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公开(公告)号：US20090106223A1
公开(公告)日：2009-04-23
申请号：US11874844
申请日：2007-10-18
IPC分类号： G06F7/00
CPC分类号： G06F17/30864 , G06N3/02
摘要： A neural network is used to process a set of ranking features in order to determine the relevancy ranking for a set of documents or other items. The neural network calculates a predicted relevancy score for each document and the documents can then be ordered by that score. Alternate embodiments apply a set of data transformations to the ranking features before they are input to the neural network. Training can be used to adapt both the neural network and certain of the data transformations to target environments.
摘要翻译： 使用神经网络来处理一组排名特征，以便确定一组文档或其他项目的相关性排名。 神经网络计算每个文档的预测相关性分数，然后可以通过该分数排序文档。 替代实施例在排序特征被输入到神经网络之前将一组数据变换应用于排序特征。 训练可以用来适应神经网络和某些数据转换到目标环境。
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公开(公告)号：US07840569B2
公开(公告)日：2010-11-23
申请号：US11874844
申请日：2007-10-18
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06N3/02
摘要： A neural network is used to process a set of ranking features in order to determine the relevancy ranking for a set of documents or other items. The neural network calculates a predicted relevancy score for each document and the documents can then be ordered by that score. Alternate embodiments apply a set of data transformations to the ranking features before they are input to the neural network. Training can be used to adapt both the neural network and certain of the data transformations to target environments.
摘要翻译： 神经网络用于处理一组排名特征，以便确定一组文档或其他项目的相关性排名。 神经网络计算每个文档的预测相关性分数，然后可以通过该分数排序文档。 替代实施例在排序特征被输入到神经网络之前将一组数据变换应用于排序特征。 训练可以用来适应神经网络和某些数据转换到目标环境。
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3.发明申请USER PIPELINE CONFIGURATION FOR RULE-BASED QUERY TRANSFORMATION, GENERATION AND RESULT DISPLAY 有权用户管道配置，用于基于规则的查询转换，生成和结果显示公开(公告)号：US20130110860A1
公开(公告)日：2013-05-02
申请号：US13287717
申请日：2011-11-02
申请人： Viktoriya Taranov , Pedro Dantas DeRose , Victor Poznanski , Yauhen Shnitko , Puneet Narula , Dmitriy Meyerzon
发明人： Viktoriya Taranov , Pedro Dantas DeRose , Victor Poznanski , Yauhen Shnitko , Puneet Narula , Dmitriy Meyerzon
IPC分类号： G06F17/30
CPC分类号： G06F17/30448
摘要： A query pipeline for an enterprise search system is configurable by a user of the system. A user may create rules for custom query transformation and parallel query generation, federation of queries, mixing of results and application of display layouts to the received search results. A user interface (UI) assists a user in configuring the search pipeline. For example, a user may enter condition action rules for queries that affect how a query is transformed, how parallel queries are generated, how queries are federated, how search results are ranked and displayed, how rules are ordered and the like.
摘要翻译： 用于企业搜索系统的查询流水线可由系统的用户配置。 用户可以创建用于自定义查询转换和并行查询生成，查询联合，结果混合和显示布局应用于接收到的搜索结果的规则。 用户界面（UI）帮助用户配置搜索管道。 例如，用户可以为影响查询如何转换的查询，如何并行查询生成，查询如何联合，查询结果如何排序和显示，规则如何排序等输入条件操作规则。
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公开(公告)号：US20110137893A1
公开(公告)日：2011-06-09
申请号：US12630981
申请日：2009-12-04
IPC分类号： G06F17/30
CPC分类号： G06F17/30675
摘要： A customizable ranking model of a search engine using custom ranking model configuration and parameters of a pre-defined human-readable format. The architecture can employ a markup language schema to represent the custom ranking model. In one implementation, the schema developed utilizes XML (extensible markup language) for representing the custom ranking model. Weights for dynamic and static relevance ingredients can be altered per ranking model and new relevance ingredients can be added. Additionally, features are provided for improving relevance such as adding terms to a thesaurus for synonym expansion, for example, the ability to deal with single terms either as compounds, and/or using custom word breaking rules.
摘要翻译： 使用自定义排名模型配置和预定义的人类可读格式的参数的可定制的搜索引擎排名模型。 该架构可以采用标记语言模式来表示自定义排名模型。 在一个实现中，开发的模式利用XML（可扩展标记语言）来表示自定义排名模型。 动态和静态相关成分的重量可以根据排名模型更改，并可添加新的相关成分。 另外，提供了用于提高相关性的功能，例如将术语添加到同义词扩展的词库中，例如，将单个术语作为化合物处理的能力和/或使用自定义单词断开规则。
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公开(公告)号：US08645361B2
公开(公告)日：2014-02-04
申请号：US13355290
申请日：2012-01-20
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： A query received from a user is directed to a particular search application (e.g. an Enterprise search portal) that is associated with a result source from which to retrieve results. The received query may be federated to additional result sources when the received query is determined to be a popular query in a result source. Query logs associated with the additional result sources are analyzed to determine when a query is popular as compared to the original result source. The query may be altered before being executed that uses one or more of the additional result sources. When the query (altered/unaltered) is determined to be popular for any of the additional result sources as compared to the original result source, the query is executed using that additional result source.
摘要翻译： 从用户接收的查询被定向到与要从其中检索结果的结果源相关联的特定搜索应用（例如，企业搜索门户）。 当接收到的查询被确定为结果源中的流行查询时，所接收的查询可以联合到附加结果源。 分析与附加结果源相关联的查询日志，以确定查询与原始结果源相比流行的时间。 在使用一个或多个附加结果源的执行之前，查询可能会被更改。 当与原始结果源相比，当查询（更改/未更改）被确定为任何附加结果源受欢迎时，使用该附加结果源执行查询。
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公开(公告)号：US20100169324A1
公开(公告)日：2010-07-01
申请号：US12345664
申请日：2008-12-30
申请人： Yauhen Shnitko , Dmitriy Meyerzon
发明人： Yauhen Shnitko , Dmitriy Meyerzon
IPC分类号： G06F17/30
CPC分类号： G06F17/30675 , G06F17/30722 , G06F17/30864
摘要： Technologies are described herein for ranking documents with social tags. A number ranking feature containing a number of times a document was tagged is received. A textual property ranking feature containing a union of each social tag associated with the document is also received. The number ranking feature is transformed into a static input value. Further, the textual property ranking feature is transformed into a dynamic input value. A document rank for the document is determined by inputting the static input value and/or the dynamic input value into a ranking function.
摘要翻译： 这里描述了用于使用社会标签对文档进行排序的技术。 收到包含文档被标记的次数的数字排名功能。 还收到包含与文档相关联的每个社会标签的联合的文本属性排名功能。 数字排序功能被转换为静态输入值。 此外，文本属性排名特征被转换成动态输入值。 通过将静态输入值和/或动态输入值输入排序函数来确定文档的文档等级。
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公开(公告)号：US20090319505A1
公开(公告)日：2009-12-24
申请号：US12141935
申请日：2008-06-19
申请人： Hang Li , Yunhua Hu , Guangping Gao , Yauhen Shnitko , Dmitriy Meyerzon , David Mowatt
发明人： Hang Li , Yunhua Hu , Guangping Gao , Yauhen Shnitko , Dmitriy Meyerzon , David Mowatt
CPC分类号： G06F17/2765 , G06N3/04
摘要： Various technologies and techniques are disclosed for calculating authorship dates for a document. A portion of a document to select to look for possible authorship dates is determined. The possible authorship dates are extracted from the portion of the document. A revised authorship date of the document is generated using a neural network. The revised authorship date is returned to an application or process that requested the date.
摘要翻译： 披露了各种技术和技术来计算文件的作者日期。 确定要选择查找可能的作者日期的文档的一部分。 可能的作者日期是从文档的部分中提取的。 使用神经网络生成文档的修订作者日期。 修改后的作者日期将返回给请求日期的应用程序或进程。
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公开(公告)号：US08296292B2
公开(公告)日：2012-10-23
申请号：US12625558
申请日：2009-11-25
IPC分类号： G06F17/30
CPC分类号： G06F17/30675 , G06F17/30864
摘要： A markup language schema utilized to represent internal ranking models. In one implementation, the schema developed utilizes XML (extensible markup language) for internal ranking model representation. Other markups languages can be employed.
摘要翻译： 用于表示内部排名模型的标记语言模式。 在一个实现中，开发的模式利用XML（可扩展标记语言）进行内部排名模型表示。 可以使用其他标记语言。
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公开(公告)号：US20100174712A1
公开(公告)日：2010-07-08
申请号：US12349518
申请日：2009-01-07
申请人： Boxin Li , Dmitriy Meyerzon , Yauhen Shnitko
发明人： Boxin Li , Dmitriy Meyerzon , Yauhen Shnitko
CPC分类号： G06F16/335
摘要： Tools and techniques for expertise ranking using social distance are provided. These tools may receive search queries from users, and extract from these search queries record identifiers associated with the users. In addition, the tools may extract query strings from the search queries. In connection with processing these queries, the tools may identify other users associated with a given user, with some of these other users being first-level colleagues of a given user, and some of these other users being second-level colleagues. The tools may identify documents within a search store that are associated with the other users, and may search these documents for any occurrences of the query string. In turn, results of the search may be ranked based on a social distance between the user and the other users, with the social distance indicating whether the other users are first-level or second-level colleagues of the user.
摘要翻译： 提供了使用社交距离的专业技术排名的工具和技术。 这些工具可以接收来自用户的搜索查询，并从这些搜索查询中提取记录与用户相关联的标识符。 此外，这些工具可能会从搜索查询中提取查询字符串。 关于处理这些查询，工具可以识别与给定用户相关联的其他用户，其中一些其他用户是给定用户的第一级同事，并且这些其他用户中的一些是二级同事。 这些工具可以识别与其他用户相关联的搜索商店内的文档，并且可以搜索这些文档以查找字符串的任何情况。 反过来，可以基于用户和其他用户之间的社交距离对搜索结果进行排名，其中社交距离指示其他用户是否是用户的一级或二级同事。
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10.发明申请Ranking and Providing Search Results Based In Part On A Number Of Click-Through Features 审中-公开排名并提供基于点击次数的搜索结果公开(公告)号：US20090106221A1
公开(公告)日：2009-04-23
申请号：US11874579
申请日：2007-10-18
IPC分类号： G06F17/30
CPC分类号： G06F16/951
摘要： Embodiments are configured to provide information based on a user query. In an embodiment, a system includes a search component having a ranking component that can be used to rank search results as part of a query response. In one embodiment, the ranking component includes a ranking algorithm that can use one or more click-through features to rank search results which may be returned in response to a query. Other embodiments are available.
摘要翻译： 实施例被配置为基于用户查询来提供信息。 在一个实施例中，系统包括具有排序组件的搜索组件，其可用于将搜索结果排序为查询响应的一部分。 在一个实施例中，排名组件包括排序算法，其可以使用一个或多个点击特征来排序可以响应于查询返回的搜索结果。 其他实施例是可用的。
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