Amazon Technologies, Inc.

Tri M Cao

Daniel Bruce Lloyd

Samuel A Minter

Brett E Lounsbury

Stephen Brent Ivie

Jeffrey B Slosberg

Joseph Steven Mate

Vishal M Shanbhag

Aaron James Dykstra

Jinesh Udaykumar Vora

Adam Lloyd Days

Michal Maciej Bryc

Stephen Michael Brozovich

Michal M Brye

Systems and methods are provided for selecting components to include in portions of a displayable file. Selecting the components may include determining an order of the components for each portion of the displayable file. The components' order for a given portion may be based on a score for each component, where a component's score is based on an estimated value and standard error associated with the component. The component to include in each portion of the displayable file may be selected based at least in part on the determined component order for each portion and a predetermined priority of each portion.

Systems and methods for selecting components for inclusion in portions of a displayable file

Disclosed are various embodiments for generating recommendations based at least in part on keywords associated with users. In some embodiments, among others, a system includes at least one computing device and a recommendation generator executable in the at least one computing device. The recommendation generator comprises logic that generates a plurality of pools of keywords based at least in part on a plurality of behavioral histories. Each pool corresponds to a behavioral history of a user across a plurality of domains. The recommendation generator also comprises logic that clusters at least a number of the keywords in a cluster across at least two pools including the same keyword and logic that recommends an item based at least in part on the cluster of keywords.

Customer keyword-based item recommendations

Growing community of inventors

Seattle, WA, United States of America

Tri M Cao