Handling veracity in multi-criteria decision-making: A multi-dimensional approach

G De Tré, R De Mol, A Bronselaer - Information Sciences, 2018 - Elsevier
Decision support systems aim to help a decision maker with selecting the option from a set
of available options that best meets her or his needs. In multi-criteria based decision support …

DQ2S–a framework for data quality-aware information management

SFM Sampaio, C Dong, P Sampaio - Expert Systems with Applications, 2015 - Elsevier
This paper describes the design and implementation of the Data Quality Query System (DQ
2 S), a query processing framework and tool incorporating data quality profiling functionality …

Potential Problem Data Tagging: Augmenting information systems with the capability to deal with inaccuracies

P Woodall, V Giannikas, W Lu, D McFarlane - Decision Support Systems, 2019 - Elsevier
Data quality tags are a means of informing decision makers about the quality of the data they
use from information systems. Unfortunately, data quality tags have not been successfully …

Context-based data quality metrics in data warehouse systems

F Serra, A Marotta - CLEI Electronic Journal, 2017 - clei.org
Abstract The fact that Data Quality (DQ) depends on the context, in which data are produced,
stored and used, is widely recognized in the research community. Data Warehouse Systems …

QTrail-DB: A Query Processing Engine for Imperfect Databases with Evolving Qualities

M Asiri, MY Eltabakh - arXiv preprint arXiv:2303.06720, 2023 - arxiv.org
Imperfect databases are very common in many applications due to various reasons ranging
from data-entry errors, transmission or integration errors, and wrong instruments' readings …

Evaluación de la calidad de datos en un sistema de Data Warehousing: un enfoque basado en contextos

F Serra - 2015 - lareferencia.info
Los Sistemas de Data Warehousing son de gran relevancia para el apoyo en la toma de
decisiones y el análisis de los datos. Esto ha quedado demostrado a lo largo del tiempo, a …

A conflict conciliation strategy in data integration

J Tian - 2017 IEEE 2nd International Conference on Cloud …, 2017 - ieeexplore.ieee.org
The advancements of Internet accelerate the intelligent process of data integration in recent
years. When fusing a volume of records about the same real-world entity into a single …

[PDF][PDF] A Contextual Data Quality Analysis for Credit Risk Management in Financial Institutions

HT Moges - Citeseer
The Space Shuttle Challenger broke apart 73 seconds into its flight on January 28, 1986
and killed seven astronauts on board. On July 3, 1986, an Iranian commercial passenger jet …