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公开(公告)号：US20200029240A1
公开(公告)日：2020-01-23
申请号：US16226477
申请日：2018-12-19
Applicant: Facebook, Inc.
Inventor： Ying Li , Martinus Arnold de Jongh , Vincent Gonguet
Abstract: In one embodiment, a computing system determines quality of experience metrics and root-cause metrics for geographic areas connected by a communication network based on application data. The system determines that one or more of the geographic areas have low quality of experience based on the quality of experience metrics and a first set of criteria which includes one or more first thresholds for the quality of experience metrics. The system determines causes for the low quality of experience in each associated geographic area having low quality of experience based on the root-cause metrics and a second set of criteria which includes one or more second thresholds and is looser than the first set of criteria. The system determines a solution recommendation for the low quality of experience in each associated geographic area based on the causes of the low quality of experience of that geographic area.
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公开(公告)号：US20180336582A1
公开(公告)日：2018-11-22
申请号：US15596917
申请日：2017-05-16
Applicant: Facebook, Inc.
Inventor： Vincent Gonguet , Bogdan State
Abstract: Systems, methods, and non-transitory computer-readable media can generate a set of clusters using sample content items in which a set of user features are represented, the sample content items being clustered based at least in part on their similarity to one another; obtain one or more content items that capture a set of user features corresponding to a given user; determine that the user corresponds to a given cluster in the set of clusters based at least in part on the features of the user; and assign an avatar associated with the cluster to the user.
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23.发明申请公开(公告)号：US20180144349A1
公开(公告)日：2018-05-24
申请号：US15359493
申请日：2016-11-22
Applicant: Facebook, Inc.
Inventor： Aude Hofleitner , Bogdan State , Vincent Gonguet , Andreas Gros , Timothee Charles Carnus
CPC classification number: G06Q30/0201 , G06Q50/01 , H04L41/142
Abstract: Systems, methods, and non-transitory computer readable media can determine a geographical region associated with a service provider. An average value of a metric for subscribers of the service provider in the geographical region can be determined, where the subscribers include users of a system. A demographic subset of the subscribers can be determined based on one or more attributes associated with the subscribers. A skew score for the demographic subset can be determined, where the skew score is indicative of a variation of the demographic subset from the average value of the metric.
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公开(公告)号：US20220086053A1
公开(公告)日：2022-03-17
申请号：US17537992
申请日：2021-11-30
Applicant: Facebook, Inc.
Inventor： Vincent Gonguet , Martinus Arnold de Jongh , Emre Tepedelenlioglu , Won Hee Park , Austin Chang
IPC: H04L12/24
Abstract: In one embodiment, a computing system may receive a request for a measurement project of a communication network for a geographic region of interest. The computing system may identify network metrics for control regions. The control regions may comprise geographic regions connected by the communication network. The network metrics may comprise features that measure a change in a value of a corresponding network metric during a particular time period. The computing system may determine, based on a comparison between a first control region and a second control region, whether a first network metric has a change greater than a pre-determined threshold after a first network deployment. The computing system may send, responsive to the request for the measurement project, instructions for presenting a measurement result summary for a second network deployment based on the determined change after the first network deployment is greater than the pre-determined threshold.
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公开(公告)号：US20200336923A1
公开(公告)日：2020-10-22
申请号：US16389226
申请日：2019-04-19
Applicant: Facebook, Inc.
Inventor： Ying Li , Vincent Gonguet , Martinus Arnold de Jongh
Abstract: In one embodiment, a computing system may collect data samples associated with a geographic area of interest covered by a communication network. The system may aggregate the data samples into data points. The system may split the aggregated data points into two sets of data points using a first threshold of a first network metric. The system may determine a trend of a second network metric over the first network metric based on regression on the two sets of data points. The system may determine a predicted gain of the second network metric for a network enhancement operation based on the trend of the second network metric and a reference value of the first network metric. The system may generate network optimization recommendations for the geographic area of interest based at least in part on the predicted gain of the second network metric.
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Patent Agency Ranking
公开(公告)号：US10425832B1
公开(公告)日：2019-09-24
申请号：US16122837
申请日：2018-09-05
Applicant: Facebook, Inc.
Inventor： Erik Zawadzki , Birce Tezel , John Martin , Paul Parayil Varkey , Vincent Gonguet , Joseph Warren Button
Abstract: In one embodiment, the system accesses geographic data related to a geographic region of interest from one or more data sources. The system identifies multiple mandatory sites in the geographic region of interest from the geographic data. The system generates, by an integer linear program, multiple communication network graphs for the geographic region of interest based at least on the geographic data and multiple network coverage conditions. Each communication network graph comprises multiple nodes corresponding to the mandatory sites and multiple edges corresponding to communication network connections between the mandatory sites. Each communication network graph satisfies one or more network coverage conditions. The system ranks the communication network graphs based on performance parameters associated with the network coverage conditions. The system selects an optimized communication network graph for the geographic region of interest from the communication network graphs based on their respective rankings.
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公开(公告)号：US20180350008A1
公开(公告)日：2018-12-06
申请号：US15614254
申请日：2017-06-05
Applicant: Facebook, Inc.
Inventor： Vincent Gonguet , Amaç Herdaôdelen , Steven Jarrett , Austin Chang
Abstract: A method includes querying a social graph for social content generated by users of a social-networking system, determining a subset of the social content that is about at least one of a plurality of television programs, and determining first users who posted or interacted with the subset of social content. The method further includes generating a panel of users who have engaged with at least one of the plurality of television programs, analyzing additional posts to the social-networking system to determine particular posts that mention actors associated with the television programs, and determining second users who posted or interacted with the particular posts that mention one or more actors. The method further includes updating the panel of users by adding the second users to the panel and providing, for display in a graphical user interface, one or more television insights using the updated panel of users.
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公开(公告)号：US20180336502A1
公开(公告)日：2018-11-22
申请号：US15596896
申请日：2017-05-16
Applicant: Facebook, Inc.
Inventor： Vincent Gonguet , Bogdan State
Abstract: Systems, methods, and non-transitory computer-readable media can generate a set of clusters using sample content items in which a set of user features are represented, the sample content items being clustered based at least in part on their similarity to one another; obtain one or more content items that capture a set of user features corresponding to a given user; determine that the user corresponds to a given cluster in the set of clusters based at least in part on the features of the user; and assign an avatar associated with the cluster to the user.
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公开(公告)号：US20170220933A1
公开(公告)日：2017-08-03
申请号：US15009603
申请日：2016-01-28
Applicant: Facebook, Inc.
Inventor： Vincent Gonguet , Aude Hofleitner , Sofus Attila Macskassy , Steven James Jarrett , Aruna Bharathi , Zhiliang Ma
CPC classification number: G06N20/00 , G06Q10/101 , G06Q50/01
Abstract: Systems, methods, and non-transitory computer-readable media can collect past user information and churn data for a plurality of users. A churn prediction model is trained using the past user information and churn data. A churn propensity score is calculated for a present user based on the churn prediction model, the churn propensity score indicative of the likelihood of the present user to churn.
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公开(公告)号：US20160358183A1
公开(公告)日：2016-12-08
申请号：US14728314
申请日：2015-06-02
Applicant: Facebook, Inc.
Inventor： Vincent Gonguet , Steven James Jarrett
CPC classification number: G06Q30/016 , H04L67/141
Abstract: Systems, methods, and non-transitory computer-readable media can determine a request for establishing a communication between a first computing device and a second computing device. Information to be provided to the second computing device can be determined. An address can be associated with the information to be provided to the second computing device. The communication between the first computing device and the second computing device can be established. The address can be provided to the second computing device when establishing the communication and the second computing device can obtain the information using the at least one address.
Abstract translation: 系统，方法和非暂时计算机可读介质可以确定在第一计算设备和第二计算设备之间建立通信的请求。 可以确定要提供给第二计算设备的信息。 地址可以与要提供给第二计算设备的信息相关联。 可以建立第一计算设备和第二计算设备之间的通信。 可以在建立通信时将地址提供给第二计算设备，并且第二计算设备可以使用至少一个地址获得信息。
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