Title:
METHOD AND APPARATUS FOR MANAGING QUALITY OF DATA
Document Type and Number:
WIPO Patent Application WO/2024/039017
Kind Code:
A1
Abstract:
A system and method for managing quality of data for providing AI based services to one or more user devices. The method comprises defining a first set of data quality rules based on offline data stored in a database, generating a ML model based on the first set of data quality rules, wherein the ML model is deployed to provide the AI based services in association with the corresponding applications. The method comprises monitoring over a period of time, using the first set of data quality rules, incoming real-time, online data received by the deployed ML model across the one or more user devices. The method further comprises continually determining, based on the monitoring of the online data, one or more characteristics of the online data that are divergent from the offline data and dynamically generating a second set of data quality rules.
Inventors:
DUVVURU MUNI RAJASEKHARA REDDY (IN)
KUMARAGURU KARTHIKEYAN (IN)
SRINIVASA PAYYAVULA RAO (IN)
OH SEJOON (KR)
KUMARAGURU KARTHIKEYAN (IN)
SRINIVASA PAYYAVULA RAO (IN)
OH SEJOON (KR)
Application Number:
PCT/KR2023/007653
Publication Date:
February 22, 2024
Filing Date:
June 02, 2023
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06F18/21; G06F16/901; G06F16/906; G06F18/241; G06N20/00
Foreign References:
| US20200374305A1 | 2020-11-26 | |||
| US20190155797A1 | 2019-05-23 | |||
| CN113342791A | 2021-09-03 | |||
| US20220076078A1 | 2022-03-10 | |||
| US20190370233A1 | 2019-12-05 |
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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