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.

Date of Patent:
Oct. 09, 2018

Filed:

Apr. 26, 2013
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

David E. Ralston, San Jose, CA (US);

Daniel Joseph Sherman, San Francisco, CA (US);

Christopher Laurence Bell, Pacifica, CA (US);

Eswar Priyadarshan, Los Altos, CA (US);

Andrew Williams, Mountain View, CA (US);

Assignee:

Apple Inc., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/08 (2006.01); G06Q 30/02 (2012.01); G06Q 30/06 (2012.01);
U.S. Cl.
CPC ...
H04L 67/306 (2013.01); G06Q 30/0255 (2013.01); G06Q 30/0631 (2013.01);
Abstract

A media item recommendation can be based on application purchase data. Application purchase data of a population of users can be used to create application preference clusters that represent unique application preference profiles. Media preference data of the same population of users can be used to create media preference clusters that represent unique media preference profiles. A preference relationship between an application preference cluster and a media preference cluster can be identified based on the number of members of the media preference cluster that are also members of the application preference cluster. Upon receiving a recommendation request from a user, the user's application preference profile can be determined based on the user's application purchase data. A media item can then be recommended based on a media preference cluster that has a preference relationship with an application preference cluster that represents the application preference profile of the user.


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