公开(公告)号：US20220222705A1

公开(公告)日：2022-07-14

申请号：US17557763

申请日：2021-12-21

Applicant: Groupon, Inc.

Inventor： Michael Sussman ,  Jesse Pinho ,  Michael Hines ,  Jim Challenger ,  David Hanley ,  Isaac Sanders ,  Dean Marano

IPC: G06Q30/02

Abstract: Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for predicting consumer behavior. In one embodiment a method is provided comprising automatically creating a link graph comprising nodes representing webpages, links representing hyperlinks, and weights for each link representing a number of times a hyperlink associated with the respective link redirected the a user devices from a webpage associated with a first node connected to the link to a webpage associated with a second node connected to the link; and determining based on the link graph a programmatically expected path for a particular user, wherein the programmatically expected path identifies, at least, two or more webpages that the particular user is programmatically expected to visit and specifying a programmatically expected order at which the particular user will visit the webpages.

公开(公告)号：US11941661B2

公开(公告)日：2024-03-26

申请号：US17557763

申请日：2021-12-21

Applicant: Groupon, Inc.

Inventor： Michael Sussman ,  Jesse Pinho ,  Michael Hines ,  Jim Challenger ,  David Hanley ,  Isaac Sanders ,  Dean Marano

IPC: G06Q30/02 ,  G06Q30/0241 ,  G06Q30/0251 ,  G06F16/835

CPC classification number: G06Q30/0255 ,  G06Q30/0277 ,  G06F16/835

Abstract: Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for predicting consumer behavior. In one embodiment a method is provided comprising automatically creating a link graph comprising nodes representing webpages, links representing hyperlinks, and weights for each link representing a number of times a hyperlink associated with the respective link redirected the a user devices from a webpage associated with a first node connected to the link to a webpage associated with a second node connected to the link; and determining based on the link graph a programmatically expected path for a particular user, wherein the programmatically expected path identifies, at least, two or more webpages that the particular user is programmatically expected to visit and specifying a programmatically expected order at which the particular user will visit the webpages.

公开(公告)号：US20200311769A1

公开(公告)日：2020-10-01

申请号：US16845617

申请日：2020-04-10

Applicant: Groupon, Inc.

Inventor： Michael Sussman ,  Jesse Pinho ,  Michael Hines ,  Jim Challenger ,  David Hanley ,  Isaac Sanders ,  Dean Marano

IPC: G06Q30/02

Abstract: Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for predicting consumer behavior. In one embodiment a method is provided comprising automatically creating a link graph comprising nodes representing webpages, links representing hyperlinks, and weights for each link representing a number of times a hyperlink associated with the respective link redirected the a user devices from a webpage associated with a first node connected to the link to a webpage associated with a second node connected to the link; and determining based on the link graph a programmatically expected path for a particular user, wherein the programmatically expected path identifies, at least, two or more webpages that the particular user is programmatically expected to visit and specifying a programmatically expected order at which the particular user will visit the webpages.

公开(公告)号：US10740793B1

公开(公告)日：2020-08-11

申请号：US15280738

申请日：2016-09-29

Applicant: Groupon, Inc.

Inventor： Michael Sussman ,  Jesse Pinho ,  Michael Hines ,  Jim Challenger ,  David Hanley ,  Isaac Sanders ,  Dean Marano

IPC: G06Q30/00 ,  G06Q30/02

Abstract: Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for predicting consumer behavior. In one embodiment a method is provided comprising automatically creating a link graph comprising nodes representing webpages, links representing hyperlinks, and weights for each link representing a number of times a hyperlink associated with the respective link redirected the a user devices from a webpage associated with a first node connected to the link to a webpage associated with a second node connected to the link; and determining based on the link graph a programmatically expected path for a particular user, wherein the programmatically expected path identifies, at least, two or more webpages that the particular user is programmatically expected to visit and specifying a programmatically expected order at which the particular user will visit the webpages.

公开(公告)号：US20240281848A1

公开(公告)日：2024-08-22

申请号：US18582911

申请日：2024-02-21

Applicant: Groupon, Inc.

Inventor： Michael Sussman ,  Jesse Pinho ,  Michael Hines ,  Jim Challenger ,  David Hanley ,  Isaac Sanders ,  Dean Marano

IPC: G06Q30/0251 ,  G06F16/835 ,  G06Q30/0241

CPC classification number: G06Q30/0255 ,  G06Q30/0277 ,  G06F16/835

Abstract: Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for predicting consumer behavior. In one embodiment a method is provided comprising automatically creating a link graph comprising nodes representing webpages, links representing hyperlinks, and weights for each link representing a number of times a hyperlink associated with the respective link redirected the a user devices from a webpage associated with a first node connected to the link to a webpage associated with a second node connected to the link; and determining based on the link graph a programmatically expected path for a particular user, wherein the programmatically expected path identifies, at least, two or more webpages that the particular user is programmatically expected to visit and specifying a programmatically expected order at which the particular user will visit the webpages.

公开(公告)号：US11238496B2

公开(公告)日：2022-02-01

申请号：US16845617

申请日：2020-04-10

Applicant: Groupon, Inc.

Inventor： Michael Sussman ,  Jesse Pinho ,  Michael Hines ,  Jim Challenger ,  David Hanley ,  Isaac Sanders ,  Dean Marano

IPC: G06Q30/02

Abstract: Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for predicting consumer behavior. In one embodiment a method is provided comprising automatically creating a link graph comprising nodes representing webpages, links representing hyperlinks, and weights for each link representing a number of times a hyperlink associated with the respective link redirected the a user devices from a webpage associated with a first node connected to the link to a webpage associated with a second node connected to the link; and determining based on the link graph a programmatically expected path for a particular user, wherein the programmatically expected path identifies, at least, two or more webpages that the particular user is programmatically expected to visit and specifying a programmatically expected order at which the particular user will visit the webpages.