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公开(公告)号：US20170324820A1
公开(公告)日：2017-11-09
申请号：US15657017
申请日：2017-07-21
Applicant: Facebook, Inc.
Inventor： James Wah Hou Wong , Ashish Kumar Yadav , Jinyi Yao , Bradley Ray Green
CPC classification number: H04L67/22 , G06Q50/01 , H04L67/306
Abstract: The social networking system monitors implicit interactions between a user and objects of the social networking system with which the user has not established a connection. Based on the implicit interactions between the user and an object, the social networking system identifies a soft connection between the user and the object. The social networking system may then identify soft connections to include in a candidate list of soft connections to recommend to the user. The social networking system may also extract signals from the set of candidate list of soft connections, and may use the extracted signals to rank the soft connections in the list of candidate soft connections. The social networking system may then recommend soft connections to the user based on the rank associated with the soft connections in the candidate list of soft connections.
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公开(公告)号：US10339611B2
公开(公告)日：2019-07-02
申请号：US14565237
申请日：2014-12-09
Applicant: Facebook, Inc.
Inventor： Jinyi Yao , James Wah Hou Wong , Jason Brewer , Bradley Ray Green
IPC: G06Q30/02 , G06Q50/00 , G06F16/9535
Abstract: Systems, methods, and non-transitory computer readable media configured to determine seed content items based on interests of a user. Candidate content items can be determined for potential presentation to the user based at least in part on the seed content items. Features associated with the candidate content items can be processed to generate probabilities that the user will perform interactions with the candidate content items. Values can be assigned to the candidate content items based on the probabilities that the user will perform interactions with the candidate content items and the importance of the interactions. The values can be provided as bid values to an auction system to determine constraints regarding presentation of the candidate content items. Presentation of the candidate content items can be optimized.
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3.发明申请公开(公告)号：US20170124207A1
公开(公告)日：2017-05-04
申请号：US15403105
申请日：2017-01-10
Applicant: Facebook, Inc.
Inventor： Bradley Ray Green , James Wah Hou Wong , Jinyi Yao
Abstract: A social networking system recommends objects, such as pages, of the social networking system to users of the social networking system based on the location of the user. The social networking system obtains location information identifying the location of the user. Based on the location of the user, the social networking system identifies levels of geographical partitions encompassing the location of the user. For each level of geographical partitions, the social networking system accesses relevant objects of the social networking system with connections to users located within the level of geographical partitions. The social networking system may have determined a term frequency-inverse document frequency (tf-idf) value for each relevant object. Based on the number of connections and the tf-idf value associated with each relevant object, the social networking system merges the relevant objects accessed at each level into a set of relevant objects to recommend to the user.
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公开(公告)号：US11106859B1
公开(公告)日：2021-08-31
申请号：US16018848
申请日：2018-06-26
Applicant: Facebook, Inc.
Inventor： Yixin Li , Wenzhe Jiang , Jing He , Jinyi Yao
IPC: G06F40/134 , G06Q50/00 , G06N3/04 , G06F16/958 , G06F40/151
Abstract: Systems, methods, and non-transitory computer readable media are configured to generate multiple channel embeddings for a page of a social networking system. The multiple channel embeddings can be mapped to a shared embedding space. A page embedding for the page of the social networking system can then be generated.
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公开(公告)号：US10915589B1
公开(公告)日：2021-02-09
申请号：US16370803
申请日：2019-03-29
Applicant: Facebook, Inc.
Inventor： Hannah Marie Hemmaplardh , Jinyi Yao , Ahmed Magdy Hamed Mohamed
Abstract: An online system maintains a web page associated with one or more page administrators. The online system trains a machine learning model to determine a likelihood of a page administrator account accepting a request for the online system to present content about the web page to other users of the online system. The model uses features extracted from data about the page administrator accounts on the online system, the page administrator interactions with the online system, and the web page. The online system selects one or more page administrator accounts and sends them requests based on the determined likelihood scores. The online system delivers content associated with the web page to users of the online system based on a response to the request.
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Patent Agency Ranking
公开(公告)号：US20190005547A1
公开(公告)日：2019-01-03
申请号：US15803562
申请日：2017-11-03
Applicant: Facebook, Inc.
Inventor： Li Tan , Honglu He , Kiranjit Singh Sidhu , David Harry Garcia , Jinchong Zhou , Zhi Zhong , Jinyi Yao , David Shein , Nikila Srinivasan Sarang , Yating Ma , Rui Shao , Han Chen , Hao Wang , Ning Wang
Abstract: Disclosed is a method for supporting online services in providing content items to users of an online system. A request for loading a webpage of an online system is received from a client device. A plurality of content items eligible for being presented to the user is received. For each of the received content items, a trained model is identified based on characteristics of the content item, and a score is determined using the identified trained model and based on characteristics of the user. One or more content items is selected based on the determined scores. The selected one or more content items are sent to the client device for presentation to the user.
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公开(公告)号：US20170185685A1
公开(公告)日：2017-06-29
申请号：US14980669
申请日：2015-12-28
Applicant: Facebook, Inc.
Inventor： Jason Brewer , Bradley Ray Green , Jinyi Yao , Komal Kapoor
IPC: G06F17/30
CPC classification number: G06F16/9535 , G06F16/9537
Abstract: Systems, methods, and non-transitory computer-readable media can determine respective geographic locations of a set of users associated with a page that is accessible through a social network. At least one centroid for the page can be generated based at least in part on the respective geographic locations of the set of users. At least one area of influence of the page can be determined based at least in part on the centroid. At least one page recommendation can be presented to one or more users in the set of users based at least in part on the area of influence of the
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8.发明申请SYSTEMS AND METHODS FOR PAGE RECOMMENDATIONS BASED ON ONLINE USER BEHAVIOR 审中-公开基于在线用户行为的页面推荐的系统和方法公开(公告)号：US20160171382A1
公开(公告)日：2016-06-16
申请号：US14572591
申请日：2014-12-16
Applicant: Facebook, Inc.
Inventor： Jason Brewer , Bradley Ray Green , Jinyi Yao
CPC classification number: G06Q50/00 , G06F16/9535 , G06N20/00 , G06Q50/01
Abstract: Systems, methods, and non-transitory computer readable media configured to determine features based on online user behavior regarding a seed content item and a candidate content item that may be presented in response to an indication of approval by a user regarding the seed content item. The features are processed to generate a probability that the user will interact with the candidate content item. The candidate content item is selected for presentation to the user based on the probability that the user will interact with the candidate content item.
Abstract translation: 系统，方法和非暂时性计算机可读介质，其被配置为基于关于种子内容项目的在线用户行为来确定特征，以及可以响应于用户关于种子内容项目的批准的指示而呈现的候选内容项目。 处理特征以产生用户将与候选内容项目进行交互的概率。 基于用户将与候选内容项目进行交互的概率，选择候选内容项目以呈现给用户。
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公开(公告)号：US10803130B2
公开(公告)日：2020-10-13
申请号：US14980286
申请日：2015-12-28
Applicant: Facebook, Inc.
Inventor： Bradley Ray Green , Betty Yee Man Cheng , Jinyi Yao
IPC: G06F7/02 , G06F16/00 , G06F16/9535 , G06F16/951 , G06F16/2457 , G06F16/435
Abstract: Systems, methods, and non-transitory computer-readable media can determine a profile model for a page that is accessible through the social networking system, the profile model describing one or more modal characteristics of users of the social networking system that have fanned the page. A determination can be made that the page should be recommended to a first user of the social networking system based at least in part on the profile model. At least one page recommendation that references the page can be provided to the first user.
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公开(公告)号：US20180150560A1
公开(公告)日：2018-05-31
申请号：US15365743
申请日：2016-11-30
Applicant: Facebook, Inc.
Inventor： Hannah Marie Hemmaplardh , Jinyi Yao , Ahmed Magdy Hamed Mohamed
IPC: G06F17/30 , H04L29/08 , G06F3/0481 , H04L29/06
CPC classification number: G06F17/30867 , G06Q30/0241 , G06Q30/0255 , G06Q30/0277 , G06Q50/01 , H04L63/102 , H04L67/02 , H04L67/306
Abstract: An online system maintains a web page associated with one or more page administrators. The online system trains a machine learning model to determine a likelihood of a page administrator account accepting a request for the online system to present content about the web page to other users of the online system. The model uses features extracted from data about the page administrator accounts on the online system, the page administrator interactions with the online system, and the web page. The online system selects one or more page administrator accounts and sends them requests based on the determined likelihood scores. The online system delivers content associated with the web page to users of the online system based on a response to the request.
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