公开(公告)号：US10757202B2

公开(公告)日：2020-08-25

申请号：US14951799

申请日：2015-11-25

Applicant: eBay Inc.

Inventor： Alvaro Bolivar ,  Xiaoyuan Wu ,  Jiaqian Zheng

IPC: H04L29/08 ,  G06F16/9535 ,  G06N5/02 ,  G06Q30/02

Abstract: A method and a system for making contextual recommendations to users on a network-based system. For example, activity associated with a user interacting with a network-based system is tracked. Based, at least in part, on the tracked user activity on the network-based system, a recommendation relationship type is selected. The recommendation relationship type can be either a substitute relationship type or a complement relationship type. A recommended object can be selected based at least in part on the recommendation relationship type and a first object accessed by the user interacting with the network-based system. A recommendation can be generated for the recommended object for presentation to the user interacting with the network-based system.

公开(公告)号：US08756186B2

公开(公告)日：2014-06-17

申请号：US13776092

申请日：2013-02-25

Applicant: eBay Inc.

Inventor： Alvaro Bolivar ,  Xiaoyuan Wu ,  Jiaqian Zheng

IPC: G06F17/00 ,  G06N5/02

CPC classification number: H04L67/22 ,  G06F17/30867 ,  G06N5/02 ,  G06Q30/0255 ,  H04L67/306

Abstract: A method and a system for making contextual recommendations to users on a network-based system. For example, a first and second related category are selected and a relationship score is calculated representing an aspect of the relationship between the first and second related categories. A relationship type is selected to represent the relationship between the first and second categories using the relationship score. The relationship type is one of either a complement or a substitute. A complement relationship indicates a complementary relationship between the first and second related categories. While a substitute relationship indicates a substitutionary relationship between the first and second categories. The relationship type is stored associated with the first and second related categories. Using the selected relationship type, a recommendation is provided to a user on the network-based system.

Abstract translation: 一种在基于网络的系统上向用户提供上下文建议的方法和系统。 例如，选择第一和第二相关类别，并计算表示第一和第二相关类别之间的关系的方面的关系得分。 选择关系类型以使用关系得分表示第一类和第二类之间的关系。 关系类型是补充或替代之一。 互补关系表示第一和第二相关类别之间的互补关系。 替代关系表示第一类和第二类之间的替代关系。 存储与第一和第二相关类别相关联的关系类型。 使用所选择的关系类型，在基于网络的系统上向用户提供建议。

公开(公告)号：US20200344313A1

公开(公告)日：2020-10-29

申请号：US16928801

申请日：2020-07-14

Applicant: eBay Inc.

Inventor： Alvaro Bolivar ,  Xiaoyuan Wu ,  Jiaqian Zheng

IPC: H04L29/08 ,  G06F16/9535 ,  G06N5/02 ,  G06Q30/02

Abstract: A method and a system for making contextual recommendations to users on a network-based system. For example, activity associated with a user interacting with a network-based system is tracked. Based, at least in part, on the tracked user activity on the network-based system, a recommendation relationship type is selected. The recommendation relationship type can be either a substitute relationship type or a complement relationship type. A recommended object can be selected based at least in part on the recommendation relationship type and a first object accessed by the user interacting with the network-based system. A recommendation can be generated for the recommended object for presentation to the user interacting with the network-based system.

公开(公告)号：US20160080509A1

公开(公告)日：2016-03-17

申请号：US14951799

申请日：2015-11-25

Applicant: eBay Inc.

Inventor： Alvaro Bolivar ,  Xiaoyuan Wu ,  Jiaqian Zheng

IPC: H04L29/08 ,  G06Q30/02

Abstract: A method and a system for making contextual recommendations to users on a network-based system. For example, activity associated with a user interacting with a network-based system is tracked. Based, at least in part, on the tracked user activity on the network-based system, a recommendation relationship type is selected. The recommendation relationship type can be either a substitute relationship type or a complement relationship type. A recommended object can be selected based at least in part on the recommendation relationship type and a first object accessed by the user interacting with the network-based system. A recommendation can be generated for the recommended object for presentation to the user interacting with the network-based system.

Abstract translation: 一种在基于网络的系统上向用户提供上下文建议的方法和系统。 例如，跟踪与基于网络的系统交互的用户相关联的活动。 至少部分地基于在基于网络的系统上的跟踪的用户活动，选择推荐关系类型。 推荐关系类型可以是替代关系类型或补体关系类型。 可以至少部分地基于推荐关系类型和由用户与基于网络的系统交互访问的第一对象来选择推荐对象。 可以为推荐的对象生成一个建议，以呈现给与基于网络的系统交互的用户。

公开(公告)号：US20140236879A1

公开(公告)日：2014-08-21

申请号：US14264654

申请日：2014-04-29

Applicant: eBay Inc.

Inventor： Alvaro Bolivar ,  Xiaoyuan Wu ,  Jiaqian Zheng

IPC: G06N5/02

CPC classification number: H04L67/22 ,  G06F17/30867 ,  G06N5/02 ,  G06Q30/0255 ,  H04L67/306

Abstract: A method and a system for making contextual recommendations to users on a network-based system. For example, activity associated with a user interacting with a network-based system is tracked. Based, at least in part, on the tracked user activity on the network-based system, a recommendation relationship type is selected. The recommendation relationship type can be either a substitute relationship type or a complement relationship type. A recommended object can be selected based at least in part on the recommendation relationship type and a first object accessed by the user interacting with the network-based system. A recommendation can be generated for the recommended object for presentation to the user interacting with the network-based system.

Abstract translation: 一种在基于网络的系统上向用户提供上下文建议的方法和系统。 例如，跟踪与基于网络的系统交互的用户相关联的活动被跟踪。 至少部分地基于在基于网络的系统上的跟踪的用户活动，选择推荐关系类型。 推荐关系类型可以是替代关系类型或补体关系类型。 可以至少部分地基于推荐关系类型和由用户与基于网络的系统交互访问的第一对象来选择推荐对象。 可以为推荐的对象生成一个建议，以呈现给与基于网络的系统交互的用户。

公开(公告)号：US20250016241A1

公开(公告)日：2025-01-09

申请号：US18890326

申请日：2024-09-19

Applicant: eBay Inc.

Inventor： Alvaro Bolivar ,  Xiaoyuan Wu ,  Jiaqian Zheng

IPC: H04L67/50 ,  G06F16/9535 ,  G06N5/02 ,  G06Q30/0251 ,  G06Q30/0601 ,  H04L67/306

Abstract: A method and a system for making contextual recommendations to users on a network-based system. For example, activity associated with a user interacting with a network-based system is tracked. Based, at least in part, on the tracked user activity on the network-based system, a recommendation relationship type is selected. The recommendation relationship type can be either a substitute relationship type or a complement relationship type. A recommended object can be selected based at least in part on the recommendation relationship type and a first object accessed by the user interacting with the network-based system. A recommendation can be generated for the recommended object for presentation to the user interacting with the network-based system.

公开(公告)号：US09202170B2

公开(公告)日：2015-12-01

申请号：US14264654

申请日：2014-04-29

Applicant: eBay Inc.

Inventor： Alvaro Bolivar ,  Xiaoyuan Wu ,  Jiaqian Zheng

IPC: G06F17/00 ,  G06N5/02 ,  G06F17/30

CPC classification number: H04L67/22 ,  G06F17/30867 ,  G06N5/02 ,  G06Q30/0255 ,  H04L67/306

Abstract: A method and a system for making contextual recommendations to users on a network-based system. For example, activity associated with a user interacting with a network-based system is tracked. Based, at least in part, on the tracked user activity on the network-based system, a recommendation relationship type is selected. The recommendation relationship type can be either a substitute relationship type or a complement relationship type. A recommended object can be selected based at least in part on the recommendation relationship type and a first object accessed by the user interacting with the network-based system. A recommendation can be generated for the recommended object for presentation to the user interacting with the network-based system.

Abstract translation: 一种在基于网络的系统上向用户提供上下文建议的方法和系统。 例如，跟踪与基于网络的系统交互的用户相关联的活动。 至少部分地基于在基于网络的系统上的跟踪的用户活动，选择推荐关系类型。 推荐关系类型可以是替代关系类型或补体关系类型。 可以至少部分地基于推荐关系类型和由用户与基于网络的系统交互访问的第一对象来选择推荐对象。 可以为推荐的对象生成一个建议，以呈现给与基于网络的系统交互的用户。