data: An Introduction to Data Mining”, ISBN 0-471-66657-2, ohn Wiley & Sons, Inc, 2005.

Fayyad, U., Piatetsky-Shapiro, G., and Smyth P., “From Data Mining to Knowledge Discovery in Databases,” AI Magazine, American Association for Artificial Intelligence, 1996.

Chapman, P., Clinton, J., Kerber, R., Khabaza, T., Reinartz, T., Shearer, C. and Wirth, R... “CRISP-DM 1.0 : Step-by-step data mining guide, NCR Systems Engineering Copenhagen (USA and Denmark), DaimlerChrysler AG (Germany), SPSS Inc. (USA) and OHRA Verzekeringenen Bank Group B.V (The Netherlands), 2000”.

Shashi Shekhar, E- Book (7th chapter) at http://www.cs.umn.edu/research/shashi-group/Book

Mr. S. P. Deshpande1 and Dr. V. M. Thakare2, “Data Mining System And Applications: A Review”, IJDPS, Vol.1, No.1, September 2010, pp.36-41.

Neelamadhab Padhy, Dr. Pragnyaban Mishra , and Rasmita Panigrahi, “The Survey of Data Mining Applications And Feature Scope”, IJCSEIT, Vol.2, No.3, June2012,pp.48-53.

Data Mining Techniques available at “http://www.zentut.com/data-mining/data-mining-techniques/”

Data Mining Issues available at “http://www.seas.gwu.edu/~bell/csci243/lectures/introduction.pdf”


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