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US Patent 11550836 Machine-learning model for resource assessments

Patent 11550836 was granted and assigned to Oracle on January, 2023 by the United States Patent and Trademark Office.

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TimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Applicant
Oracle
Oracle
Current Assignee
Oracle
Oracle
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11550836
Date of Patent
January 10, 2023
Patent Application Number
17396254
Date Filed
August 6, 2021
Patent Citations
‌
US Patent 10831466 Automatic patch management
Patent Primary Examiner
‌
Mohammad A Sana
CPC Code
‌
G06F 16/313
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G06F 16/951
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G06F 16/2477
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G06F 16/9535
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G06F 40/30
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G06N 20/00
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G06N 5/022
‌
G06K 9/6262
...

A centralized system may collect and aggregate assessments from multiple websites. An aggregate score may be calculated for the resource that cumulatively considers assessments from a plurality of different websites from which assessments are received from users. Text descriptions associated with each of the assessments may be provided to a machine-learning system that uses a trained model to assign identifiers to the assessments as they are received. These identifiers may include common words or text that are descriptive of different facets of user experiences related to receiving and using the resource. After selecting one or more identifiers, assessments associated with that identifier may be included or excluded from the display. Additionally, the overall aggregate score for the resource may be recalculated by removing components of that score that are based on assessments with identifiers that have been selected for exclusion.

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