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公开(公告)号：US11263543B2
公开(公告)日：2022-03-01
申请号：US15228128
申请日：2016-08-04
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
IPC: G06N5/04 , G06N20/00 , G06F16/2457 , G06F16/9535 , G06Q30/02
Abstract: A method includes identifying a graph of a social network, the graph including nodes and edges, each edge connects two nodes, some of the plurality of nodes represent members of the social network, some edges of the plurality of edges represent a relationship between two associated nodes, creating a first taste profile for a first member node, the taste profile identifying a first entity of interest to the first member, identifying a second member node based on an absence of a second taste profile for the second member node, the second member node is connected to the first member node, determining that the second member node is connected to the first member node, creating a second taste profile for the second member node using the first taste profile, and providing a recommendation to a member associated with the second member node based on the created second taste profile.
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公开(公告)号：US20150142711A1
公开(公告)日：2015-05-21
申请号：US14609267
申请日：2015-01-29
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
CPC classification number: G06N5/048 , G06F17/30522 , G06F17/30867 , G06N99/005 , G06Q30/02
Abstract: The present disclosure provides a recommendation to a user through a computer-based advice facility, comprising collecting topical information, wherein the collected topical information includes an interestingness aspect; filtering the collected topical information based on the interestingness aspect; determining an interestingness rating from the collected topical information, wherein the determining is through the computer-based advice facility; and providing a user with the recommendation related to the topical information based on the interestingness rating.
Abstract translation: 本公开通过基于计算机的建议设施向用户提供建议，包括收集主题信息，其中所收集的话题信息包括趣味性方面; 基于有趣的方面过滤所收集的主题信息; 从所收集的主题信息确定兴趣等级，其中所述确定是通过基于计算机的建议设施; 以及基于感兴趣等级向用户提供与主题信息相关的推荐。
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3.发明授权Inferring user preferences from an internet based social interactive construct 有权从基于互联网的社交互动结构中推荐用户偏好公开(公告)号：US09245231B2
公开(公告)日：2016-01-26
申请号：US14598150
申请日：2015-01-15
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
CPC classification number: G06Q30/0631 , G06N5/04 , G06N5/048 , G06N99/005 , G06Q30/02 , G06Q50/01
Abstract: In embodiments of the present invention improved capabilities are described for a computer program product embodied in a computer readable medium that, when executing on one or more computers, helps determine an unknown user's preferences through the use of internet based social interactive graphical representations on a computer facility by performing the steps of (1) ascertaining preferences of a plurality of users who are part of an inter-net based social interactive construct, wherein the plurality of users become a plurality of known users; (2) determining the internet based social interactive graphical representation for the plurality of known users; and (3) inferring the preferences of an unknown user present in the interact based social interactive graphical representation of the plurality of known users based on the interrelationships between the unknown user and the plurality of known users within the graphical representation.
Abstract translation: 在本发明的实施例中，针对体现在计算机可读介质中的计算机程序产品描述了改进的能力，当在一个或多个计算机上执行时，通过在计算机上使用基于互联网的社交交互式图形表示来帮助确定未知用户的偏好 通过执行以下步骤：（1）确定作为基于网间的社交交互式构造的一部分的多个用户的偏好，其中所述多个用户成为多个已知用户; （2）确定用于所述多个已知用户的基于因特网的社交交互图形表示; 以及（3）基于图形表示内的未知用户与多个已知用户之间的相互关系，推断存在于多个已知用户的基于交互的社交交互图形表示中的未知用户的偏好。
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公开(公告)号：US20150186383A1
公开(公告)日：2015-07-02
申请号：US14659127
申请日：2015-03-16
Applicant: EBAY INC.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
CPC classification number: G06F17/3053 , G06F17/30395 , G06F17/3071 , G06F17/30867 , G06N5/045 , G06N5/048 , G06N99/005
Abstract: According to various embodiments, a ratings matrix including matrix values is generated, each row of the ratings matrix identifying one of a plurality of users, each column of the ratings matrix identifying one of a plurality of items, and each of the matrix values corresponding to a known affinity rating describing a degree of affinity associated with one of the users and one of the items. The ratings matrix may include a missing entry representing an unknown affinity rating. According to various embodiments, a revised ratings matrix is generated by factoring the ratings matrix into a user matrix and an item matrix, the revised ratings matrix being the product of the user matrix and the item matrix and including at least one entry representing a predicted affinity rating in place of the missing entry.
Abstract translation: 根据各种实施例，生成包括矩阵值的评价矩阵，评估矩阵的每行标识多个用户中的一个，评估矩阵的每一列标识多个项目中的一个，并且每个矩阵值对应于 描述与用户之一和项目之一相关联的亲和度的已知关联度。 评级矩阵可以包括表示未知亲和度等级的丢失条目。 根据各种实施例，通过将评级矩阵分解为用户矩阵和项目矩阵来生成修订的评级矩阵，修订的评级矩阵是用户矩阵和项目矩阵的乘积，并且包括表示预测亲和度的至少一个条目 评级代替缺少的条目。
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公开(公告)号：US20150127597A1
公开(公告)日：2015-05-07
申请号：US14595016
申请日：2015-01-12
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
IPC: G06N5/04
CPC classification number: G06Q30/0631 , G06N5/04 , G06N5/048 , G06N99/005 , G06Q30/02 , G06Q50/01
Abstract: In embodiments of the present invention improved capabilities are described for a computer program product embodied in a computer readable medium that, when executing on one or more computers, helps determine an unknown user's preferences through the use of internet based social interactive graphical representations on a computer facility by performing the steps of (1) ascertaining preferences of a plurality of users who are part of an internet based social interactive construct, wherein the plurality of users become a plurality of known users; (2) determining the internet based social interactive graphical representation for the plurality of known users; and (3) inferring the preferences of an unknown user present in the internet based social interactive graphical representation of the plurality of known users based on the interrelationships between the unknown user and the plurality of known users within the graphical representation.
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Patent Agency Ranking
公开(公告)号：US20160253738A1
公开(公告)日：2016-09-01
申请号：US15149549
申请日：2016-05-09
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
CPC classification number: G06Q30/0631 , G06N5/04 , G06N5/048 , G06N99/005 , G06Q30/02 , G06Q50/01
Abstract: In embodiments of the present invention improved capabilities are described for a computer program product embodied in a computer readable medium that, when executing on one or more computers, helps determine an unknown user's preferences through the use of internet based social interactive graphical representations on a computer facility by performing the steps of (1) ascertaining preferences of a plurality of users who are part of an internet based social interactive construct, wherein the plurality of users become a plurality of known users; (2) determining the internet based social interactive graphical representation for the plurality of known users; and (3) inferring the preferences of an unknown user present in the internet based social interactive graphical representation of the plurality of known users based on the interrelationships between the unknown user and the plurality of known users within the graphical representation.
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7.发明授权Inferring user preferences from an internet based social interactive construct 有权从基于互联网的社交互动结构中推荐用户偏好公开(公告)号：US09037531B2
公开(公告)日：2015-05-19
申请号：US13945274
申请日：2013-07-18
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
CPC classification number: G06Q30/0631 , G06N5/04 , G06N5/048 , G06N99/005 , G06Q30/02 , G06Q50/01
Abstract: In embodiments of the present invention improved capabilities are described for a computer program product embodied in a computer readable medium that, when executing on one or more computers, helps determine an unknown user's preferences through the use of internet based social interactive graphical representations on a computer facility by performing the steps of (1) ascertaining preferences of a plurality of users who are part of an internet based social interactive construct, wherein the plurality of users become a plurality of known users; (2) determining the internet based social interactive graphical representation for the plurality of known users; and (3) inferring the preferences of an unknown user present in the internet based social interactive graphical representation of the plurality of known users based on the interrelationships between the unknown user and the plurality of known users within the graphical representation.
Abstract translation: 在本发明的实施例中，针对体现在计算机可读介质中的计算机程序产品描述了改进的能力，当在一个或多个计算机上执行时，通过在计算机上使用基于互联网的社交交互式图形表示来帮助确定未知用户的偏好 通过执行以下步骤（1）确定作为基于因特网的社交交互构造的一部分的多个用户的偏好，其中所述多个用户变为多个已知用户; （2）确定用于所述多个已知用户的基于因特网的社交交互图形表示; 以及（3）基于图形表示内的未知用户与多个已知用户之间的相互关系，推断存在于基于因特网的多个已知用户的基于互联网的社交交互图形表示中的未知用户的偏好。
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公开(公告)号：US20150127586A1
公开(公告)日：2015-05-07
申请号：US14598150
申请日：2015-01-15
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
CPC classification number: G06Q30/0631 , G06N5/04 , G06N5/048 , G06N99/005 , G06Q30/02 , G06Q50/01
Abstract: In embodiments of the present invention improved capabilities are described for a computer program product embodied in a computer readable medium that, when executing on one or more computers, helps determine an unknown user's preferences through the use of internet based social interactive graphical representations on a computer facility by performing the steps of (1) ascertaining preferences of a plurality of users who are part of an inter-net based social interactive construct, wherein the plurality of users become a plurality of known users; (2) determining the internet based social interactive graphical representation for the plurality of known users; and (3) inferring the preferences of an unknown user present in the interact based social interactive graphical representation of the plurality of known users based on the interrelationships between the unknown user and the plurality of known users within the graphical representation.
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公开(公告)号：US11188839B2
公开(公告)日：2021-11-30
申请号：US15228128
申请日：2016-08-04
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
IPC: G06N5/04 , G06N20/00 , G06F16/2457 , G06F16/9535 , G06Q30/02
Abstract: A method includes identifying a graph of a social network, the graph including nodes and edges, each edge connects two nodes, some of the plurality of nodes represent members of the social network, some edges of the plurality of edges represent a relationship between two associated nodes, creating a first taste profile for a first member node, the taste profile identifying a first entity of interest to the first member, identifying a second member node based on an absence of a second taste profile for the second member node, the second member node is connected to the first member node, determining that the second member node is connected to the first member node, creating a second taste profile for the second member node using the first taste profile, and providing a recommendation to a member associated with the second member node based on the created second taste profile.
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公开(公告)号：US09443199B2
公开(公告)日：2016-09-13
申请号：US14609267
申请日：2015-01-29
Applicant: eBay Inc.
Inventor： Thomas Pinckney , Christopher Dixon , Matthew Ryan Gattis
CPC classification number: G06N5/048 , G06F17/30522 , G06F17/30867 , G06N99/005 , G06Q30/02
Abstract: The present disclosure provides a recommendation to a user through a computer-based advice facility, comprising collecting topical information, wherein the collected topical information includes an interestingness aspect; filtering the collected topical information based on the interestingness aspect; determining an interestingness rating from the collected topical information, wherein the determining is through the computer-based advice facility; and providing a user with the recommendation related to the topical information based on the interestingness rating.
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