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:
Jul. 18, 2017
Filed:
Mar. 09, 2012
Hao Wang, Beijing, CN;
Alvin Chin, Beijing, CN;
Hao Wang, Beijing, CN;
Hrishikesh Brahmakal, Espoo, FI;
Ari Aarnio, Espoo, FI;
Hao Wang, Beijing, CN;
Alvin Chin, Beijing, CN;
Hao Wang, Beijing, CN;
Hrishikesh Brahmakal, Espoo, FI;
Ari Aarnio, Espoo, FI;
NOKIA CORPORATION, Espoo, FI;
Abstract
An approach is provided for determining one or more recommendations based on an incremental update of a recommendation model. An incremental platform causes, at least in part, a categorization of activity information into a plurality of subsets based, at least in part, on one or more user groups, one or more item groups, at least one update time for at least one recommendation model associated with the activity information, or a combination thereof. The incremental platform further processes and/or facilitates a processing of the activity information based, at least in part, on the categorization to determine whether to perform an incremental update of the at least one recommendation model. The incremental platform also determines one or more recommendations based, at least in part, on the at least one recommendation model, the incremental update, or a combination thereof.