From Data Quality to Big Data Quality: A Systematization

Year:	2015
Title:	From Data Quality to Big Data Quality: A Systematization
Abstract:	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data).
Objectives:	Systematize the correlation between structural characteristics and quality dimensions in the context of Big Data.
Methodology:	Systematic literature review and conceptual systematization.
Algorithm Used:	N/A (Conceptual)
Top Model:	Big Data Quality Systematization
Accuracy:	N/A (Conceptual)
Advantages:	Provides foundational context for applying DQ principles to Big Data and Linked Open Data.
Drawbacks:	N/A explicitly mentioned.
Source:	https://www.researchgate.net/publication/283681085_From_Data_Quality_to_Big_Data_Quality#full-text Edit

Criteria (7)

Name	Description	Definitions
Consistency	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). …	Quality dimension from From Data Quality to Big Data Quality: A Systematization (2015) Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various …
Accuracy	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). …	Quality dimension from From Data Quality to Big Data Quality: A Systematization (2015) Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various …
Completeness	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). …	Quality dimension from From Data Quality to Big Data Quality: A Systematization (2015) Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various …
Timeliness	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). …	Quality dimension from From Data Quality to Big Data Quality: A Systematization (2015) Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various …
Volume (Appropriate Amount	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). …	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various …
Volume (Appropriate Amount)	Quality dimension from From Data Quality to Big Data Quality: A Systematization	Quality dimension from From Data Quality to Big Data Quality: A Systematization (2015)
Variety	Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). …	Quality dimension from From Data Quality to Big Data Quality: A Systematization (2015) Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various …