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Reseach Article

Implementation of Lean Six Sigma® Principles: Making Data Cleansing Lean

by Nityanand Wachche
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 141 - Number 14
Year of Publication: 2016
Authors: Nityanand Wachche
10.5120/ijca2016909970

Nityanand Wachche . Implementation of Lean Six Sigma® Principles: Making Data Cleansing Lean. International Journal of Computer Applications. 141, 14 ( May 2016), 41-45. DOI=10.5120/ijca2016909970

@article{ 10.5120/ijca2016909970,
author = { Nityanand Wachche },
title = { Implementation of Lean Six Sigma® Principles: Making Data Cleansing Lean },
journal = { International Journal of Computer Applications },
issue_date = { May 2016 },
volume = { 141 },
number = { 14 },
month = { May },
year = { 2016 },
issn = { 0975-8887 },
pages = { 41-45 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume141/number14/24856-2016909970/ },
doi = { 10.5120/ijca2016909970 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:43:37.685964+05:30
%A Nityanand Wachche
%T Implementation of Lean Six Sigma® Principles: Making Data Cleansing Lean
%J International Journal of Computer Applications
%@ 0975-8887
%V 141
%N 14
%P 41-45
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Data cleansing is required before performing data load operation. It ensures that data loading on the system is organized, error-free and unique records. This paper puts the limelight on identifying issues and provides a solution for it, using Lean Six Sigma® principles. The solution presented helps to perform data cleansing operation accurately and cost effective for the project.

References
  1. Nidhi Choudhary, Department of Computer Science, UPTU, India, A Study over Problems and Approaches of data cleansing/cleaning
  2. http://www.institute.nhs.uk/building_capability/general/lean_thinking.html
  3. http://www.maskell.com/lean_accounting/subpages/lean_manufacturing/lt_the_principles_of_lean_manufacturing.html
  4. http://www.artoflean.com/files/Basic_TPS_Handbook_v1.pdf
  5. http://asq.org/learn-about-quality/cause-analysis-tools/overview/fishbone.html
  6. https://www.ringlead.com/blog/data-standardization/
  7. http://www.lean.org/WhatsLean
  8. Erhard Rahm, Hong Hai Do University of Leipzig, Germany http://dbs.uni-leipzig.de
  9. http://www.lean.org/lexicon/jidoka
Index Terms

Computer Science
Information Sciences

Keywords

Data Cleansing Lean Six Sigma Fishbone Analysis DataLoad