A NOVEL ALGORITHM FOR MINING HIGH UTILITY ITEMSETS
| Author(s) | : | Mrs. Hetal M. Shah, Prof. Bhavesh A. Oza |
| Institution | : | Computer Science & Engineering ,L.D. College of Engineering ,Ahmedabad, GTU-Gujarat, India |
| Published In | : | Vol. 2, Issue 6 — June 2015 |
| Page No. | : | 44-52 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
Data mining is an activity fretful with examining of huge volumes of data to extract some useful informationor knowledge and interesting patterns or relationships which in turn leads to better understanding of the essentialprocesses. An emerging topic in the field of data mining is Utility Mining. The main objective of Utility Mining is toidentify the itemsets with high utilities, by considering profit, quantity, cost or other user preferences. Mining HighUtility itemsets from a transaction database is to find itemsets that have utility above a user-specified threshold. In thispaper We also propose a new algorithm for high utility item set mining. The new algorithm outperforms previousalgorithms in terms of execution time.
Mrs. Hetal M. Shah, Prof. Bhavesh A. Oza, “A NOVEL ALGORITHM FOR MINING HIGH UTILITY ITEMSETS”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 2, Issue 6, pp. 44-52, June 2015.
