View source for 18750363. AUTOMATED DYNAMIC DATA QUALITY ASSESSMENT (ByteDance Inc.)

=AUTOMATED DYNAMIC DATA QUALITY ASSESSMENT=


==Organization Name==

[[:Category:ByteDance Inc.|ByteDance Inc.]]


[[Category:ByteDance Inc.]]

==Inventor(s)==

[[:Category:Mark Thomas Daly of San Francisco CA (US)|Mark Thomas Daly of San Francisco CA (US)]][[Category:Mark Thomas Daly of San Francisco CA (US)]]

[[:Category:Shawn Ryan Jeffery of Burlingame CA (US)|Shawn Ryan Jeffery of Burlingame CA (US)]][[Category:Shawn Ryan Jeffery of Burlingame CA (US)]]

[[:Category:Matthew Deland of San Francisco CA (US)|Matthew Deland of San Francisco CA (US)]][[Category:Matthew Deland of San Francisco CA (US)]]

[[:Category:Nick Pendar of San Ramon CA (US)|Nick Pendar of San Ramon CA (US)]][[Category:Nick Pendar of San Ramon CA (US)]]

[[:Category:Andrew James of Los Altos CA (US)|Andrew James of Los Altos CA (US)]][[Category:Andrew James of Los Altos CA (US)]]

[[:Category:David Johnston of Portola Valley CA (US)|David Johnston of Portola Valley CA (US)]][[Category:David Johnston of Portola Valley CA (US)]]

==AUTOMATED DYNAMIC DATA QUALITY ASSESSMENT==


This abstract first appeared for US patent application 18750363 titled 'AUTOMATED DYNAMIC DATA QUALITY ASSESSMENT




==Original Abstract Submitted==

In general, embodiments of the present invention provide systems, methods and computer readable media for automated dynamic data quality assessment. One aspect of the subject matter described in this specification includes the actions of receiving a data quality job including a new data sample; and, if the new data sample is determined to be added to a reservoir of data samples, sending a quality verification request to an oracle; receiving a new data sample quality estimate from the oracle; and adding the new data sample and estimate to the reservoir. A second aspect of the subject matter includes the actions of receiving, from a predictive model, a judgment associated with a new data sample; analyzing the new data sample based in part on the judgment to determine whether to send a new data sample quality verification request to an oracle; and, if a new data sample quality estimate is received from the oracle, determining whether to add the new data sample and the judgment to the reservoir.



[[Category:G06N5/02]]
[[Category:G06F16/215]]
[[Category:G06F16/23]]
[[Category:G06N20/00]]
[[Category:CPC_G06N5/02]]