Journal of Data Analysis and Information Processing, 2021, 9, 23-29
https://www.scirp.org/journal/jdaip
ISSN Online: 2327-7203
ISSN Print: 2327-7211
DOI: 10.4236/jdaip.2021.91002 Feb. 25, 2021 23 Journal of Data Analysis and Information Processing
Designing a Model to Study Data Mining in
Distributed Environment
Md. Abadur Rahman
1
, Masud Karim
2
1
School of Business & Tourism, Southern Cross University, Sydney, Australia
2
Department of Computer Science & Engineering, Daffodil Institute of Science & Technology, Dhaka, Bangladesh
Abstract
To make business policy, market analysis, corporate decision, fraud detection,
etc., we have to analyze and work with huge amount of data. Generally, such
data are taken from different sources. Researchers are using data mining to
perform such tasks. Data mining techniques are used to find hidden informa-
tion from large data source. Data mining is using for various fields: Artificial
intelligence, Bank, health and medical, corruption, legal issues, corporate
business, marketing, etc. Special interest is given to associate rules, data min-
ing algorithms, decision tree and distributed approach. Data is becoming
larger and spreading geographically. So it is difficult to find better result from
only a central data source. For knowledge discovery, we have to work with
distributed database. On the other hand, security and privacy considerations
are also another factor for de-motivation of working with centralized data.
For this reason, distributed database is essential for future processing. In this
paper, we have proposed a framework to study data mining in distributed en-
vironment. The paper presents a framework to bring out actionable know-
ledge. We have shown some level by which we can generate actionable know-
ledge. Possible tools and technique for these levels are discussed.
Keywords
Data Mining, Distributed Database, Knowledge Discovery, Classification
Algorithm
1. Introduction
This research is to develop a framework, which will help to study data mining in
distributed environment. There are many sectors where there are large data base
and data warehouse. Agriculture, bank, insurance, medical, education, law, cen-
How to cite this paper: Rahman, Md.A.
and Karim, M. (2021) Designing a Model
to Study Data Mining in Distributed Envi-
ronment. Journal of Data Analysis and
Information Processing, 9, 23-29.
https://doi.org/10.4236/jdaip.2021.91002
Received: December 30, 2020
Accepted: February 22, 2021
Published: February 25, 2021
Copyright © 2021 by author(s) and
Scientific Research Publishing Inc.
This work is licensed under the Creative
Commons Attribution International
License (CC BY 4.0).
http://creativecommons.org/licenses/by/4.0/
Open Access