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:
Dec. 15, 2020

Filed:

Aug. 01, 2016
Applicant:

Rcrdclub Corporation, New York, NY (US);

Inventors:

Damian Franken Manning, New York, NY (US);

Omar Emad Shams, Jersey City, NJ (US);

Samuel Evan Sandberg, Brooklyn, NY (US);

Assignee:

RCRDCLUB Corporation, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/635 (2019.01); G06F 16/9535 (2019.01); G06Q 30/06 (2012.01); G06F 16/435 (2019.01); G06F 16/904 (2019.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06F 16/635 (2019.01); G06F 16/435 (2019.01); G06F 16/904 (2019.01); G06F 16/9535 (2019.01); G06Q 30/0242 (2013.01); G06Q 30/0251 (2013.01); G06Q 30/0631 (2013.01);
Abstract

In a method for evaluating a performance of a recommender system, a session of M content items consumed by a user can be identified. The session can be defined such that, for each of a first (M-1) content items in the session, a delay time between a completion of consumption of one of the first (M-1) content items and a commencement of consumption of a directly next content item in the session is less than a predetermined duration of time. Content items in a content item-base can be ranked, based on the first (M-1) content items, according to a likelihood of each content item in the content item-base to be consumed next. A session metric can be generated for each content item in the content item-base. The recommender system can be trained based on the session metric for the Mth content item.


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