公开(公告)号：US20160191438A1

公开(公告)日：2016-06-30

申请号：US15060059

申请日：2016-03-03

Applicant: FACEBOOK, INC.

Inventor： Wayne Kao ,  Ken Deeter ,  Bo Zhang ,  Charles Jolley

IPC: H04L12/58 ,  G06F3/0484 ,  G06F3/0481

CPC classification number: H04L51/12 ,  G06F3/0481 ,  G06F3/04842 ,  H04L51/32

Abstract: A method for filtering a notification being provided from an application to a user of a social networking system based on an action of the user is described. The method starts by receiving the notification from the application to the user. If the notification is a first notification sent from the application to the user, the notification is displayed to the user with (i) a prompting message that includes a selectable opt in image, and (ii) a selectable opt out image. The prompting message includes a request to opt in to receiving notifications from the application. If the notification is not the first notification sent from the application to the user, the method determines whether to display the notification to the user by determining whether the user previously opted in to notifications from the application and whether click-through rate (CTR) of notifications from the application is greater than CTR threshold.

Abstract translation: 描述了基于用户的动作来过滤从应用程序向社交网络系统的用户提供的通知的方法。 该方法从接收来自应用程序的通知给用户开始。 如果通知是从应用程序发送给用户的第一通知，则通知（i）包括可选择选择加入图像的提示消息和（ii）可选择选择退出图像，向用户显示该通知。 提示消息包括选择接收来自应用程序的通知的请求。 如果通知不是从应用程序发送给用户的第一个通知，则该方法通过确定用户是否先前选择了来自应用程序的通知以及点击率（CTR）是否向用户显示通知 来自应用程序的通知大于CTR阈值。

公开(公告)号：US20140172995A1

公开(公告)日：2014-06-19

申请号：US13716036

申请日：2012-12-14

Applicant: Facebook., Inc.

Inventor： Ken Taro Deeter ,  Wayne Kao ,  Charles Jolley ,  Bo Zhang ,  Andrew Song

IPC: H04L12/58

CPC classification number: H04L51/32 ,  G06Q50/01 ,  H04L51/12 ,  H04L51/24

Abstract: A social networking system notifies its users of different events and actions taking place inside the social networking system. To present notifications that are most likely to be of interest to the user, the social networking system observes the interactions of the user with notifications presented to the user and suggests an option to opt-out of notifications associated with a source based on the observed interactions. The option to opt-out of notifications associated with the source may be presented if the users interactions with the notifications presented are below a threshold. Notifications associated with a social group are presented to the user based on factors describing the group and the relation between the user and other users of the social group, for example, seniority of the user, size of the group, and the rate at which user actions associated with the group are received.

Abstract translation: 社交网络系统通知用户在社交网络系统内发生的不同事件和行为。 为了呈现用户最感兴趣的通知，社交网络系统观察用户与呈现给用户的通知的交互，并建议基于观察到的交互来选择退出与源相关联的通知的选项 。 如果用户与所呈现的通知的交互低于阈值，则可以显示选择退出与源相关联的通知的选项。 基于描述组的因素和用户与社会群体的其他用户之间的关系，例如用户的年龄，组的大小以及用户的比例，向用户呈现与社交组相关联的通知 接收与该组相关联的动作。

公开(公告)号：US10515086B2

公开(公告)日：2019-12-24

申请号：US15436822

申请日：2017-02-19

Applicant: Facebook, Inc.

Inventor： Charles Jolley ,  Michael Hanson ,  Chandrasekhar Iyer ,  Heidi Young ,  David Baggeroer

IPC: G06F16/248 ,  G06F16/242 ,  G06F3/0482 ,  G06F3/0485

Abstract: A set of search results associated with a query is received, the set of search results including for each of search result in at least a subset of the set an indication of an evidence based at least in part on which the search result was included in the set of search results. A search result display interface is generated in which at least a displayed subset of search results are displayed, the search result display interface include for each of at least a subset of the displayed search results an indication of the corresponding evidence based on which that search result was included in the set of search results.

公开(公告)号：US10447632B2

公开(公告)日：2019-10-15

申请号：US15060059

申请日：2016-03-03

Applicant: FACEBOOK, INC.

Inventor： Wayne Kao ,  Ken Deeter ,  Bo Zhang ,  Charles Jolley

IPC: G06F3/0481 ,  H04L12/58 ,  G06F3/0484

Abstract: A method for filtering a notification being provided from an application to a user of a social networking system based on an action of the user is described. The method starts by receiving the notification from the application to the user. If the notification is a first notification sent from the application to the user, the notification is displayed to the user with (i) a prompting message that includes a selectable opt in image, and (ii) a selectable opt out image. The prompting message includes a request to opt in to receiving notifications from the application. If the notification is not the first notification sent from the application to the user, the method determines whether to display the notification to the user by determining whether the user previously opted in to notifications from the application and whether click-through rate (CTR) of notifications from the application is greater than CTR threshold.

公开(公告)号：US10135931B2

公开(公告)日：2018-11-20

申请号：US14993534

申请日：2016-01-12

Applicant: Facebook, Inc.

Inventor： Erick Tseng ,  Matthew Cahill ,  Neel Ishwar Murarka ,  Charles Jolley

IPC: G06F15/16 ,  H04L29/08 ,  G06Q30/02 ,  H04W4/21 ,  G06Q10/10 ,  H04L29/06 ,  H04W4/02 ,  G06Q50/00 ,  G06F12/00

Abstract: In one embodiment, a method includes accessing geolocation data indicating a current geolocation of a client device of a user; identifying one or more categories of interest to the user based at least in part on social information of the user; identifying one or more objects based at least in part on the current geolocation; and determining one or more recommendations for the user based at least in part on a calculated interest value of each identified object. The calculated interest value is based at least in part on the identified categories of interest to the user. The method also includes providing the recommendations for transmission to the client device. The recommendations include one or more of the identified objects.

公开(公告)号：US09992290B2

公开(公告)日：2018-06-05

申请号：US15147717

申请日：2016-05-05

Applicant: Facebook, Inc.

Inventor： Erick Tseng ,  Matthew Cahill ,  Neel Ishwar Murarka ,  Charles Jolley

IPC: G06F15/16 ,  H04L29/08 ,  H04L29/06 ,  H04W4/02 ,  G06Q10/10 ,  G06Q30/02 ,  H04W4/20 ,  H04W4/00 ,  G06F12/00

CPC classification number: H04L67/18 ,  G06Q10/10 ,  G06Q30/0242 ,  G06Q30/0269 ,  H04L29/06 ,  H04L65/403 ,  H04L67/10 ,  H04W4/02 ,  H04W4/021 ,  H04W4/023 ,  H04W4/21 ,  H04W4/60

Abstract: In one embodiment, a method includes accessing geolocation data indicating a first geolocation of a mobile computing device of a user of a social-networking system. The social-networking system including a graph that includes a number of nodes and edges connecting the nodes. A first node in the graph corresponds to the user. The method also includes identifying one or more second nodes in the graph connected to the first node. Each of the second nodes being associated with a second geolocation. Each of the second nodes being connected to the first node within a pre-determined threshold number of degrees of separation with at least one edge corresponding to the activity socially relevant to the user. Each edge in the graph represents a single degree of separation within the graph. The identifying being based on a determination that the second geolocation is within a pre-determined threshold distance of the first geolocation.

公开(公告)号：US20160127485A1

公开(公告)日：2016-05-05

申请号：US14993534

申请日：2016-01-12

Applicant: Facebook, Inc.

Inventor： Erick Tseng ,  Matthew Cahill ,  Neel Ishwar Murarka ,  Charles Jolley

IPC: H04L29/08 ,  G06Q30/02

CPC classification number: H04L67/18 ,  G06Q10/10 ,  G06Q30/0242 ,  G06Q30/0255 ,  G06Q30/0261 ,  G06Q30/0267 ,  G06Q30/0269 ,  G06Q50/01 ,  H04L29/06 ,  H04L65/4084 ,  H04L67/22 ,  H04L67/306 ,  H04W4/02 ,  H04W4/21

Abstract: In one embodiment, a method includes accessing geolocation data indicating a current geolocation of a client device of a user; identifying one or more categories of interest to the user based at least in part on social information of the user; identifying one or more objects based at least in part on the current geolocation; and determining one or more recommendations for the user based at least in part on a calculated interest value of each identified object. The calculated interest value is based at least in part on the identified categories of interest to the user. The method also includes providing the recommendations for transmission to the client device. The recommendations include one or more of the identified objects.

Abstract translation: 在一个实施例中，一种方法包括访问指示用户的客户端设备的当前地理位置的地理位置数据; 至少部分地基于用户的社交信息来识别用户的一个或多个兴趣类别; 至少部分地基于当前的地理位置识别一个或多个对象; 以及至少部分地基于所计算的每个识别对象的兴趣值来确定针对用户的一个或多个建议。 所计算的利息值至少部分地基于所识别的用户感兴趣的类别。 该方法还包括向客户端设备提供传输建议。 建议包括一个或多个识别的对象。

公开(公告)号：US20160248863A1

公开(公告)日：2016-08-25

申请号：US15147717

申请日：2016-05-05

Applicant: Facebook, Inc.

Inventor： Erick Tseng ,  Matthew Cahill ,  Neel Ishwar Murarka ,  Charles Jolley

IPC: H04L29/08 ,  H04W4/00 ,  H04W4/20 ,  H04L29/06 ,  H04W4/02

CPC classification number: H04L67/18 ,  G06Q10/10 ,  G06Q30/0242 ,  G06Q30/0269 ,  H04L29/06 ,  H04L65/403 ,  H04L67/10 ,  H04W4/02 ,  H04W4/021 ,  H04W4/023 ,  H04W4/21 ,  H04W4/60

Abstract: In one embodiment, a method includes accessing geolocation data indicating a first geolocation of a mobile computing device of a user of a social-networking system. The social-networking system including a graph that includes a number of nodes and edges connecting the nodes. A first node in the graph corresponds to the user. The method also includes identifying one or more second nodes in the graph connected to the first node. Each of the second nodes being associated with a second geolocation. Each of the second nodes being connected to the first node within a pre-determined threshold number of degrees of separation with at least one edge corresponding to the activity socially relevant to the user. Each edge in the graph represents a single degree of separation within the graph. The identifying being based on a determination that the second geolocation is within a pre-determined threshold distance of the first geolocation.

Abstract translation: 在一个实施例中，一种方法包括访问指示社交网络系统的用户的移动计算设备的第一地理定位的地理定位数据。 该社交网络系统包括包括连接节点的多个节点和边缘的图形。 图中的第一个节点对应于用户。 该方法还包括识别连接到第一节点的图中的一个或多个第二节点。 每个第二节点与第二地理位置相关联。 每个第二节点在预定的阈值数目的分离度之内连接到第一节点，其中至少一个边缘对应于与用户社交相关的活动。 图中的每个边都表示图中的单一分离度。 所述识别基于所述第二地理位置在所述第一地理位置的预定阈值距离内的确定。

公开(公告)号：US09391944B2

公开(公告)日：2016-07-12

申请号：US13716036

申请日：2012-12-14

Applicant: Facebook, Inc.

Inventor： Ken Taro Deeter ,  Wayne Kao ,  Charles Jolley ,  Bo Zhang ,  Andrew Song

IPC: G06F15/16 ,  H04L12/58 ,  G06Q50/00

CPC classification number: H04L51/32 ,  G06Q50/01 ,  H04L51/12 ,  H04L51/24

Abstract: A social networking system notifies its users of different events and actions taking place inside the social networking system. To present notifications that are most likely to be of interest to the user, the social networking system observes the interactions of the user with notifications presented to the user and suggests an option to opt-out of notifications associated with a source based on the observed interactions. The option to opt-out of notifications associated with the source may be presented if the users interactions with the notifications presented are below a threshold. Notifications associated with a social group are presented to the user based on factors describing the group and the relation between the user and other users of the social group, for example, seniority of the user, size of the group, and the rate at which user actions associated with the group are received.

Abstract translation: 社交网络系统通知用户在社交网络系统内发生的不同事件和行为。 为了呈现用户最感兴趣的通知，社交网络系统观察用户与呈现给用户的通知的交互，并建议基于观察到的交互来选择退出与源相关联的通知的选项 。 如果用户与所呈现的通知的交互低于阈值，则可以显示选择退出与源相关联的通知的选项。 基于描述组的因素和用户与社会群体的其他用户之间的关系，例如用户的年龄，组的大小以及用户的比例，向用户呈现与社交组相关联的通知 接收与该组相关联的动作。

公开(公告)号：US09306888B2

公开(公告)日：2016-04-05

申请号：US13844720

申请日：2013-03-15

Applicant: FACEBOOK, INC.

Inventor： Wayne Kao ,  Ken Deeter ,  Bo Zhang ,  Charles Jolley

IPC: H04L12/58

CPC classification number: H04L51/12 ,  G06F3/0481 ,  G06F3/04842 ,  H04L51/32

Abstract: A method for filtering a notification being provided from an application to a user of a social networking system based on an action of the user is described. The method starts by receiving the notification from the application to the user. If the notification is a first notification sent from the application to the user, the notification is displayed to the user with (i) a prompting message that includes a selectable opt in image, and (ii) a selectable opt out image. The prompting message includes a request to opt in to receiving notifications from the application. If the notification is not the first notification sent from the application to the user, the method determines whether to display the notification to the user by determining whether the user previously opted in to notifications from the application and whether click-through rate (CTR) of notifications from the application is greater than CTR threshold.

Abstract translation: 描述了基于用户的动作来过滤从应用程序向社交网络系统的用户提供的通知的方法。 该方法从接收来自应用程序的通知给用户开始。 如果通知是从应用程序发送给用户的第一通知，则通知（i）包括可选择选择加入图像的提示消息和（ii）可选择选择退出图像，向用户显示该通知。 提示消息包括选择接收来自应用程序的通知的请求。 如果通知不是从应用程序发送给用户的第一个通知，则该方法通过确定用户是否先前选择了来自应用程序的通知以及点击率（CTR）是否向用户显示通知 来自应用程序的通知大于CTR阈值。