IJIRST (International Journal for Innovative Research in Science & Technology)ISSN (online) : 2349-6010

 International Journal for Innovative Research in Science & Technology

Role and Importance of Association Mining for Preserving Data


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International Journal for Innovative Research in Science & Technology
Volume 1 Issue - 7
Year of Publication : 2014
Authors : Mr. Mayank Chavda ; Dr. Mijalkumar Mistry

BibTeX:

@article{IJIRSTV1I7008,
     title={Role and Importance of Association Mining for Preserving Data},
     author={Mr. Mayank Chavda and Dr. Mijalkumar Mistry},
     journal={International Journal for Innovative Research in Science & Technology},
     volume={1},
     number={7},
     pages={1--3},
     year={},
     url={http://www.ijirst.org/articles/IJIRSTV1I7008.pdf},
     publisher={IJIRST (International Journal for Innovative Research in Science & Technology)},
}



Abstract:

In Universe data is in form of basic raw material, which is used to develop any system. One has to gather and process the data for getting the information. In today's scenario one of the most existing problems in Data Mining is the process of discovering frequent data and consequently Association Rules. Data can be in form of text, audio, image files, and video. Discovering hidden dataitems(patterns) from complex and big data plays an important role in Marketing,Business,Medical Analysis, and other domain areas where these patterns are useful for strategic decision making. The concept of privacy preserving data mining has recently been proposed in response to the concerns of preserving privacy information from data mining algorithms. Proposed review paper described two types of method in which the first type of privacy, called output privacy, inwhich data is altered so that the mining result will preserve certain privacy. The second type of privacy called input privacy, inwhich the data is manipulated.


Keywords:

Data Mining, Security, Algorithms, Privacy Preservation, Association Mining


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