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公开(公告)号:US10762438B1
公开(公告)日:2020-09-01
申请号:US15199915
申请日:2016-06-30
Applicant: Facebook, Inc.
Inventor: Ying Zhang , Irina-Elena Veliche , Benoit F. Dumoulin , Aram Grigoryan , Wenhai Yang
Abstract: A system for answering user questions can provide answers from a knowledge base that stores question/answer pairs. These pairs can be associated with characteristics of the asking user so that, when subsequent users ask similar questions, answers can be selected that have been identified as most relevant to that type of user. The question/answer pairs in the knowledge base can be identified from social media posts where the original post contains a question and one or more comments on the post provide an answer. Posts can be identified as containing a question using a question classification model. A post comment can be identified as an answer based on: whether the question poster responded positively to the comment, whether the comment has similar keywords to the question, whether the comment has the characteristics of an answer, and how often a similar answer has been provided for similar questions.
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公开(公告)号:US10963921B2
公开(公告)日:2021-03-30
申请号:US15805140
申请日:2017-11-07
Applicant: Facebook, Inc.
Inventor: Rituraj Kirti , David Wood Kaufman , Aram Grigoryan
Abstract: An online system receives information describing actions performed by individuals and identifies online system users included among these individuals. Based on the actions they have performed, the users are assigned to sequentially ordered stages of a classification scheme associated with a content-providing user of the online system. The online system receives content items associated with different stages from the content-providing user, in which content items associated with a stage may be presented to users assigned to the stage. The online system may determine an expected return value associated with each stage and an expected advancement value associated with advancement of users assigned to each stage to succeeding stages of the classification scheme. The online system also may determine a value associated with a content item based on a comprehensive value received from the content-providing user, the expected advancement value, and a predicted likelihood of user advancement to a succeeding stage.
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公开(公告)号:US20190139094A1
公开(公告)日:2019-05-09
申请号:US15805140
申请日:2017-11-07
Applicant: Facebook, Inc.
Inventor: Rituraj Kirti , David Wood Kaufman , Aram Grigoryan
IPC: G06Q30/02
Abstract: An online system receives information describing actions performed by individuals and identifies online system users included among these individuals. Based on the actions they have performed, the users are assigned to sequentially ordered stages of a classification scheme associated with a content-providing user of the online system. The online system receives content items associated with different stages from the content-providing user, in which content items associated with a stage may be presented to users assigned to the stage. The online system may determine an expected return value associated with each stage and an expected advancement value associated with advancement of users assigned to each stage to succeeding stages of the classification scheme. The online system also may determine a value associated with a content item based on a comprehensive value received from the content-providing user, the expected advancement value, and a predicted likelihood of user advancement to a succeeding stage.
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公开(公告)号:US20170371869A1
公开(公告)日:2017-12-28
申请号:US15192131
申请日:2016-06-24
Applicant: Facebook, Inc.
Inventor: Ying Zhang , Aram Grigoryan
CPC classification number: G06F17/2854 , G06F17/2836 , H04L67/22
Abstract: Exemplary embodiments relate to techniques for selecting translators willing to provide high-quality translations for a cause, organization, or individual. Users having a high level of engagement with the cause, organization, or individual may be identified as translator candidates. For example, the user may actively engage with the organization or individual on social media, or may be interested in the topics discussed in the source document. The translators may be evaluated based on the quality of their previous translations and their level of engagement/interest. The translator candidates may be directly connected with the originator of the request to translate the document. Because exemplary embodiments select highly engaged users to translate the source document, the resulting translation is likely to be of higher quality, and produced at a lower cost, than a translation by a non-engaged user, and user participation and awareness of a cause, organization, or individual may be increased.
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公开(公告)号:US10255277B2
公开(公告)日:2019-04-09
申请号:US15192131
申请日:2016-06-24
Applicant: Facebook, Inc.
Inventor: Ying Zhang , Aram Grigoryan
Abstract: Exemplary embodiments relate to techniques for selecting translators willing to provide high-quality translations for a cause, organization, or individual. Users having a high level of engagement with the cause, organization, or individual may be identified as translator candidates. For example, the user may actively engage with the organization or individual on social media, or may be interested in the topics discussed in the source document. The translators may be evaluated based on the quality of their previous translations and their level of engagement/interest. The translator candidates may be directly connected with the originator of the request to translate the document. Because exemplary embodiments select highly engaged users to translate the source document, the resulting translation is likely to be of higher quality, and produced at a lower cost, than a translation by a non-engaged user, and user participation and awareness of a cause, organization, or individual may be increased.
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