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Journal of Big Data

Table 8 Quality rules optimization schemes

From: Big data quality framework: a holistic approach to continuous quality management

Rules’ optimization methods

Per

Attribute

DQD

PPA

PPAF

Execution priority

●

●

●

●

Redundancy removal

●

●

  

Rules grouping and combination

●

●

●

●

Invalid rules removal and adaptation

●

●

●

●

  1. PP Pre-processing, PPA Pre-processing activity, PPAF Pre-Processing activity function
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