Which characteristics of big data deals with trustworthiness?
Answers
The subsequent characteristics of big data deals with trustworthiness are called as 6V's are given and explained briefly as follows:
VOLUME
Number of knowledge generated and retained. The dimensions of the information control the value and potential insight, and whether or not vast knowledge will be considered.
VARIETY
Variety refers to the many knowledge sources and types that are structured and unstructured.
VELOCITY
Enormous speed of knowledge deals with the pace at which knowledge flows from sources.
VERACITY
Truthfulness of great knowledge refers to bias, noise and anomaly of knowledge.
VALIDITY
Like the great truthfulness of knowledge, the question of validity is that the knowledge is correct and correct for the intended use. Clearly valid knowledge is essential to make the right choices.
VOLATILITY
The great volatility of knowledge means how long knowledge is valid and how long it should or should not hold on to.
Answer:
These characteristics can be better understood by these 6 Vs,
Explanation:
Value: Critically relevant data, longitudinal studies
Volume: High throughput technologies, continuous monitoring of vital signs
Velocity: High-speed processing for fast clinical decision support, increasing data generation rate by health infrastructure
Variety: Heterogeneous and unstructured data sources, differences in frequencies and taxonomies
Veracity: Data quality is unreliable, data coming from controlled environments
Variability: Seasonal health effects and disease evolution, non-deterministic models of illness and health.