Data Quality Measures and Data Cleansing for Research Information Systems

01/18/2019
by   Otmane Azeroual, et al.
0

The collection, transfer and integration of research information into different research Information systems can result in different data errors that can have a variety of negative effects on data quality. In order to detect errors at an early stage and treat them efficiently, it is necessary to determine the clean-up measures and the new techniques of data cleansing for quality improvement in research institutions. Thereby an adequate and reliable basis for decision-making using an RIS is provided, and confidence in a given dataset increased. In this paper, possible measures and the new techniques of data cleansing for improving and increasing the data quality in research information systems will be presented and how these are to be applied to the Research information.

READ FULL TEXT

page 1

page 2

page 3

page 4

page 5

page 6

page 8

page 9

research
01/18/2019

Improving the data quality in the research information systems

In order to introduce an integrated research information system, this wi...
research
10/30/2018

Funnel plots for visualizing uncertainty in the research performance of institutions

Research performance values are not certain. Performance indexes should ...
research
03/18/2019

Simulation-Based Analytics for Fabrication Quality-Associated Decision Support

Automated, data-driven quality management systems, which facilitate the ...
research
09/19/2022

Scalable data storage for PV monitoring systems

Efficient PV research which includes a prolonged data monitoring from mu...
research
09/16/2020

How to Measure the Performance of a Collaborative Research Center

New Public Management helps universities and research institutions to pe...
research
07/06/2020

Incorrect Data in the Widely Used Inside Airbnb Dataset

Several recently published papers in Decision Support Systems discussed ...
research
03/16/2018

Impacts of Dirty Data: and Experimental Evaluation

Data quality issues have attracted widespread attention due to the negat...

Please sign up or login with your details

Forgot password? Click here to reset