Research Article
A Tool Generating Dataset for Decision Making
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 65 - Issue 5 |
| Published: March 2013 |
| Authors: Kuldeep Arora, Jaiteg Singh |
10.5120/10919-5852
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Kuldeep Arora, Jaiteg Singh . A Tool Generating Dataset for Decision Making. International Journal of Computer Applications. 65, 5 (March 2013), 12-15. DOI=10.5120/10919-5852
@article{ 10.5120/10919-5852,
author = { Kuldeep Arora,Jaiteg Singh },
title = { A Tool Generating Dataset for Decision Making },
journal = { International Journal of Computer Applications },
year = { 2013 },
volume = { 65 },
number = { 5 },
pages = { 12-15 },
doi = { 10.5120/10919-5852 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2013
%A Kuldeep Arora
%A Jaiteg Singh
%T A Tool Generating Dataset for Decision Making%T
%J International Journal of Computer Applications
%V 65
%N 5
%P 12-15
%R 10.5120/10919-5852
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Researcher and policy makers perform many of the survey techniques for collecting data to identify their findings and decisions. The aim is to demonstrate a tool TDG that generates the synthetic dataset for researchers and policy makers where initials estimates are not available. In this paper we are discussing the approaches & key issues in generating the synthetic dataset using TDG ensuring researcher & policy maker need not to go to the actual data.
References
- Jaiteg Singh and Kawaljeet Singh, 2008,"Designing a customized Test Data Generator for effective Testing of a Large Database", In ICACTE
- Raghunathan, Reiter, Rubin, Vol 19, 2003, "Multiple Imputation for Statistical Disclosure Limitation", In journal of official statistics
- Daniela Ichim, 2010, "Quantile-based Bootstarp methods to generate continuous Synthetic data" In ACM
- Patrick Graham and Jim Young, 2008, "Methods for creating Synthetic data", Report.
- Little, R. J. A. , 1993 "Statistical analysis of masked data",. Journal of Official Statistics
- J. Gray, P. Sundaresan, S. Englert, K. Baclawaski, and P. J. Weinberger, 1994, "Quickly generating billion record synthetic databases". In SIGMOD
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