公开(公告)号：US20160140600A1

公开(公告)日：2016-05-19

申请号：US15006477

申请日：2016-01-26

Applicant: Facebook, Inc.

Inventor： Michael Dudley Johnson ,  Mathieu Benjamin Tozer ,  Breno Pompeu Roberto

IPC: G06Q30/02 ,  G06Q50/00

CPC classification number: G06Q30/0242 ,  G06F11/36 ,  G06Q30/0201 ,  G06Q30/0277 ,  G06Q50/01

Abstract: In one embodiment, a method includes deploying an application to a plurality of client systems associated with a plurality of users, respectively, wherein the application is installed on each of the client systems, and wherein one or more treatments can be remotely activated on the application, receiving, from a first client system associated with a first user of the plurality of users, a request from the application installed on the first client system to access the application server, determining whether the first user belongs in a treatment group associated with a first treatment, remotely activating the first treatment on the first client system associated with the first user if the first user belongs in the treatment group, and synchronizing activation of the first treatment in response to subsequent access by the first client system.

Abstract translation: 在一个实施例中，一种方法包括将应用分别部署到与多个用户相关联的多个客户端系统，其中所述应用安装在每个客户端系统上，并且其中一个或多个处理可以在应用上远程激活 从与所述多个用户的第一用户相关联的第一客户端系统接收来自安装在所述第一客户端系统上的应用程序访问所述应用服务器的请求，确定所述第一用户是否属于与第一客户端相关联的治疗组 处理，如果第一用户属于治疗组，则在与第一用户相关联的第一客户端系统上远程激活第一处理，以及响应于第一客户端系统的后续访问来同步第一处理的激活。

公开(公告)号：US20160036679A1

公开(公告)日：2016-02-04

申请号：US14882739

申请日：2015-10-14

Applicant: Facebook, Inc.

Inventor： Michael Dudley Johnson ,  Joshua Williams

IPC: H04L12/26 ,  H04W4/02

CPC classification number: H04W4/21 ,  G01C21/3484 ,  G01C21/3617 ,  G01S5/0027 ,  G08G1/096888 ,  G08G1/20 ,  H04L43/0876 ,  H04W4/021 ,  H04W4/029 ,  H04W88/02

Abstract: In one embodiment, a method includes receiving first data indicating a current usage of a mobile device by a user. The method includes accessing second data associated with past user states of the user, where each user state corresponds to a temporal, spatial, or modal accessibility of the user. A future user state of the user is determined based on a weighted set of predictor functions, each predictor function comprising a machine-learned algorithm for a particular user state. The probability of each user state is based on past user states of the second data, wherein each past user state is weighted by a decay factor based on the corresponding time. One of the user states is selected as the future user state, and the operation of the mobile device is adapted at a future time to account for that future user state.

Abstract translation: 在一个实施例中，一种方法包括接收指示用户当前使用移动设备的第一数据。 该方法包括访问与用户的过去用户状态相关联的第二数据，其中每个用户状态对应于用户的时间，空间或模态可及性。 基于预测器功能的加权集合来确定用户的未来用户状态，每个预测器功能包括用于特定用户状态的机器学习算法。 每个用户状态的概率基于第二数据的过去的用户状态，其中每个过去的用户状态基于对应的时间由衰减因子加权。 选择其中一个用户状态作为将来的用户状态，并且移动设备的操作在未来的时间被调整以考虑未来的用户状态。

公开(公告)号：US20150058332A1

公开(公告)日：2015-02-26

申请号：US14526694

申请日：2014-10-29

Applicant: Facebook, Inc.

Inventor： Ryan Patterson ,  Michael Dudley Johnson ,  Erick Tseng

IPC: G06F17/30 ,  H04L12/18

CPC classification number: G06F17/30867 ,  G06F17/30386 ,  G06F17/30554 ,  H04L12/1813

Abstract: In one embodiment, a computing device may access a search query provided by a user; identify a set of search results in response to the search query, wherein one or more search results in the set are associated with a feature of a social-networking system; rank the set of search results based on one or more factors; boost one or more ranks of the one or more search results associated with the feature to bring the feature to the user's attention; and present the set of search results to the user in order of its ranking.

Abstract translation: 在一个实施例中，计算设备可以访问由用户提供的搜索查询; 响应于所述搜索查询识别一组搜索结果，其中所述集合中的一个或多个搜索结果与社交网络系统的特征相关联; 根据一个或多个因素对搜索结果进行排序; 提升与该特征相关联的一个或多个搜索结果的一个或多个等级，以将特征提供给用户的注意力; 并按照排名的顺序向用户呈现一组搜索结果。

公开(公告)号：US20150032866A1

公开(公告)日：2015-01-29

申请号：US13948893

申请日：2013-07-23

Applicant: Facebook, Inc

Inventor： Michael Dudley Johnson ,  Mathieu Benjamin Tozer ,  Breno Pompeu Roberto

IPC: H04L12/24

CPC classification number: G06Q30/0242 ,  G06F11/36 ,  G06Q30/0201 ,  G06Q30/0277 ,  G06Q50/01

Abstract: In one embodiment, a method includes deploying an application to a plurality of client system, providing a treatment of the application to a set of client systems by receiving a request from the client system, determining whether the client system belongs in a treat group, remotely activating the treatment, and synchronizing activation of the treatment in response to subsequent requests, and receiving exposure data from the set of client system identifying exposure of the users to the treatment.

Abstract translation: 在一个实施例中，一种方法包括将应用部署到多个客户端系统，通过接收来自客户端系统的请求，确定客户端系统是否属于对待组，远程地向客户端系统提供处理 激活治疗，以及响应于随后的请求同步治疗的激活，以及从识别用户对治疗的暴露的客户系统集合接收暴露数据。