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公开(公告)号：US11171972B1
公开(公告)日：2021-11-09
申请号：US16457446
申请日：2019-06-28
Applicant: Snap Inc.
Inventor： Jonathan Brody , Donald Giovannini , Edward Koai , Jie Wu , Lin Zhong
Abstract: Systems, methods, devices, instructions, and media are described for generating suggestions for connections between accounts in a social media system. One embodiment involves storing connection graph information for a plurality of user accounts, and identifying, by one or more processors of the device, a first set of connection suggestions based on a first set of suggestion metrics. A second set of connection suggestions is then identified based on a second set of suggestion metrics, wherein the second set of connection suggestions and the second set of suggestion metrics are configured to obscure the first set of connection suggestions, and a set of suggested connections is generated based on the first set of connection suggestions and the second set of connection suggestions. The set of connection suggestions is then communicated to a client device method associated with the first account.
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Patent Agency Ranking
公开(公告)号：US20240265295A1
公开(公告)日：2024-08-08
申请号：US18164230
申请日：2023-02-03
Applicant: Snap Inc.
Inventor： Lin Zhong , Artur Chakhvadze , Yang Hu
IPC: G06N20/00 , H04L67/563
CPC classification number: G06N20/00 , H04L67/563
Abstract: One or more data loaders in a distributed computer system access input data from a storage component. A trainer in the distributed computer system transmits a training data request. The trainer and the one or more data loaders are executed on separate processors. In response to receiving, by a data loader of the one or more data loaders, the training data request, the data loader executes a data loading task to generate a training batch. The data loader transmits the training batch to the trainer. The trainer executes a training task which includes using the training batch to execute a machine learning algorithm.
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公开(公告)号：US20220070187A1
公开(公告)日：2022-03-03
申请号：US17521620
申请日：2021-11-08
Applicant: Snap Inc
Inventor： Jonathan Brody , Donald Giovannini , Edward Koai , Jie Wu , Lin Zhong
IPC: H04L29/06
Abstract: Systems, methods, devices, instructions, and media are described for generating suggestions for connections between accounts in a social media system. One embodiment involves storing connection graph information for a plurality of user accounts, and identifying, by one or more processors of the device, a first set of connection suggestions based on a first set of suggestion metrics. A second set of connection suggestions is then identified based on a second set of suggestion metrics, wherein the second set of connection suggestions and the second set of suggestion metrics are configured to obscure the first set of connection suggestions, and a set of suggested connections is generated based on the first set of connection suggestions and the second set of connection suggestions. The set of connection suggestions is then communicated to a client device method associated with the first account.
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公开(公告)号：US20230328079A1
公开(公告)日：2023-10-12
申请号：US18208541
申请日：2023-06-12
Applicant: Snap Inc.
Inventor： Jonathan Brody , Donald Giovannini , Edward Koai , Jie Wu , Lin Zhong
IPC: H04L9/40
CPC classification number: H04L63/1416 , H04L63/1475 , H04L63/1425
Abstract: Systems, methods, devices, instructions, and media are described for generating suggestions for connections between accounts in a social media system. One embodiment involves storing connection graph information for a plurality of user accounts, and identifying, by one or more processors of the device, a first set of connection suggestions based on a first set of suggestion metrics. A second set of connection suggestions is then identified based on a second set of suggestion metrics, wherein the second set of connection suggestions and the second set of suggestion metrics are configured to obscure the first set of connection suggestions, and a set of suggested connections is generated based on the first set of connection suggestions and the second set of connection suggestions. The set of connection suggestions is then communicated to a client device method associated with the first account.
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公开(公告)号：US11868916B1
公开(公告)日：2024-01-09
申请号：US15675651
申请日：2017-08-11
Applicant: Snap Inc.
CPC classification number: G06N7/01 , G06N20/00 , G06Q50/01 , G05B2219/40438 , G05B2219/40446 , G06N5/048
Abstract: A social networking application provides for automated link and/or content recommendation to users of a social media platform by automated social graph refinement that augments a baseline social graph with predicted links and inferred labels by iteratively (a) propagating attribute labels through optimizing attribute label similarity between user nodes constrained by closeness of links between the users, and (b) predicting links between users through optimizing link closeness constrained by label similarity. Each label inference iteration is based on predicted labels generated in and immediately prior link prediction iteration, and each link prediction iteration is based on inferred labels generated in and immediately prior label inference iteration.
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公开(公告)号：US11677766B2
公开(公告)日：2023-06-13
申请号：US17521620
申请日：2021-11-08
Applicant: Snap Inc.
Inventor： Jonathan Brody , Donald Giovannini , Edward Koai , Jie Wu , Lin Zhong
CPC classification number: H04L63/1416 , H04L63/1425 , H04L63/1475
Abstract: Systems, methods, devices, instructions, and media are described for generating suggestions for connections between accounts in a social media system. One embodiment involves storing connection graph information for a plurality of user accounts, and identifying, by one or more processors of the device, a first set of connection suggestions based on a first set of suggestion metrics. A second set of connection suggestions is then identified based on a second set of suggestion metrics, wherein the second set of connection suggestions and the second set of suggestion metrics are configured to obscure the first set of connection suggestions, and a set of suggested connections is generated based on the first set of connection suggestions and the second set of connection suggestions. The set of connection suggestions is then communicated to a client device method associated with the first account.
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