Data Quality in Context

Year:	1997
Title:	Data Quality in Context
Abstract:	Seminal work discussing data quality across various dimensions in organizational contexts.
Objectives:	To shift the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of fitness for use.
Methodology:	Conceptual analysis and development of a multi-dimensional framework for data quality evaluation by data consumers.
Algorithm Used:	N/A (Conceptual Foundations)
Top Model:	Data Quality Dimensions Framework
Accuracy:	N/A (Conceptual)
Advantages:	Provided the foundational conceptual basis for subsequent standardized catalogs like ISO 25012.
Drawbacks:	Did not address the specifics of graph-based data structures or automated assessment algorithms common today.
Source:	https://dl.acm.org/doi/pdf/10.1145/253769.253804 Edit

Criteria (15)

Name	Description	Definitions
Accessibility	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Accuracy	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Appropriate Amount	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Believability	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Completeness	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Concise Representation	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Consistent Representation	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Ease of Understanding	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Interpretability	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Objectivity	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Relevancy	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Reputation	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Security	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Timeliness	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)
Value Added	Seminal work discussing data quality across various dimensions in organizational contexts. (1997)	Quality dimension from Data Quality in Context (1997) Seminal work discussing data quality across various dimensions in organizational contexts. (1997)