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. 30, 2012
Filed:
Jun. 04, 2012
Corinna Cortes, New York, NY (US);
Sanjiv Kumar, Brooklyn, NY (US);
Ameesh Makadia, New York, NY (US);
Gideon Mann, New York, NY (US);
Jay Yagnik, Mountain View, CA (US);
Ming Zhao, Sunnyvale, CA (US);
Corinna Cortes, New York, NY (US);
Sanjiv Kumar, Brooklyn, NY (US);
Ameesh Makadia, New York, NY (US);
Gideon Mann, New York, NY (US);
Jay Yagnik, Mountain View, CA (US);
Ming Zhao, Sunnyvale, CA (US);
Google Inc., Mountain View, CA (US);
Abstract
A video demographics analysis system selects a training set of videos to use to correlate viewer demographics and video content data. The video demographics analysis system extracts demographic data from viewer profiles related to videos in the training set and creates a set of demographic distributions, and also extracts video data from videos in the training set. The video demographics analysis system correlates the viewer demographics with the video data of videos viewed by that viewer. Using the prediction model produced by the machine learning process, a new video about which there is no a priori knowledge can be associated with a predicted demographic distribution specifying probabilities of the video appealing to different types of people within a given demographic category, such as people of different ages within an age demographic category.