公开(公告)号：US20050114313A1

公开(公告)日：2005-05-26

申请号：US10723112

申请日：2003-11-26

申请人： Christopher Campbell ,  Tomas Costello ,  Mahesh Joshi ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Christopher Campbell ,  Tomas Costello ,  Mahesh Joshi ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F17/30

CPC分类号： G06F16/3347

摘要： Disclosed are a system, method, and program storage device implementing the method of extracting information, wherein the method comprises inputting a query; searching a database of documents based on the query; retrieving documents from the database matching the query using a plurality of classifiers arranged in a hierarchical cascade of classifier layers, wherein each classifier comprises a set of weighted training data points comprising feature vectors representing any portion of a document; and weighing an output from the cascade according to a rate of success of query terms being matched by each layer of the cascade, wherein the weighing is performed using a terminal classifier.

摘要翻译： 公开了实现提取信息的方法的系统，方法和程序存储设备，其中所述方法包括输入查询; 基于查询搜索文档的数据库; 使用布置在分级层的分层级联中的多个分类器从数据库检索与数据库匹配的文档，其中每个分类器包括一组加权训练数据点，其包括代表文档的任何部分的特征向量; 并且根据级联的每个层匹配的查询项的成功率对来自级联的输出进行称量，其中使用终端分类器来执行称重。

公开(公告)号：US20090198646A1

公开(公告)日：2009-08-06

申请号：US12023479

申请日：2008-01-31

申请人： Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Frederick R. Reiss ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Frederick R. Reiss ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F17/30

CPC分类号： G06F16/36

摘要： Systems, methods and computer program products for an algebraic approach to rule-based information extraction. Exemplary embodiments include a method for rule-based information extraction, the method including specifying an annotator using algebraic operators, wherein each algebraic operator describes annotations identification from text documents.

摘要翻译： 用于基于规则的信息提取的代数方法的系统，方法和计算机程序产品。 示例性实施例包括用于基于规则的信息提取的方法，所述方法包括使用代数运算符指定注释器，其中每个代数运算符从文本文档描述注释标识。

公开(公告)号：US20090192987A1

公开(公告)日：2009-07-30

申请号：US12022777

申请日：2008-01-30

申请人： Alexander Loeser ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Alexander Loeser ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F17/30

CPC分类号： G06F16/9535 ,  G06F16/29

摘要： Exemplary embodiments of the present invention relate to a method for searching navigational pages within an intranet environment. The method comprises identifying a plurality of navigational pages, performing a page-level analysis upon each identified navigational page in order to determine if a navigational page can be categorized as a candidate navigational page, performing a cross-page analysis upon each determined candidate navigational page in order to generate a final set of navigational pages, associating each final navigational page with a predetermined semantic classification group, generating term variants for each navigational page, building a navigational index for each semantic classification grouping, and filtering user queries in association with a user profile of a user that is posing a query.

摘要翻译： 本发明的示例性实施例涉及一种用于在内部网环境中搜索导航页的方法。 该方法包括识别多个导航页面，在每个识别的导航页面上执行页面级分析，以便确定导航页面是否可以被分类为候选导航页面，在每个确定的候选导航页面上执行跨页面分析 为了生成最终导航页面集合，将每个最终导航页面与预定语义分类组相关联，为每个导航页面生成术语变体，为每个语义分类分组构建导航索引，并且与用户相关联地过滤用户查询 正在构成查询的用户的个人资料。

公开(公告)号：US20080228468A1

公开(公告)日：2008-09-18

申请号：US12129082

申请日：2008-05-29

申请人： Prasad M. Deshpande ,  Rajasekar Krishnamurthy ,  Sriram Raghaven ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Prasad M. Deshpande ,  Rajasekar Krishnamurthy ,  Sriram Raghaven ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F17/27

CPC分类号： G06F17/30967

摘要： The present invention relates to a methodology to translate exact interpretations of keyword queries into meaningful and grammatically correct plain-language queries in order to convey the meaning of these interpretations to the initiator of the search. The method includes the steps of generating at least one grammatically valid plain-language sentence interpretation for a keyword query from a generated sentence plain-language sentence clauses, wherein the grammatically valid plain-language sentence is based upon differing matching elements, and presenting at least one grammatically valid plain-language sentence interpretation for the keyword query to a keyword query system user for the user's review.

摘要翻译： 本发明涉及一种将关键字查询的精确解释转化为有意义和语法上正确的简单语言查询的方法，以将这些解释的含义传达给搜索的发起者。 该方法包括以下步骤：从生成的句子纯语句句子中产生关键词查询的至少一个语法有效的简单语言解释，其中语法有效的简单语句是基于不同的匹配元素，并且至少呈现 用于用户评论的关键字查询系统用户的关键字查询的一种语法有效的简单语句解释。

公开(公告)号：US20070088734A1

公开(公告)日：2007-04-19

申请号：US11251382

申请日：2005-10-14

申请人： Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F7/00

CPC分类号： G06F17/241 ,  Y10S707/99933 ,  Y10S707/99943

摘要： A query interpretation system exploits semantic annotations in keyword queries over a collection of text documents, casting semantic annotations produced by text analysis engines into a formal annotation type system. The system uses the annotation type system to enumerate various interpretations of a keyword query and automatically translate a keyword query into a set of interpretations expressed in some intermediate query language. The system returns a result list of documents by combining the results of executing one or more of these interpretations. Even though the system generates and uses a complex type system, a user is able to use simple keyword queries to locate documents.

摘要翻译： 查询解释系统利用文本文档集合中的关键字查询中的语义注释，将由文本分析引擎生成的语义注释转换为正式的注释类型系统。 系统使用注释类型系统来枚举关键词查询的各种解释，并自动将关键字查询转换为以一些中间查询语言表达的一组解释。 系统通过组合执行这些解释中的一个或多个的结果来返回文档的结果列表。 即使系统生成并使用复杂类型的系统，用户也可以使用简单的关键词查询来定位文档。

公开(公告)号：US07130777B2

公开(公告)日：2006-10-31

申请号：US10723471

申请日：2003-11-26

申请人： Ashutosh Garg ,  Jayram S. Thathachar ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Ashutosh Garg ,  Jayram S. Thathachar ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F17/10

CPC分类号： G06Q30/02 ,  G06Q30/0282

摘要： Disclosed is a system, method, and program storage device of aggregating opinions comprising consolidating a plurality of expressed opinions on various dimensions of topics as discrete probability distributions, generating an aggregate opinion as a single point probability distribution by minimizing a sum of weighted divergences between a plurality of the discrete probability distributions, and presenting the aggregate opinion as a Bayesian network, wherein the divergences comprise Kullback-Liebler distance divergences, and wherein the expressed opinions are generated by experts and comprise opinions on sentiments of products and services. Moreover, the aggregate opinion predicts success of the products and services. Furthermore, the experts are arranged in a hierarchy of knowledge, wherein the knowledge comprises the various dimensions of topics for which opinions may be expressed upon.

摘要翻译： 公开了一种集合意见的系统，方法和程序存储装置，包括将关于主题的各个维度的多个表达的意见合并为离散概率分布，通过最小化一个点概率分布的加权差异之和来生成聚合意见作为单点概率分布 多个离散概率分布，并将总体意见呈现为贝叶斯网络，其中分歧包括Kullback-Liebler距离差异，并且其中所表达的意见由专家产生并且包括对产品和服务的感觉的意见。 此外，总体意见预测产品和服务的成功。 此外，专家们被安排在知识层次中，其中知识包括可以表达意见的主题的各个维度。

公开(公告)号：US08000957B2

公开(公告)日：2011-08-16

申请号：US12129082

申请日：2008-05-29

申请人： Prasad M. Deshpande ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Prasad M. Deshpande ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F17/28 ,  G06F17/27 ,  G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30967

摘要： The present invention relates to a methodology to translate exact interpretations of keyword queries into meaningful and grammatically correct plain-language queries in order to convey the meaning of these interpretations to the initiator of the search. The method includes the steps of generating at least one grammatically valid plain-language sentence interpretation for a keyword query from a generated sentence plain-language sentence clauses, wherein the grammatically valid plain-language sentence is based upon differing matching elements, and presenting at least one grammatically valid plain-language sentence interpretation for the keyword query to a keyword query system user for the user's review.

摘要翻译： 本发明涉及一种将关键字查询的精确解释转化为有意义和语法上正确的简单语言查询的方法，以将这些解释的含义传达给搜索的发起者。 该方法包括以下步骤：从生成的句子纯语句句子中产生关键词查询的至少一个语法有效的简单语言解释，其中语法有效的简单语句是基于不同的匹配元素，并且至少呈现 用于用户评论的关键字查询系统用户的关键字查询的一种语法有效的简单语句解释。

公开(公告)号：US20090049021A1

公开(公告)日：2009-02-19

申请号：US12257110

申请日：2008-10-23

申请人： Krishna Prasad Chitrapura ,  Rahul Gupta ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

发明人： Krishna Prasad Chitrapura ,  Rahul Gupta ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu

IPC分类号： G06F7/06 ,  G06F17/30

CPC分类号： G06F17/30616 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99942 ,  Y10S707/99943

摘要： A text annotation structured storage system stores text annotations with associated type information in a structured data store. The present system persists or stores annotations in a structured data store in an indexable and queryable format. Exemplary structured data stores comprise XML databases and relational databases. The system exploits type information in a type system to develop corresponding schemas in a structured data model. The system comprises techniques for mapping annotations to an XML data model and a relational data model. The system captures various features of the type system, such as complex types and inheritance, in the schema for the persistent store. In particular, the repository provides support for path navigation over the hierarchical type system starting at any type.

摘要翻译： 文本注释结构化存储系统将具有关联类型信息的文本注释存储在结构化数据存储中。 本系统以可索引和可​​查询的格式将批注持久存储在结构化数据存储中。 示例性结构化数据存储包括XML数据库和关系数据库。 系统利用类型系统中的类型信息来开发结构化数据模型中的相应模式。 该系统包括用于将注释映射到XML数据模型和关系数据模型的技术。 系统在持久存储的架构中捕获类型系统的各种功能，例如复杂类型和继承。 特别地，存储库提供对从任何类型开始的分层式系统的路径导航的支持。

公开(公告)号：US07487174B2

公开(公告)日：2009-02-03

申请号：US11334255

申请日：2006-01-17

申请人： Krishna Prasad Chitrapura ,  Rahul Gupta ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu ,  Jennifer L Beckmann

发明人： Krishna Prasad Chitrapura ,  Rahul Gupta ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu ,  Jennifer L Beckmann

IPC分类号： G06F17/30

CPC分类号： G06F17/30616 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99942 ,  Y10S707/99943

摘要： A text annotation structured storage method stores text annotations with associated type information in a structured data store. The present system persists or stores annotations in a structured data store in an indexable and queryable format. Exemplary structured data stores comprise XML databases and relational databases. The method exploits type information in a type system to develop corresponding schemas in a structured data model. The method comprises techniques for mapping annotations to an XML data model and a relational data model. The method captures various features of the type system, such as complex types and inheritance, in the schema for the persistent store. In particular, the repository provides support for path navigation over the hierarchical type system starting at any type.

摘要翻译： 文本注释结构化存储方法将具有关联类型信息的文本注释存储在结构化数据存储中。 本系统以可索引和可​​查询的格式将批注持久存储在结构化数据存储中。 示例性结构化数据存储包括XML数据库和关系数据库。 该方法利用类型系统中的类型信息在结构化数据模型中开发相应的模式。 该方法包括将注释映射到XML数据模型和关系数据模型的技术。 该方法在持久存储的架构中捕获类型系统的各种功能，例如复杂类型和继承。 特别地，存储库提供对从任何类型开始的分层式系统的路径导航的支持。

公开(公告)号：US08103705B2

公开(公告)日：2012-01-24

申请号：US12257110

申请日：2008-10-23

申请人： Krishna Prasad Chitrapura ,  Rahul Gupta ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu ,  Jennifer L. Beckmann

发明人： Krishna Prasad Chitrapura ,  Rahul Gupta ,  Rajasekar Krishnamurthy ,  Sriram Raghavan ,  Shivakumar Vaithyanathan ,  Huaiyu Zhu ,  Jennifer L. Beckmann

IPC分类号： G06F17/30

CPC分类号： G06F17/30616 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99942 ,  Y10S707/99943

摘要： A text annotation structured storage system stores text annotations with associated type information in a structured data store. The present system persists or stores annotations in a structured data store in an indexable and queryable format. Exemplary structured data stores comprise XML databases and relational databases. The system exploits type information in a type system to develop corresponding schemas in a structured data model. The system comprises techniques for mapping annotations to an XML data model and a relational data model. The system captures various features of the type system, such as complex types and inheritance, in the schema for the persistent store. In particular, the repository provides support for path navigation over the hierarchical type system starting at any type.

摘要翻译： 文本注释结构化存储系统将具有关联类型信息的文本注释存储在结构化数据存储中。 本系统以可索引和可​​查询的格式将批注持久存储在结构化数据存储中。 示例性结构化数据存储包括XML数据库和关系数据库。 系统利用类型系统中的类型信息来开发结构化数据模型中的相应模式。 该系统包括用于将注释映射到XML数据模型和关系数据模型的技术。 系统在持久存储的架构中捕获类型系统的各种功能，例如复杂类型和继承。 特别地，存储库提供对从任何类型开始的分层式系统的路径导航的支持。