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May 2020

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title

REVIEW ON FREQUENT ITEMSET MINING OVERALL TEMPORAL DATA

Author(s):

Ms. Jayashri N. Hajare

Keywords:

Data mining, Pattern extraction, frequent itemset mining, temporal data, multithreaded programming.

Abstract

Frequent pattern extraction is important technique in data mining domain. Lot of work has been done on pattern mining in literature. The work includes pattern extraction on static dataset. The whole dataset is used and frequent itemset are extracted. Temporal data is the data containing timestamp information. Timestamp based pattern extraction affects the results. Timestamp based pattern extraction method helps to analyze lifespan of itemset, peak period of purchase, etc. This work includes the analysis of existing system for temporal extraction of frequent patterns, its methodologies and limitations. After analyzing the existing work a new approach is proposed to overcome the existing system problem.

Other Details

Paper ID: IJSARTV
Published in: Volume : 5, Issue : 2
Publication Date: 2/4/2019

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