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:
Mar. 02, 2021
Filed:
Jan. 13, 2017
Amazon Technologies, Inc., Seattle, WA (US);
Pramod Muralidharan, Redmond, WA (US);
Ray Chen, Bothell, WA (US);
Donald Kane, Seattle, WA (US);
Vignesh Kannappan, Sammamish, WA (US);
Hancao Li, Bellevue, WA (US);
Ajay Kant Singh, Bangalore, IN;
Robert Andrew Kreek, Seattle, WA (US);
Richard Bargreen, Seattle, WA (US);
Rui Chen, Bellevue, WA (US);
Michael Luis Collado, Seattle, WA (US);
Kevin Donald Kelly, Bainbridge Island, WA (US);
Shen Li, Issaquah, WA (US);
Sameer Rajendra Rajyaguru, Kenmore, WA (US);
Serguei B. Stepaniants, Redmond, WA (US);
Murali Brahmadesam, Woodinville, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Technologies are disclosed for determining network-accessible content changes based on computed models and providing a long term forecast of user interaction at a network accessible site based upon a short term experiment at the site. A forecast model for a period of time is generated based upon historical data of user interactions at the site. An experiment is run for a short term at the site based upon a potential change at the site. Based upon data obtained during the experiment, scores are generated for a control group (no change) and a treatment group (potential change) and compared. If there are statistically significant differences between the control group and the treatment group scores, the long term forecast may be used to forecast what the long term impact of the experiment would be based upon the short term experiment.