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公开(公告)号：US20190124019A1
公开(公告)日：2019-04-25
申请号：US15884772
申请日：2018-01-31
发明人： Adam Leon , Nandeesh Channabasappa Rajashekar , Nimesh Chakravarthi , Jeffrey William Pasternack , Birjodh Tiwana , Arpit Dhariwal , Bing Zhao
IPC分类号： H04L12/58 , G06F3/0484
摘要： Disclosed are systems, methods, and non-transitory computer-readable media for generating recommended responses based on historical data. A messaging system receives a message as part of a communication session between a first client device and a second client device. The message originated from the first client device. The messaging system determines, using the message as input in a statistical model, a set of candidate responses for replying to the message. The statistical model was generated based on historical message data transmitted as part of previous communication sessions between a plurality of client devices. The set of candidate responses is a subset of a set of available candidate responses. The messaging system determines, based on a set of candidate selection rules, a subset of the candidate responses yielding a set of recommended responses to the message, and causes the set of recommended responses to be presented on the second client device.
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公开(公告)号：US11436566B2
公开(公告)日：2022-09-06
申请号：US15663492
申请日：2017-07-28
发明人： Sammy Shreibati , Vivian Mak Urata , Mark Hull , Haiyang Liu , Birjodh Tiwana , Siva Visakan Sooriyan , Jesse Jyh-Cherng Hsia , Michael Joshua Aft , Kinjal Basu , Shaunak Chatterjee
摘要： Described herein is a contextual contact recommendation or suggestion service and system. The service, which, in some embodiments, is integrated with a social networking service and/or an instant messaging service, takes as input a first parameter that identifies a member of the social networking service, and a second parameter that defines a context (e.g., a web page that is being viewed by the member. The service, based in part on the context, computes a ranked list of members to populate a contextual contact list, thereby recommending or suggesting contacts, with whom the member might be interested in initiating, or continuing, a conversation, based on the context of the member's current web browsing session. Optionally, the service may take as input a third parameter, defining a use case, such that the recommendation algorithm can be customized by use case.
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公开(公告)号：US10785181B2
公开(公告)日：2020-09-22
申请号：US15847304
申请日：2017-12-19
发明人： Arpit Dhariwal , Christopher Szeto , Qianru Zhang , Jesse Jyh-Cherng Hsia , Birjodh Tiwana , Haiyang Liu , Kurt Mcculloch
IPC分类号： H04L12/58 , G06N20/00 , G06F16/951
摘要： Described herein is a technique to facilitate the sharing of a content item presented in a content feed of a social networking service. Upon detecting that a member has selected an option to share a content item, a content sharing interface is presented. The content sharing interface includes options share the content item publically via a content feed, and privately via a messaging service. The content sharing interface provides a ranked list of recommended recipients, where the recommended recipients in the list are selected and ordered based on several factors, including factors relating to the relationship between the sharing member and the recommended recipients, as well as factors relating to the subject matter of the content item and the likelihood that a recommended recipient would be interested in the content item.
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公开(公告)号：US10680978B2
公开(公告)日：2020-06-09
申请号：US15884772
申请日：2018-01-31
发明人： Adam Leon , Nandeesh Channabasappa Rajashekar , Nimesh Chakravarthi , Jeffrey William Pasternack , Birjodh Tiwana , Arpit Dhariwal , Bing Zhao
IPC分类号： G06F15/16 , H04L12/58 , G06F3/0484 , G06Q50/00 , G06F3/0488
摘要： Disclosed are systems, methods, and non-transitory computer-readable media for generating recommended responses based on historical data. A messaging system receives a message as part of a communication session between a first client device and a second client device. The message originated from the first client device. The messaging system determines, using the message as input in a statistical model, a set of candidate responses for replying to the message. The statistical model was generated based on historical message data transmitted as part of previous communication sessions between a plurality of client devices. The set of candidate responses is a subset of a set of available candidate responses. The messaging system determines, based on a set of candidate selection rules, a subset of the candidate responses yielding a set of recommended responses to the message, and causes the set of recommended responses to be presented on the second client device.
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公开(公告)号：US20190190875A1
公开(公告)日：2019-06-20
申请号：US15847304
申请日：2017-12-19
发明人： Arpit Dhariwal , Christopher Szeto , Qianru Zhang , Jesse Jyh-Cherng Hsia , Birjodh Tiwana , Haiyang Liu , Kurt Mcculloch
摘要： Described herein is a technique to facilitate the sharing of a content item presented in a content feed of a social networking service. Upon detecting that a member has selected an option to share a content item, a content sharing interface is presented. The content sharing interface includes options share the content item publically via a content feed, and privately via a messaging service. The content sharing interface provides a ranked list of recommended recipients, where the recommended recipients in the list are selected and ordered based on several factors, including factors relating to the relationship between the sharing member and the recommended recipients, as well as factors relating to the subject matter of the content item and the likelihood that a recommended recipient would be interested in the content item.
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