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    • 2. 发明申请
    • Personalizing Search Results Based on User-Generated Content
    • 基于用户生成的内容个性化搜索结果
    • US20150169772A1
    • 2015-06-18
    • US14104573
    • 2013-12-12
    • Microsoft Corporation
    • Omar AlonsoXavier LegrosKevin Lee Haas
    • G06F17/30
    • G06F16/9535G06Q30/0269
    • Systems, methods, and media for responding to search queries from a computer user with personalized search results are presented. A user vector is generated for a user. The user vector is generated by repeatedly accessing a plurality of network sites to obtain user-generated content, and updating the user vector according to the user-generated content. Moreover, a plurality of search results is identified in response to a query. Each of the search results is associated with a score. A user vector is obtained and the scores of the search results are weighted. A subset of the search results having favorable scores is selected and a search results page is generated from the subset of search results. The generated search results page is returned in response to the search query.
    • 呈现用于响应来自具有个性化搜索结果的计算机用户的搜索查询的系统,方法和媒体。 为用户生成用户向量。 通过重复访问多个网络站点以获得用户生成的内容并根据用户生成的内容来更新用户向量来生成用户向量。 此外,响应于查询来识别多个搜索结果。 每个搜索结果与分数相关联。 获得用户向量,并对搜索结果的分数进行加权。 选择具有有利分数的搜索结果的子集,并从搜索结果的子集生成搜索结果页面。 响应于搜索查询返回生成的搜索结果页面。
    • 4. 发明申请
    • MULTIDIMENSIONAL SEARCH ARCHITECTURE
    • 多维度搜索架构
    • US20140136504A1
    • 2014-05-15
    • US13674926
    • 2012-11-12
    • MICROSOFT CORPORATION
    • Heung Yeung ShumDerrick Leslie ConnellXavier LegrosKevin L. HaasKang Li
    • G06F17/30
    • G06F17/30864G06F17/30011G06F17/30554G06F17/30598
    • Search results can include, not only responsive content, typically in the form of documents, but can also include information regarding responsive entities, including tasks relevant to those entities, and can include identifications of individuals from whom additional information can be obtained, or who are otherwise relevant to the search. An association between entities and documents referencing those entities is identified and maintained. Documents responsive to a user's search query are identified utilizing existing algorithmic mechanisms and such identified responsive documents are referenced to determine whether they are associated with one or more entities. Additionally, a people/query mapping is maintained associating individual people with specific queries. User actions directed to one or more people in response to a query are utilized as a feedback loop. User actions directed to one dimension of search results can be utilized to generate updated search queries providing updated search results in other dimensions.
    • 搜索结果不仅包括响应内容,通常以文档的形式,还可以包括有关响应实体的信息,包括与这些实体相关的任务,并且可以包括可从中获得附加信息的个人的标识, 否则与搜索有关。 确定并维护引用这些实体的实体和文档之间的关联。 使用现有的算法机制来识别响应于用户的搜索查询的文档,并且引用这种所识别的响应文档以确定它们是否与一个或多个实体相关联。 此外,维护人员/查询映射将个人与特定查询相关联。 用作响应查询的一个或多个人的用户操作被用作反馈回路。 针对搜索结果的一个维度的用户操作可用于生成更新的搜索查询,从而在其他维度上提供更新的搜索结果。