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Application of Machine Learning Algorithm for Query Processing in Distributed Database System

Journal: International Research Journal of Advanced Engineering and Science (IRJAES) (Vol.3, No. 2)

Publication Date:

Authors : ;

Page : 23-29

Keywords : Algorithm; DDB; ID3; Machine-learning; Query.;

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Abstract

This paper has presented an application of machine learning algorithm for query processing in distributed database (DDB) system. A database of a security agency was studied and a database structure was developed to manage the system. The developed database structure was modeled for distributed database management in handling information on crimes and other related security matters. A programme to compute query for proper and optimal processing using machine learning algorithm was developed. The machine learning algorithm used in this paper is the Iterative Dichotomizer 3 (ID3). The analysis and test results obtained shows that the developed system improved the query time of the distributed database system.

Last modified: 2018-05-13 23:22:10