Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

A Case Study of Association Rule for the Confidence and Support Using Apriori Algorithm

Author : S.Uma Gowri 1 Dr V. Lakshmi Praba 2

Date of Publication :29th March 2018

Abstract: The data mining approach, a relatively new technique, is deployed in large databases to find novel and useful patterns that might otherwise remain unknown. Association rule learning which follows the apriori algorithm is a popular and well research technique for discovering interesting relations between variables in large databases. Among various algorithms available for mining frequent item set we include apriori algorithm. Main objective of apriori algorithm is to find out hidden information which is the major goal data mining. In this study, we use United States Congressional Voting dataset and analyze the information based on predefined rules

Reference :

    1. K.Padmavathi,R.ArunaKirithika, ”Performance Based Study of Association Rule Algorithms On Voter DB”, IJISET - International Journal of Innovative Science, Engineering & Technology, Vol. 1 Issue 4, June 2014.
    2. Minal G. Ingle and N. Y. Suryavanshi, ”Association Rule Mining using Improved Apriori Algorithm”, International Journal of Computer Applications (0975 – 8887) Volume 112 – No 4, February 2015.
    3. Mohammed Al-Maolegi and Bassam Arkok, ”An Improved Apriori Algorithm For Association Rules”, International Journal on Natural Language Computing (IJNLC) Vol. 3, No.1, February 2014.
    4. Pratibha Mandave, Megha Mane and Prof. Sharada Patil,” Data mining using Association rule based on APRIORI algorithm and improved approach with illustration”, International Journal of Latest Trends in Engineering and Technology (IJLTET), Vol. 3 Issue2 November 2013.
    5. Himani Bathla, Ms. Kavita Kathuria,” Association Rule Mining: Algorithms Used”, International Journal of Computer Science and Mobile Computing”, International Journal of Computer Science and Mobile Computing, Vol.4 Issue.6, June- 2015, pg. 271-277.
    6. Jiao Yabing,” Research of an Improved Apriori Algorithm in Data Mining Association Rules”, International Journal of Computer and Communication Engineering, Vol. 2, No. 1, January 2013.

Recent Article