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    Scaling social networks
    1.
    发明授权
    Scaling social networks 有权
    扩大社交网络

    公开(公告)号：US08850325B2

    公开(公告)日：2014-09-30

    申请号：US12542564

    申请日：2009-08-17

    申请人： Lili Cheng ,  Owen Charles Braun ,  Alice Jane Bernheim Brush ,  Alex D Daley ,  Susan T. Dumais ,  Dragos A Manolescu ,  Henricus (Erik) Johannes Maria Meijer ,  Simon C Muzio ,  John Oberon ,  Rebecca Ann Norlander

    发明人： Lili Cheng ,  Owen Charles Braun ,  Alice Jane Bernheim Brush ,  Alex D Daley ,  Susan T. Dumais ,  Dragos A Manolescu ,  Henricus (Erik) Johannes Maria Meijer ,  Simon C Muzio ,  John Oberon ,  Rebecca Ann Norlander

    IPC分类号： G06F13/00 ,  G06F15/00 ,  G06Q30/00

    CPC分类号： G06Q30/00

    摘要： The claimed subject matter relates to an architecture that can scale a content feed in terms of the amount of content delivered in order to facilitate satisfactory experiences in connection with a social network. In particular, the architecture can utilize a content feed to disseminate content between members of a network community, generally relative to a particular social circle of a given user. The architecture can maintain a personal space for the user and display to the personal space content provided by a content feed. Content provided to the personal space (as well as that retrieved from the personal space) can be scaled based upon a variety of commitment characteristics associated with the social circle. In addition, the architecture can employ smart dispersal of content and can intelligently acquire additional content from the user or import suitable settings from disparate users.

    摘要翻译： 所要求保护的主题涉及可以根据传递的内容量来扩展内容馈送以便促进与社交网络相关联的令人满意的体验的架构。 特别地，架构可以利用内容馈送来在网络社区的成员之间传播内容，通常相对于给定用户的特定社交圈。 该架构可以为用户维护个人空间并显示给由内容馈送提供的个人空间内容。 提供给个人空间的内容（以及从个人空间检索的内容）可以基于与社交圈相关联的各种承诺特征来缩放。 此外，该体系结构可以采用内容的智能扩散，并可以从用户智能地获取额外的内容，或从不同的用户导入合适的设置。

    FOSTERING ENTERPRISE RELATIONSHIPS
    3.
    发明申请
    FOSTERING ENTERPRISE RELATIONSHIPS 审中-公开
    激励企业关系

    公开(公告)号：US20100169134A1

    公开(公告)日：2010-07-01

    申请号：US12346942

    申请日：2008-12-31

    申请人： Lili Cheng ,  Owen Charles Braun ,  Eric I-Chao Chang ,  Susan T. Dumais ,  Dragos A. Manolescu ,  Henricus (Erik) Johannes Maria Meijer ,  Simon C. Muzio ,  John Oberon ,  Jeff Sandquist

    发明人： Lili Cheng ,  Owen Charles Braun ,  Eric I-Chao Chang ,  Susan T. Dumais ,  Dragos A. Manolescu ,  Henricus (Erik) Johannes Maria Meijer ,  Simon C. Muzio ,  John Oberon ,  Jeff Sandquist

    IPC分类号： G06Q99/00 ,  G06Q10/00

    CPC分类号： G06Q10/06 ,  G06Q10/06398

    摘要： The claimed subject matter relates to an architecture that can facilitate, enrich, or nurture relationships in a business enterprise environment. In particular, the architecture can construct a set of profiles associated with entities of the enterprise (e.g., employees, teams, departments, or the enterprise) based upon a wide range of transactions (e.g., behavior, activity, productivity, relationships, explicit or implicit feedback from collaborators . . . ) relating to the entity. Based upon these profiles, the architecture can determine a set of tasks and also identify advantageous relationships, wherein the tasks and relationships are deemed to facilitate accomplishing an objective to benefit the enterprise or entity. In addition, the architecture can nurture or cultivate the advantageous relationships by suggesting suitable behavior or performing opportunistic actions.

    摘要翻译： 所要求保护的主题涉及可以促进，丰富或培育商业企业环境中的关系的架构。 特别地，架构可以基于广泛的交易（例如，行为，活动，生产力，关系，显式或者行为）来构建与企业的实体（例如，员工，团队，部门或企业）相关联的简档。 与实体有关的暗示反馈。 基于这些简档，架构可以确定一组任务并且还识别有利的关系，其中，任务和关系被认为有助于实现使企业或实体受益的目标。 此外，建筑可以通过建议适当的行为或执行机会主义行为来培养或培养有利的关系。

    Functionality for personalizing search results
    6.
    发明授权
    Functionality for personalizing search results 有权
    个性化搜索结果的功能

    公开(公告)号：US08700544B2

    公开(公告)日：2014-04-15

    申请号：US13162906

    申请日：2011-06-17

    申请人： David A. Sontag ,  Kevyn B. Collins-Thompson ,  Paul N. Bennett ,  Ryen W. White ,  Susan T. Dumais

    发明人： David A. Sontag ,  Kevyn B. Collins-Thompson ,  Paul N. Bennett ,  Ryen W. White ,  Susan T. Dumais

    IPC分类号： G06N5/00 ,  G06F1/00

    CPC分类号： G06F17/30011

    摘要： A query processing system is described herein for personalizing results for a particular user. The query processing system operates by receiving a query from a particular user u who intends to find results that satisfy the query with respect to a topic Tu, the user being characterized by user information θu. In one implementation, the query processing system then produces a generic topic distribution Prr(T|q) associated with the query that is germane to a population of generic users, as well as a user-specific query-dependent topic distribution Pr(Tu|q,θu) for the particular user. The query processing system then produces personalized results for the particular user based on Prr(T|q) and Pr(Tu|q,θu). The query processing system can use multiple techniques to produce Pr(Tu|q,θu), such as, in one approach, a discriminative learning approach.

    摘要翻译： 这里描述了一种用于个性化特定用户的结果的查询处理系统。 查询处理系统通过接收来自特定用户的查询，该用户u意图找到满足关于主题Tu的查询的结果，该用户由用户信息和图标表征; u。 在一个实现中，查询处理系统然后产生与查询相关联的通用主题分布Prr（T | q），该查询与普通用户的总体以及用户特定的查询相关主题分布Pr（Tu | q，＆thetas; u）对于特定用户。 然后，查询处理系统基于Prr（T | q）和Pr（Tu | q，＆thetas; u）产生针对特定用户的个性化结果。 查询处理系统可以使用多种技术来产生Pr（Tu | q，＆amp; tt; u），例如在一种方法中的歧视性学习方法。

    Executive reporting
    8.
    发明授权
    Executive reporting 有权
    行政报告

    公开(公告)号：US08239227B2

    公开(公告)日：2012-08-07

    申请号：US11874151

    申请日：2007-10-17

    申请人： Eran Megiddo ,  Richard J. Wolf ,  Susan T. Dumais ,  Jensen M. Harris ,  Joshua T. Goodman

    发明人： Eran Megiddo ,  Richard J. Wolf ,  Susan T. Dumais ,  Jensen M. Harris ,  Joshua T. Goodman

    IPC分类号： G06Q40/00

    CPC分类号： G06Q10/10 ,  G06Q10/06 ,  G06Q10/063114

    摘要： Providing for generating an executive report of business or personal activity is described herein. By way of example, such executive report can identify a change and related cause with respect to a prior report. As a particular example, an inference engine can receive an activity report and reference prior reports to identify the change and related cause. A set of results containing such information can be provided to a synthesis component that can include and highlight such information in the executive report. In addition, additional sources of data can be referenced in order to include and/or customize the report to a particular individual, organization, culture, or the like. As described, aspects of the subject innovation can provide an executive report highlighting important aspects of data and tailoring those aspects to interests of one or more users.

    摘要翻译： 本文描述了提供生成业务或个人活动的执行报告。 作为例子，这样的执行报告可以针对先前的报告确定变更和相关原因。 作为特定示例，推理引擎可以接收活动报告并参考先前报告以识别变化和相关原因。 可以向综合组件提供包含此类信息的一组结果，其中可以在执行报告中包含和突出显示这些信息。 此外，可以引用额外的数据来源，以便将报告包括和/或定制到特定个人，组织，文化等。 如上所述，主题创新的方面可以提供强调数据的重要方面的执行报告，并将这些方面定制为一个或多个用户的兴趣。

    Modeling Intent and Ranking Search Results Using Activity-based Context
    9.
    发明申请
    Modeling Intent and Ranking Search Results Using Activity-based Context 审中-公开
    使用基于活动的上下文建模意图和排名搜索结果

    公开(公告)号：US20120158685A1

    公开(公告)日：2012-06-21

    申请号：US12970875

    申请日：2010-12-16

    申请人： Ryen W. White ,  Paul Nathan Bennett ,  Susan T. Dumais ,  Peter Richard Bailey ,  Fedor Vladimirovich Borisyuk ,  Xiaoyuan Cui

    发明人： Ryen W. White ,  Paul Nathan Bennett ,  Susan T. Dumais ,  Peter Richard Bailey ,  Fedor Vladimirovich Borisyuk ,  Xiaoyuan Cui

    IPC分类号： G06F17/30

    CPC分类号： G06F16/9535

    摘要： The subject disclosure is directed towards building one or more context and query models representative of users' search interests based on their logged interaction behaviors (context) preceding search queries. The models are combined into an intent model by learning an optimal combination (e.g., relative weight) for combining the context model with a query model for a query. The resultant intent model may be used to perform a query-related task, such as to rank or re-rank online search results, predict future interests, select advertisements, and so forth.

    摘要翻译： 主题公开旨在基于在搜索查询之前的记录的交互行为（上下文）来构建表示用户搜索兴趣的一个或多个上下文和查询模型。 通过学习用于将上下文模型与用于查询的查询模型组合的最佳组合（例如，相对权重）将模型组合成意图模型。 所得到的意图模型可以用于执行查询相关任务，例如对在线搜索结果进行排名或重新排序，预测未来的兴趣，选择广告等等。

    DOMAIN EXPERTISE DETERMINATION
    10.
    发明申请
    DOMAIN EXPERTISE DETERMINATION 有权
    域名专家确定

    公开(公告)号：US20120117061A1

    公开(公告)日：2012-05-10

    申请号：US13350928

    申请日：2012-01-16

    申请人： Ryen W. White ,  Susan T. Dumais ,  Jaime Teevan

    发明人： Ryen W. White ,  Susan T. Dumais ,  Jaime Teevan

    IPC分类号： G06F17/30

    CPC分类号： G06F17/3053 ,  G06F17/30528 ,  G06F17/30554 ,  G06F17/30867

    摘要： A user's domain expertise may be estimated through several factors by monitoring different aspects of a user's interaction with a web browser. Based on the user's domain expertise, search results may be presented to the user that is commensurate with their expertise, resulting in a more efficient and productive on line session. A user's expertise in a knowledge domain may be determined from the user's behavior, including analyzing search queries, monitoring how the user navigates between and through websites, and analyzing the specific cites visited. As a user interacts with a browser, the user's estimated domain expertise may be updated and used to provide appropriate and useful search results. In many embodiments, a user may have different expertise levels for different technical domains.

    摘要翻译： 通过监控用户与网络浏览器的交互的不同方面，可以通过几个因素来估计用户的领域专长。 根据用户的领域专业知识，搜索结果可能会提供给与其专业知识相称的用户，从而在线会话中实现更高效和高效。 用户在知识领域的专业知识可以根据用户的行为来确定，包括分析搜索查询，监控用户在网站之间浏览和浏览网站，以及分析访问的具体引用。 当用户与浏览器进行交互时，用户的估计领域专业知识可能被更新并用于提供适当和有用的搜索结果。 在许多实施例中，用户可以针对不同的技术领域具有不同的专业知识水平。