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A New Model for Profitable Pattern Mining


Affiliations
1 Department of Computer Science and Engineering, Madhav Institute of Technology & Science, Gwalior, India
 

Profitable pattern mining is a captivating research area that accentuates to adjudicate the business objectives. One of the most prominent and unaddressed business objectives regarding this discussion is Profit. The research problem as well as the prominent objective behind this research paper is to extract profitable rules accurately, efficiently as well as in optimized manner. To accomplish the above objective, incorporation of rough set theory followed by conventional association rule mining algorithm and genetic based optimization is used in optimized and efficient manner. The proposed model overcomes the major findings to make model more beneficial for any business organization in the current scenario.

Keywords

Association Rules, Data Mining, Genetic Algorithm, Market Basket Analysis, Profitable Pattern Mining (PPM), Rough Set Theory (RST).
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  • A New Model for Profitable Pattern Mining

Abstract Views: 196  |  PDF Views: 0

Authors

Jagrat Gupta
Department of Computer Science and Engineering, Madhav Institute of Technology & Science, Gwalior, India
Akhilesh Tiwari
Department of Computer Science and Engineering, Madhav Institute of Technology & Science, Gwalior, India

Abstract


Profitable pattern mining is a captivating research area that accentuates to adjudicate the business objectives. One of the most prominent and unaddressed business objectives regarding this discussion is Profit. The research problem as well as the prominent objective behind this research paper is to extract profitable rules accurately, efficiently as well as in optimized manner. To accomplish the above objective, incorporation of rough set theory followed by conventional association rule mining algorithm and genetic based optimization is used in optimized and efficient manner. The proposed model overcomes the major findings to make model more beneficial for any business organization in the current scenario.

Keywords


Association Rules, Data Mining, Genetic Algorithm, Market Basket Analysis, Profitable Pattern Mining (PPM), Rough Set Theory (RST).