… we need to focus on data quality. Some would say we cover data quality in data management
or in … adverse effects of poor-quality data and information throughout our society. Almost all …

… information quality. Part I seeks to understand how data can be measured and evaluated for
quality… problem of ensuring quality while processing data into information a company can …

… manager presented with the task of including information regarding the data's quality would
… impact of presenting information regarding the data's quality together with the actual data. In …

… the quality of available administrative data in the Canadian provinces, emphasizing the
information … We explicitly compare approaches to quality measurement, indicating where record …

… data quality research. In Section 4 we describe various research topics in data quality …
In Section 5 we review data quality research methods and show how they have been used …

… of information quality ‘InfoQ’ as the potential of a data set to … InfoQ is different from data
quality and analysis quality, but is … at the study design and post-data-collection stages, and we …

… quality in an organization [1]. The rest of this paper discusses on data quality strategies
and techniques, types of data, data quality definitions, data quality problems classification and …

… ad-hoc service that brokers data requests and replies on the basis of data quality information.
Moreover, we also … The model for data quality we propose in this paper is called Data and …

… on what the term “data” means. We lay a foundation for the study of data quality in this paper.
In the first part of the paper we discuss five approaches to defining “data” in the literature. …

… data quality management. This paper presents a framework for managing data quality in
such environments using the information … of an information product, quality dimensions and …