Definition and Evaluation of Data Quality: User-Oriented Data Object-Driven Approach to Data Quality Assessment

Study of Spatial Data Quality Elements and VGI Linear Data Quality Assessment Methods

Volunteered Geographic Information has provided a rich and valuable resource for spatial data in a variety of applications. Despite the many benefits, this information does not provide any guarantee for their quality. So far, there are several methods to determine the quality of VGI. In addition to introducing quality elements and their evaluation methods, the present study attempts to explore ...

Value-Driven Data Quality Assessment

Techniques for assessing data quality along different dimensions have been discussed in the data quality management (DQM) literature. In recent years, researchers and practitioners have underscored the importance of contextual quality assessment, highlighting its contribution to decision-making. The current data quality measurement methods, however, are often derived from impartial data and sys...

Data-Driven Approaches to Improve the Quality of Clinical Processes: A Systematic Review

Background: Considering the emergence of electronic health records and their related technologies, an increasing attention is paid to data driven approaches like machine learning, data mining, and process mining. The aim of this paper was to identify and classify these approaches to enhance the quality of clinical processes. Methods: In order to determine the knowledge related to the research ...

A data-driven approach for quality assessment of radiologic interpretations

Given the increasing emphasis on delivering high-quality, cost-efficient healthcare, improved methodologies are needed to measure the accuracy and utility of ordered diagnostic examinations in achieving the appropriate diagnosis. Here, we present a data-driven approach for performing automated quality assessment of radiologic interpretations using other clinical information (e.g., pathology) as...

Linked Data Annotation and Fusion driven by Data Quality Evaluation