A systematic literature review on data quality assessment

O Reda, NC Benabdellah, A Zellou - Bulletin of Electrical Engineering and …, 2023 - beei.org
Defining and evaluating data quality can be a complex task as it varies depending on the
specific purpose for which the data is intended. To effectively assess data quality, it is …

[HTML][HTML] A Framework for Current and New Data Quality Dimensions: An Overview

R Miller, H Whelan, M Chrubasik, D Whittaker… - Data, 2024 - mdpi.com
This paper presents a comprehensive exploration of data quality terminology, revealing a
significant lack of standardisation in the field. The goal of this work was to conduct a …

Fulmqa: a fuzzy logic-based model for social media data quality assessment

O Reda, A Zellou - Social Network Analysis and Mining, 2023 - Springer
Nowadays, with the advancement of information technology and the growing importance of
social media, social media platforms such as Twitter and Facebook have become deeply …

[PDF][PDF] An Overview of Current and New Data Quality Dimensions under a Common Framework

R Miller, H Whelan, M Chrubasik, D Whittaker… - 2024 - preprints.org
This paper presents a comprehensive exploration of Data Quality terminology, revealing a
significant lack of standardisation in the field. We propose a novel approach to aggregating …