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:
May. 26, 2026
Filed:
Mar. 21, 2023
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Cheng Peng, Thousand Oaks, CA (US);
Gordan Kuvac, Renton, WA (US);
Pedro Simoes Trindade, Tampa, FL (US);
MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US);
Abstract
A recommendation system generates recommendations for data subjects. A plurality of time series data that includes a set of time series data corresponding to each data subject of a plurality of data subjects are received. Data subjects are segmented into groups according to a clustering algorithm applied to the sets of time series data. Implicit ratings for the data subjects are determined. The implicit ratings include an implicit rating determined for each data subject based on a group into which the data subject is segmented. A recommendation for a first data subject of the plurality of data subjects is generated using a neural network model based on the determined implicit ratings. The recommendation includes an actionable insight associated with the first data subject. In a further example, the neural network model is a deep recommendation model.