Assessing data quality in the age of digital social research: A systematic review

J Daikeler, L Fröhling, I Sen… - Social Science …, 2024 - journals.sagepub.com
While survey data has long been the focus of quantitative social science analyses,
observational and content data, although long-established, are gaining renewed attention; …

A comparative perspective on technologies of Big Data value chain

AA Aydin - IEEE Access, 2023 - ieeexplore.ieee.org
Data is one of the most valuable assets in the digital era because it may conceal hidden
valuable insights. Diverse organizations in diverse domains overcome the challenges of the …

A Data Collection Quality Model for Big Data Systems

M Abdallah, A Hammad… - 2023 International …, 2023 - ieeexplore.ieee.org
Big data applications have gained widespread usage across various fields, including
healthcare, business, and education. The effectiveness and accuracy of these applications …

Towards a data collection quality model for big data applications

M Abdallah, A Hammad, W AlZyadat - International Conference on …, 2021 - Springer
Big Data and its uses are widely used in many applications and fields; artificial information,
medical care, business, and much more. Big Data sources are widely distributed and …

Highly accurate anomaly detection for the combustion system of a marine engine using multivariate transformers

I Sharifirad, J Boudjadar… - 2024 IEEE 22nd Jubilee …, 2024 - ieeexplore.ieee.org
This paper proposes a novel anomaly detection system to identify combustion process
irregularities, in real-time, within individual cylinders of marine engines. The system monitors …

A SYSTEMATIC MAPPING REVIEW ON DATA CLEANING METHODS IN BIG DATA ENVIRONMENTS.

C Keiji Iwata, N Verardi Galegale, M Ito… - IADIS International …, 2024 - search.ebscohost.com
The evolution of information technology combined with artificial intelligence, IoT (Internet of
Things) and robotics has made processes integrated and intelligent. The increased use of …

Enhancing and Validating Simulator Data Generation Integrity Through Frequency-Based Analysis

I Sharifirad, J Boudjadar… - 2024 IEEE/ACIS 9th …, 2024 - ieeexplore.ieee.org
Data seamlessly becomes a critical component for the state estimation and performance
optimization of Cyber-Physical Systems (CPSs). Ensuring timely access to CPS data could …

[PDF][PDF] A Process Model for Test Driven Development in the Big Data Domain.

D Staegemann, M Volk, N Jamous, K Turowski - KDIR, 2022 - scitepress.org
Big data has emerged to be one of the driving factors of today's society. However, the quality
assurance of the corresponding applications is still far from being mature. Therefore, further …

[PDF][PDF] DATA CLEANING IN BIG DATA: A SYSTEMATIC

C Iwata, N Galegale, M Ito, M Azevedo, M Duduchi… - MCCSIS 2024 - pure.tue.nl
This paper aims to conduct a systematic analysis of the literature on existing data cleaning
methods in Big Data. It is a constantly evolving research area due to the growing importance …

[PDF][PDF] A SYSTEMATIC MAPPING REVIEW ON DATA CLEANING METHODS IN BIG DATA ENVIRONMENTS

CK Iwata, NV Galegale, M Ito, MM de Azevedo… - iadisportal.org
The evolution of information technology combined with artificial intelligence, IoT (Internet of
Things) and robotics has made processes integrated and intelligent. The increased use of …