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:
Oct. 19, 2021
Filed:
Sep. 26, 2018
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Vernon Germano, Bainbridge Island, WA (US);
Kripa Kanchana Sivakumar, Seattle, WA (US);
Xiang Hao, Kenmore, WA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04N 21/25 (2011.01); H04N 21/258 (2011.01); H04N 21/45 (2011.01); H04N 21/466 (2011.01); H04N 21/475 (2011.01); H04N 21/482 (2011.01); G06N 5/04 (2006.01); H04N 21/488 (2011.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04N 21/4668 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04N 21/4532 (2013.01); H04N 21/4756 (2013.01); H04N 21/4884 (2013.01);
Abstract
Methods and apparatus are relating to the use of machine learning techniques to identify unrated content that will be appealing to particular demographics. Using explicit feedback (e.g., star ratings) and implicit feedback (e.g., viewing behavior) for a given demographic, feature sets are extracted from the rated titles and then used to recognize similar titles in unrated content.