Use of context in data quality management: a systematic literature review

F Serra, V Peralta, A Marotta, P Marcel - … of Data and Information Quality, 2024 - dl.acm.org
… We remark that, in this literature review, we do not aim to propose a context model, nor
identify relationships among context components; however, note that the results of this SLR were …

Data quality in context

DM Strong, YW Lee, RY Wang - Communications of the ACM, 1997 - dl.acm.org
… in this larger IS context.Thus, we argue for a conceptualization of data quality that includes
this context. Database research aims at ensuring the quality of data in databases. In the DQ …

Data quality assessment in context: A cognitive perspective

S Watts, G Shankaranarayanan, A Even - Decision support systems, 2009 - Elsevier
model for understanding users' contextual information … this model we develop hypotheses
about information quality … important extension to the data quality management (DQM) literature, …

[图书][B] Modeling data quality and context through extension of the ER model

SY Tu, YYR Wang - 1993 - mitiq.mit.edu
… ' quality and context requirements should be represented at the conceptual level. This paper
first generalizes the issues governing data quality and context … (ER) model as a solution. …

Context-aware data quality assessment for big data

D Ardagna, C Cappiello, W Samá, M Vitali - Future Generation Computer …, 2018 - Elsevier
… a model of the relations existing between the Data Quality … for dealing with structured data,
but Big Data pose new challenges … Data Quality concepts and then presents the Data Quality

From content to context: The evolution and growth of data quality research

G Shankaranarayanan, R Blake - … of Data and Information Quality (JDIQ), 2017 - dl.acm.org
… mining in 2012, now appears to have shifted to largely comprising data mining models
applied for data quality management. Entity Resolution, which was part of the theme “…

Challenges in modelling and using quality of context (qoc)

M Krause, I Hochstatter - International Workshop on Mobile Agents for …, 2005 - Springer
context information. We derive requirements for handling and modelling of QoC by analyzing
the context … that existing integrations of QoC into context models are not adequate. And we …

A framework for analysis of data quality research

RY Wang, VC Storey, CP Firth - … on knowledge and data …, 1995 - ieeexplore.ieee.org
data quality issue (eg, user satisfaction with information systems), is comprised of components
that are related to data quality management. … the ER model, a methodology for data quality

Crafting rules: context-reflective data quality problem solving

YW Lee - Journal of Management Information Systems, 2003 - Taylor & Francis
data quality in data-intensive, global business environments and by burgeoning data quality
activities, this study builds a conceptual model … , contexts in data quality management have …

Quality of context: models and applications for context-aware systems in pervasive environments

A Manzoor, HL Truong, S Dustdar - The Knowledge Engineering …, 2014 - cambridge.org
… attributes that are required for that context object. As the total number of attributes are provided
by a context consumer through context data model, completeness provides the subjective …