Data Quality Dimensions, Metrics, and Improvement Techniques (original) (raw)

Big data and data quality dimensions: a survey

Journal of Software Engineering & Intelligent Systems, Azman Taa

Journal of Software Engineering & Intelligent Systems, 2018

View PDFchevron_right

A REVIEW OF DATA QUALITY RESEARCH IN ACHIEVING HIGH DATA QUALITY WITHIN ORGANIZATION

Izham Mohd Jaya

Journal of Theoretical and Applied Information Technology , 2017

View PDFchevron_right

Data Quality:A Survey of Data Quality Dimensions

Payam Hassany Shariat Panahy, Aidah Mustapha

View PDFchevron_right

Big Data Quality: From Content to Context

Journal of Information Technology Management

Journal of Information Technology Management, 2019

View PDFchevron_right

Overview of data quality challenges in the context of Big Data

Suraj Juddoo

View PDFchevron_right

An analysis of data quality dimensions

Shazia Sadiq

2015

View PDFchevron_right

Big Data Quality: A Quality Dimensions Evaluation.

Ikbal Taleb

View PDFchevron_right

Data Quality Assessment: The Hybrid Approach

Philip Woodall

View PDFchevron_right

Big Data Quality: A Survey

Ikbal Taleb

View PDFchevron_right

A Survey on Data Quality: Classifying Poor Data

Nuno Laranjeiro, Şeyma Nur Soydemir

2015 IEEE 21st Pacific Rim International Symposium on Dependable Computing (PRDC), 2015

View PDFchevron_right

SYSTEMATIC REVIEW OF DATA QUALITY RESEARCH

Izham Mohd Jaya

Journal of Theoretical and Applied Information Technology , 2019

View PDFchevron_right

Data quality assessment and improvement

Janne Harkonen

International Journal of Business Information Systems, 2016

View PDFchevron_right

A Classification of Data Quality Assessment Methods

Ajith Kumar Parlikad

Proceedings of the 16th International …, 2011

View PDFchevron_right

Metric based Approach for Measuring Data Quality

IJIRST - International Journal for Innovative Research in Science and Technology

View PDFchevron_right

Value-Driven Data Quality Assessment

Ganesan Shankaranarayanan

View PDFchevron_right

BIGQA: Declarative Big Data Quality Assessment

Hadi Fadlallah

Journal of Data and Information Quality

View PDFchevron_right

Domain-Specific Characteristics of Data Quality

Ivo Odītis

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

View PDFchevron_right

Big Data Quality: A systematic literature review and future research directions

Behshid Behkamal

Cornell University - arXiv, 2019

View PDFchevron_right

Big data quality - whose problem is it?

Shazia Sadiq

2016

View PDFchevron_right

The Curse of Dimensionality in Data Quality

Shazia Sadiq

2013

View PDFchevron_right

A Framework to Construct Data Quality Dimensions Relationships

Fatimah Sidi, Payam Hassany Shariat Panahy, Hamidah Ibrahim

View PDFchevron_right

Context-aware data quality assessment for big data

Walter Samà

Future Generation Computer Systems, 2018

View PDFchevron_right

Contextualization of Big Data Quality: A framework for comparison

Behshid Behkamal

Cornell University - arXiv, 2019

View PDFchevron_right

State of the Art on the Quality of Big Data: A Systematic Literature Review and Classification Framework

Behshid Behkamal

arXiv: Databases, 2019

View PDFchevron_right

Discovering Dependencies among Data Quality Dimensions: A Validation of Instrument

Adamu Mustapha

Journal of Applied Sciences, 2013

View PDFchevron_right

The Evolution of Data Quality: Understanding the Transdisciplinary Origins of Data Quality Concepts and Approaches

Stephanie Shipp

Annual Review of Statistics and Its Application

View PDFchevron_right

Data Quality Insight

Graham Rhind

2012

View PDFchevron_right

Conceptualizing Big Data Quality Framework from a Systematic Literature Review Perspective

Ely Salwana Mat Surin

Malaysian Journal of Computer Science

View PDFchevron_right