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M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 5, May 2015 | Popularity: 6.7 / 10

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Study on High Utility Itemset Mining

Nilovena.K.V, Anu.K.S

Abstract: Data mining is the process of mining new non trivial and potentially valuable information from large data basis. Data mining has been used in the analysis of customer transaction in retail research where it is termed as market basket analysis. Earlier data mining methods concentrated more on the correlation between the items that occurs more frequent in the transaction. In frequent itemset mining they do not consider the utility or importance of an item. The limitations of frequent items at mining led to a emerging area called utility mining. In utility items at mining the usefulness or profit of an item is considered. The term utility means the importance or profit of an item in a transaction. The main objective of high utility items at mining is to find the item set having utility values above the given threshold. In this paper we present a literature study on various mining algorithms.

Keywords: Data mining, Frequent itemset mining, Candidate set, Utility mining

Edition: Volume 4 Issue 5, May 2015

Pages: 2692 - 2696

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