Data Quality Issues and Current Approaches to Data Cleaning Process In Data Warehousing

Journal Title: GRD Journal for Engineering - Year 2016, Vol 1, Issue 10

Abstract

In this paper we have discussed the problems of data quality which are addressed during data cleaning phase. Data cleaning is one of the important processes during ETL. Data cleaning is especially required when integrating heterogeneous data sources. This problem should be addresses together with schema related data transformation. At the end we have also discussed the Current tool which supports data cleaning.

Authors and Affiliations

Jaya Bajpai, Pravin S. Metkewar

Keywords

Related Articles

A Survey of Information Extraction Using Different Databases

Information extraction is one time process for extraction of a particular kind of relationships of interest from a document collection. Information Extraction is the task of automatically extracting structured informatio...

An Analysis of Credibility of Content on Twitter

We analyze the information credibility of news propagated through Twitter, a popular microblogging service. Previous research has shown that most of the messages posted on Twitter are truthful, but the service is also us...

Solar Power Optimizer for DC Distribution System

Solar Power Optimizer(SPO) for DC Distribution System comprises of a high step-up solar power optimizer (SPO) which efficiently harvests maximum energy from a photovoltaic (PV) panel, energy is output to a dc-micro grid....

Review and Analysis of Spatial Channel Models in MIMO System

Channel modeling is a fundamental research area in wireless communication due to the complexity of the signal propagation process. To design these new wireless systems, it is essential to use channel models. It plays a c...

Optimization of Lathe Parameters for Minimum Surface Roughness and Maximum MRR

This paper theologies with the Taguchi technique for the optimization of lathe parameters on a cylindrical round workpiece of EN19 steel. In industry main objective is to have a good quality surface or to get a maximum m...

Download PDF file
  • EP ID EP220893
  • DOI -
  • Views 123
  • Downloads 0

How To Cite

Jaya Bajpai, Pravin S. Metkewar (2016). Data Quality Issues and Current Approaches to Data Cleaning Process In Data Warehousing. GRD Journal for Engineering, 1(10), 14-18. https://europub.co.uk/articles/-A-220893