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    RE-RANKING SEARCH RESULTS USING BLENDED LEARNING MODELS
    2.
    发明申请
    RE-RANKING SEARCH RESULTS USING BLENDED LEARNING MODELS 审中-公开
    重新排名搜索结果使用混合学习模型

    公开(公告)号：WO2018080878A1

    公开(公告)日：2018-05-03

    申请号：PCT/US2017/057261

    申请日：2017-10-18

    Applicant: APPLE INC.

    Inventor： CHAN, Hong Yuk ,  HÖRNKVIST, John M. ,  CUI, Lun ,  PRAKASH, Vipul Ved ,  MALHOTRA, Anubhav ,  HUNG, Stanley N. ,  FREUDIGER, Julien

    IPC: G06F17/30

    Abstract: A method and apparatus of a device that re-rank a plurality of search results is described. In an exemplary embodiment, the device receives a search query from a user and generates the plurality of search results over a plurality of search domains, wherein the plurality of search results is ranked according to a first ranking. The device additionally generates a re-ranking model, where the re-ranking model includes a plurality of intra-domain models that are generated based on at least based on-device interactions of a plurality of users interacting with a plurality of other devices and each of the plurality of search domains corresponds to one of the plurality of intra-domain models. The device further re-ranks the plurality of search results using the re-ranking model and presents the plurality of search results using the second ranking.

    Abstract translation: 描述了重新排列多个搜索结果的设备的方法和设备。 在示例性实施例中，设备从用户接收搜索查询并且在多个搜索域上生成多个搜索结果，其中多个搜索结果根据第一排名进行排名。 该设备另外生成重新排名模型，其中重新排名模型包括多个域内模型，该多个域内模型基于至少基于与多个其他设备交互的多个用户的基于设备的交互来生成，并且每个 多个搜索域中的一个对应于多个域内模型中的一个。 该设备还使用重新排名模型重新排列多个搜索结果，并使用第二排名呈现多个搜索结果。

    ACCESSING MULTIPLE DOMAINS ACROSS MULTIPLE DEVICES FOR CANDIDATE RESPONSES
    4.
    发明申请
    ACCESSING MULTIPLE DOMAINS ACROSS MULTIPLE DEVICES FOR CANDIDATE RESPONSES 审中-公开

    公开(公告)号：WO2019236169A1

    公开(公告)日：2019-12-12

    申请号：PCT/US2019/023450

    申请日：2019-03-21

    Applicant: APPLE INC.

    Inventor： SEHGAL, Vivek ,  CUI, Lun ,  FRAZZINGARO, Gennaro ,  PRIESTLEY, Ian, M. ,  ZEITLIN, Nicolas ,  WATTAL, Sumit ,  LUPO, Luca

    IPC: G06F16/332

    Abstract: A device implementing a system for determining an answer to a question includes a processor configured to receive a question from a client device, and send the question to a first information domain comprising plural search subdomains, each of the plural search subdomains being configured to provide a respective candidate answer to the question in a format that differs from those provided by the other search subdomains of the plural search subdomains. The processor is further configured to receive, in response to sending the question, the candidate answer from each of the plural search subdomains, and provide at least one of the candidate answers to the client device, for providing an answer to the question based on the at least one of the candidate answers.

    CLIENT-SIDE SEARCH RESULT RE-RANKING
    5.
    发明申请
    CLIENT-SIDE SEARCH RESULT RE-RANKING 审中-公开
    客户端搜索结果重新排名

    公开(公告)号：WO2017214329A1

    公开(公告)日：2017-12-14

    申请号：PCT/US2017/036435

    申请日：2017-06-07

    Applicant: APPLE INC.

    Inventor： DE ALMEIDA FORJAZ DE LACERDA, João Pedro ,  BUCHNER, Karolina ,  SEHGAL, Vivek ,  CHAN, Hon Yuk ,  PRAKASH, Vipul Ved ,  CUI, Lun

    IPC: G06F17/30

    CPC classification number: G06F16/24578 ,  G06F16/95 ,  G06F16/951 ,  G06F16/9566

    Abstract: A method and apparatus of a device that re-rank a plurality of search results received from a search server on the device is described. In an exemplary embodiment, the device receives, with a browser of the device, a search query from a user. The device further sends the search query to a search server. In addition, the device receives the plurality of search results from the search server, wherein the plurality of search results is ranked according to a first ranking. The device also retrieves browser history of the user, wherein the browser history is collected on the device without revealing the browser history to the search server. The device further re-ranks the plurality of search results according to a second ranking based on at least the browser history. In addition, the device presents the plurality of search results using the second ranking.

    Abstract translation: 描述了重新排列从设备上的搜索服务器接收到的多个搜索结果的设备的方法和设备。 在示例性实施例中，设备利用设备的浏览器接收来自用户的搜索查询。 该设备还将搜索查询发送到搜索服务器。 另外，设备从搜索服务器接收多个搜索结果，其中多个搜索结果根据第一排名进行排名。 该设备还检索用户的浏览器历史记录，其中在设备上收集浏览器历史记录而不向浏览器显示浏览器历史记录。 该设备还根据至少基于浏览器历史的第二排名来重新排列多个搜索结果。 另外，该设备使用第二等级来呈现多个搜索结果。

    MULTI-DOMAIN QUERY COMPLETION
    6.
    发明申请
    MULTI-DOMAIN QUERY COMPLETION 审中-公开
    多域查询完成

    公开(公告)号：WO2015183488A1

    公开(公告)日：2015-12-03

    申请号：PCT/US2015/029278

    申请日：2015-05-05

    Applicant: APPLE INC.

    Inventor： KUMARAN, Saravana Kumar Siva ,  PRAKASH, Vipul Ved ,  GHOSH, Rishab Aiyer ,  CUI, Lun ,  SALZENBERG JR., Charles Henry

    IPC: G06F17/30

    CPC classification number: G06F17/30401 ,  G06F17/3064 ,  G06F17/30864

    Abstract: A method and apparatus of a device that performs a multi-domain query search is described. In an exemplary embodiment, the device receives a query prefix from a client of a user. The device further determines a plurality of search completions across the plurality of separate search domains. In addition, the device ranks the plurality of search completions based on a score calculated for each of the plurality of search completions determined by a corresponding search domain, where at least one of the plurality of search completions is used to generate a plurality of search results without an indication from the user and in response to receiving the query prefix.

    Abstract translation: 描述了执行多域查询搜索的设备的方法和装置。 在示例性实施例中，设备从用户的客户端接收查询前缀。 该设备进一步确定多个分离的搜索域中的多个搜索完成。 另外，设备基于由对应的搜索域确定的多个搜索完成中的每一个计算的分数来排列多个搜索完成，其中多个搜索完成中的至少一个用于生成多个搜索结果 没有来自用户的指示并且响应于接收到查询前缀。

    MULTI-DOMAIN QUERY COMPLETION
    10.
    发明公开
    MULTI-DOMAIN QUERY COMPLETION 审中-公开
    MEHRDOMÄNENABFRAGEFERTIGSTELLUNG

    公开(公告)号：EP3149612A1

    公开(公告)日：2017-04-05

    申请号：EP15722005.4

    申请日：2015-05-05

    Applicant: Apple Inc.

    Inventor： KUMARAN, Saravana Kumar Siva ,  PRAKASH, Vipul Ved ,  GHOSH, Rishab Aiyer ,  CUI, Lun ,  SALZENBERG, Jr., Charles Henry

    IPC: G06F17/30

    CPC classification number: G06F17/30401 ,  G06F17/3064 ,  G06F17/30864

    Abstract: A method and apparatus of a device that performs a multi-domain query search is described. In an exemplary embodiment, the device receives a query prefix from a client of a user. The device further determines a plurality of search completions across the plurality of separate search domains. In addition, the device ranks the plurality of search completions based on a score calculated for each of the plurality of search completions determined by a corresponding search domain, where at least one of the plurality of search completions is used to generate a plurality of search results without an indication from the user and in response to receiving the query prefix.

    Abstract translation: 描述执行多域查询搜索的设备的方法和装置。 在示例性实施例中，设备从用户的客户端接收查询前缀。 该设备进一步确定多个分离的搜索域中的多个搜索完成。 另外，设备基于由对应的搜索域确定的多个搜索完成中的每一个计算的分数来排列多个搜索完成，其中多个搜索完成中的至少一个用于生成多个搜索结果 而没有来自用户的指示并且响应于接收到查询前缀。

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