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IMPLEMENTATION OF DIC USING ASSOCIATION RULE MINING ALGORITHM

Journal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.4, No. 3)

Publication Date:

Authors : ; ; ;

Page : 678-684

Keywords : : Abstract of DIC algorithm; association rule mining; DIC agorithm Step of DIC; Example; How DIC works; Relatedwork; Advantages; Applications; Conclusion; References.;

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Abstract

A distributed algorithm is based on Dynamic Item- set Counting (DIC) using frequent itemset . Since DIC perform a Apriori-based algorithms in the number of passes of the database. Hence for reducing the total time taken to obtain the frequent data itemsets. The advantage of Dynamic Itemset Counting is that it will provide to starting from the counting of an itemset at the different site as soon as they become frequent at atleast one site. Hence, our algorithm shows remarkable improvement in the amount of time taken because of reduction in the number of passes of the database and comparatively lesser number of candidates are generated. Before Distributed frequent itemset count an association rule mining have basically used. This algorithms based on DIC and Apriori for large dataset and thus implementing the first algorithm which is based on DIC. In the paper we have explain one of the useful and efficient algorithms of Association rule mining called as DIC algorithm. Association rule mining algorithm of data is used in all real life applications of business and industry. Using this application they provide effective results rather than traditional results. Association rules mining algorithm are the main technique and concepts for large data items. DIC algorithm is a classical algorithm in which Lots of algorithms are mined for large association rules. Therefore they (change/transformation) are proposed on basis of DIC algorithm. For using this traditional algorithms they are not sufficent. The main motive of this paper is to understand the concept of association rule mining algorithm and what methods are used for implement of DIC algorithm and thus improved DIC algorithm in future use. For using these concept DIC are manage for large dataitemset.These algorithm has ruled for implementation of association rule mining algorithm.The main reason for using these DIC algorithm is that they maintain a constant speed at which data is used.For large application it is used for data maintaince and security protection.Hence DIC used in online shopping.It also need more capacity management for large dataset for frequent item.

Last modified: 2015-04-09 21:17:22