公开(公告)号：US10290040B1

公开(公告)日：2019-05-14

申请号：US14856149

申请日：2015-09-16

Applicant: Amazon Technologies, Inc.

Inventor： Avishkar Misra ,  Jody David Biggs

IPC: G06Q30/00 ,  G06Q30/06 ,  G06N3/04 ,  G06Q30/02 ,  G06F17/30 ,  H04L29/08 ,  G06N3/08

Abstract: The dimensionality of user data can be reduced in order to allow cross-category data to be used to determine recommendations, advertising, or other supplemental content within a specific category. A first reduction in dimensionality results from rolling up category nodes to higher-level nodes. User data for the higher-level nodes can be used to train a neural network, with a user signature being generated using node values from a hidden layer of the trained model. The user signature can then be used to train a category specific model in order to obtain category-specific recommendations, determine category-specific advertising, or select other supplemental content based at least in part upon cross-category data.

公开(公告)号：US10304082B1

公开(公告)日：2019-05-28

申请号：US14939525

申请日：2015-11-12

Applicant: Amazon Technologies, Inc.

Inventor： Rahul Hemant Bhagat ,  Jody David Biggs

IPC: G06Q30/00 ,  G06Q30/02 ,  G06Q30/06

Abstract: Disclosed are various embodiments for predicting repeated behavior by an entity with respect to a particular item. In some embodiments, a network page including a recommendation for the particular item may be generated according to an expectation of repeated behavior. In some embodiments, an entity requesting results to a search query may be redirected to an alternative network page associated with the particular item instead of a search results page according the expectation of repeated behavior.

公开(公告)号：US11132710B2

公开(公告)日：2021-09-28

申请号：US16383942

申请日：2019-04-15

Applicant: Amazon Technologies, Inc.

Inventor： Rahul Hemant Bhagat ,  Jody David Biggs

IPC: G06Q30/00 ,  G06Q30/02 ,  G06Q30/06

Abstract: Disclosed are various embodiments for predicting repeated behavior by an entity with respect to a particular item. In some embodiments, an entity requesting results to a search query may be redirected to an alternative network page associated with the particular item instead of a search results page according the expectation of repeated behavior.

公开(公告)号：US10943246B1

公开(公告)日：2021-03-09

申请号：US15195913

申请日：2016-06-28

Applicant: Amazon Technologies, Inc.

Inventor： Jody David Biggs ,  Vinod Murli Mamtani

IPC: G06Q30/00 ,  G06Q30/02 ,  G06Q20/38

Abstract: Systems and methods are provided for generating a signed identifier associated with an item offer and a user account. When the identifier is submitted to a computing system to redeem an associated offer, a signature within the identifier may be analyzed to confirm that the identifier has not been modified. An item discount associated with an item offer identified in the identifier may then be applied within the identified user's account based on offer details retrieved from an electronic data store.

公开(公告)号：US10672049B1

公开(公告)日：2020-06-02

申请号：US14494576

申请日：2014-09-23

Applicant: Amazon Technologies, Inc.

Inventor： Jody David Biggs ,  Srijith Ravikumar ,  Brent Russell Smith

IPC: G06Q30/06

Abstract: Systems, methods, and computer-readable media are disclosed for identifying a set of images of child variants of a parent item, identifying a set of colors in the set of images, categorizing the set of colors into color subgroups, identifying a set of representative color(s) for the color subgroups, generating a color value distribution representation for an image of a child variant that indicates a respective number of pixels in the child variant image corresponding to each of one or more representative colors, identifying a color cluster in the color value distribution representation, scoring the color cluster, and selecting a particular color from the color cluster for inclusion in a sample image of the child variant if the color cluster score meets or exceeds a threshold value.

公开(公告)号：US20190244245A1

公开(公告)日：2019-08-08

申请号：US16383942

申请日：2019-04-15

Applicant: Amazon Technologies, Inc.

Inventor： Rahul Hemant Bhagat ,  Jody David Biggs

IPC: G06Q30/02 ,  G06Q30/06

CPC classification number: G06Q30/0255 ,  G06Q30/02 ,  G06Q30/0201 ,  G06Q30/0625 ,  G06Q30/0631

Abstract: Disclosed are various embodiments for predicting repeated behavior by an entity with respect to a particular item. In some embodiments, an entity requesting results to a search query may be redirected to an alternative network page associated with the particular item instead of a search results page according the expectation of repeated behavior.