The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 23, 2022
Filed:
May. 26, 2020
Rovi Guides, Inc., San Jose, CA (US);
Kyle Miller, Durham, NC (US);
ROVI GUIDES, INC., San Jose, CA (US);
Abstract
Systems and methods are described that employ machine learning models to optimize database management. Machine learning models may be utilized to decide whether a new database record needs to be created (e.g., to avoid duplicates) and to decide what record to create. For example, a match machine learning model may be used in combination with an in-database machine learning model and an out-of-policy machine learning model. The match machine learning model may calculate a probability that a newly received database record individually matches respective candidate database records identified in a local database, the in-database machine learning model may calculate a probability that the received database record is in the local database, and the out-of-policy machine learning model may be used to calculate a probability that the newly received database record complies with inclusion rules of the local database.