A Systematic Literature Review of Frequent Pattern Mining Techniques

Er. Khushboo Sawant; Dr. Harish Patidar; Rajendra Chouhan

Title:
A Systematic Literature Review of Frequent Pattern Mining Techniques

Authors:
Rajendra Chouhan | Er. Khushboo Sawant | Dr. Harish Patidar
DOI:
https://doi.org/10.31142/ijtsrd11670

Cite This Article :

Rajendra Chouhan | Er. Khushboo Sawant | Dr. Harish Patidar "A Systematic Literature Review of Frequent Pattern Mining Techniques" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-3, April 2018, pp.2223-2226, URL: https://www.ijtsrd.com/papers/ijtsrd11670.pdf

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Abstract :
Mining of frequent items from a voluminous storage of data is the most favorite topic over the years. Frequent pattern mining has a wide range of real world applications; market basket analysis is one of them. In this paper, we present an overview of modern frequent pattern mining techniques using data mining algorithms. Frequent pattern mining in data mining takes a lot of data base scans. Therefore it is a computationally expensive task. So still there is a need to update and enhance the existing frequent pattern mining techniques so that we can get the more efficient methods for the same task. In this paper, a study of all the modern and most popular frequent pattern mining technique is also performed.

Keywords :
Data Mining, Frequent Item Mining, Support, Confidence, Market Basket Analysis, Parallel Execution

Publication Details:

Unique Identification Number : IJTSRD11670

Published In : Volume-2 | Issue-3, April 2018

Page Number(s) : 2223-2226

Publisher Name : IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470

Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

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