Implementation of Apriori Algorithm Data Mining for Increase Sales
نویسندگان
چکیده
منابع مشابه
Hardware Accelerated Apriori Algorithm for Data Mining
The Apriori algorithm is a popular correlation-based datamining kernel. However, it is a computationally expensive algorithm and the running times can stretch up to days for large databases, as database sizes can extend to Gigabytes. Through the use of a new extension to the systolic array architecture, time required for processing can be significantly reduced. Our array architecture implementa...
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Association rule mining concept is used to show relation between items in a set of items. Apriori algorithm for mining frequent itemsets from large amount of database is used. Parallelism is used to reduce time and increase performance, Multi-core processor is used for parallelization. Mining in a Serial manner can consume time and reduce performance for mining. To solve this issue we are propo...
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Many algorithms are designed to analyse volumes of data automatically in an efficient way so that the users don’t have to look through that massive amount of data manually for generating various association rules among them. Apriori algorithm, which is the most famous and frequently used data mining algorithm. Our main focus is to parallelize the Apriori algorithm in such a new way that when we...
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ژورنال
عنوان ژورنال: SinkrOn
سال: 2020
ISSN: 2541-2019,2541-044X
DOI: 10.33395/sinkron.v5i1.10587