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1. 发明授权

US06950821B2 System and method for resolving distributed network search queries to information providers 有权
标题翻译：将分布式网络搜索查询解析为信息提供者的系统和方法
公开(公告)号：US06950821B2
公开(公告)日：2005-09-27
申请号：US10106601
申请日：2002-03-26
申请人： Yaroslav Faybishenko , Gene H. Kan , Thomas J. Camarda , Sherif Botros , John Beatty , Douglass R. Cutting
发明人： Yaroslav Faybishenko , Gene H. Kan , Thomas J. Camarda , Sherif Botros , John Beatty , Douglass R. Cutting
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , Y10S707/959
摘要： Systems and methods for resolving search queries to information providers in a distributing search network. In a network including nodes generating search requests and nodes providing information, a node may operate as hub to route search requests from requesting nodes to provider nodes. Providers may register with a network hub. Registration information may include address information and data indicating the queries or type of queries for which that provider may have relevant data. A hub may resolve search queries against provider registrations to determine a set of providers to which to route each search query. Several systems and methods of selecting some of the providers are described, including the use of bidding, ranking, and statistical data.
摘要翻译：用于将搜索查询解析到分发搜索网络中的信息提供者的系统和方法。在包括生成搜索请求的节点和提供信息的节点的网络中，节点可以作为集线器来操作将请求节点的搜索请求路由到提供商节点。提供商可以向网络中心注册。注册信息可以包括地址信息和指示该提供者可能具有相关数据的查询或查询类型的数据。中心可以解决针对提供商注册的搜索查询，以确定用于路由每个搜索查询的一组提供者。描述了选择一些提供商的几种系统和方法，包括使用投标，排名和统计数据。

2. 发明授权

US06934702B2 Method and system of routing messages in a distributed search network 有权
标题翻译：在分布式搜索网络中路由消息的方法和系统
公开(公告)号：US06934702B2
公开(公告)日：2005-08-23
申请号：US10106604
申请日：2002-03-26
申请人： Yaroslav Faybishenko , Gene H. Kan , Sherif Botros , John Beatty , Douglass R. Cutting
发明人： Yaroslav Faybishenko , Gene H. Kan , Sherif Botros , John Beatty , Douglass R. Cutting
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , Y10S707/959 , Y10S707/99933
摘要： A system and method for distributing search requests in a network. The system and method may also route search responses. Network nodes operating as consumer or requesting nodes generate the search requests. Nodes operating as hubs are configured to route the search requests in the network. Individual nodes operating as provider nodes receive the search request and in response may generate search results according to their own procedures and return them. Communication between nodes in the network may use a common query protocol. Hub nodes may resolve the search requests to a subset of the provider nodes in the network, for example by matching search requests with registration information from nodes. Search results may be customized at various stages in the network.
摘要翻译：一种用于在网络中分发搜索请求的系统和方法。系统和方法也可以路由搜索响应。作为消费者或请求节点运行的网络节点生成搜索请求。用作集线器的节点被配置为在网络中路由搜索请求。作为提供商节点运行的单个节点接收搜索请求，并且响应可以根据其自己的过程生成搜索结果并返回它们。网络中的节点之间的通信可以使用公共查询协议。集线器节点可以将搜索请求解析到网络中的提供商节点的子集，例如通过将搜索请求与来自节点的注册信息相匹配。搜索结果可以在网络的各个阶段进行定制。

3. 发明授权

US09171057B2 Classifying data using machine learning 有权
标题翻译：使用机器学习分类数据
公开(公告)号：US09171057B2
公开(公告)日：2015-10-27
申请号：US13945720
申请日：2013-07-18
申请人： Sherif Botros
发明人： Sherif Botros
IPC分类号： G06F17/30 , G06Q10/00
CPC分类号： G06F17/30598 , G06Q10/00
摘要： Techniques for data classification include matching one or more attributes of a commodity with one or more terms of a plurality of terms in a word matrix; generating, based on the matching, a vector for the commodity; and identifying, based on the vector, one or more classification regions that each define a classification of the commodity.
摘要翻译：用于数据分类的技术包括将商品的一个或多个属性与单词矩阵中的多个术语中的一个或多个术语进行匹配; 基于匹配产生商品的向量; 以及基于所述向量来识别每个定义所述商品分类的一个或多个分类区域。

4. 发明申请

US20130185286A1 SEARCHING FOR ASSOCIATED EVENTS IN LOG DATA 有权
公开(公告)号：US20130185286A1
公开(公告)日：2013-07-18
申请号：US13668847
申请日：2012-11-05
申请人： Boris Galitsky , Sherif Botros
发明人： Boris Galitsky , Sherif Botros
IPC分类号： G06F17/30
CPC分类号： G06F17/30424 , G06F17/30637 , G06F17/30666
摘要： To retrieve a sequence of associated events in log data, a request expression is parsed to retrieve types of dependencies between events which are searched, and the constraints (e.g., keywords) which characterize each event. Based on the parsing results, query components can be formed, expressing the constraints for individual events and interrelations (e.g., time spans) between events. A resultant span query comprising the query components can then be run against an index of events, which encodes a mutual location of associated events in storage.

5. 发明授权

US07925678B2 Customized reporting and mining of event data 有权
标题翻译：定制报告和挖掘事件数据
公开(公告)号：US07925678B2
公开(公告)日：2011-04-12
申请号：US11623010
申请日：2007-01-12
申请人： Sherif Botros , Jian L. Zhen , Minjun Liu , Boris Galitsky
发明人： Sherif Botros , Jian L. Zhen , Minjun Liu , Boris Galitsky
IPC分类号： G06F17/30
CPC分类号： G06F17/30991 , Y10S707/99943
摘要： Event data (e.g., log messages) are represented as sets of attribute/value pairs. An index maps each attribute/value pair or attribute/value tuple to a pointer that points to event data which contains the attribute/value pair or attribute/value tuple. An attribute co-occurrence map or matrix can be generated that includes attribute names that co-occur together. Queries and custom reports can be generated by projecting event data into one or more attributes or attribute/value pairs, and then determining statistics on other attributes using a combination of the inverted index, the attribute co-occurrence map or matrix, operations on sets and/or math and statistical functions.
摘要翻译：事件数据（例如，日志消息）被表示为属性/值对的集合。索引将每个属性/值对或属性/值元组映射到指向包含属性/值对或属性/值元组的事件数据的指针。可以生成包括共同出现的属性名称的属性共现映射或矩阵。可以通过将事件数据投影到一个或多个属性或属性/值对中来生成查询和自定义报告，然后使用反向索引，属性共现映射或矩阵的组合来确定其他属性的统计信息，集合上的操作和 /或数学和统计功能。

6. 发明申请

US20130297634A1 Entity Name Variant Generator 审中-公开
标题翻译：实体名称变体发生器
公开(公告)号：US20130297634A1
公开(公告)日：2013-11-07
申请号：US13465848
申请日：2012-05-07
申请人： Mohammad Shami , David Herman , Sherif Botros
发明人： Mohammad Shami , David Herman , Sherif Botros
IPC分类号： G06F17/30
CPC分类号： G06F17/273 , G06F17/278
摘要： Data is received that comprises an entity name. Thereafter, it is determined (i) whether there are any punctuation variations for the entity name, (ii) whether there is at least one character to drop from the entity name, and (iii) whether there are alternative equivalents of at least a portion of the entity name. After such determinations have been made, a plurality of variants for the entity name is generated based on a combination of each determined punctuation variation, determined at least one character to drop, and determined alternative equivalent. Related apparatus, systems, techniques and articles are also described.
摘要翻译：收到包含实体名称的数据。此后，确定（i）实体名称是否存在任何标点符号变化，（ii）是否存在至少一个字符从实体名称中删除，以及（iii）是否存在至少一部分的替代等同物的实体名称。在进行这样的确定之后，基于确定的至少一个字符和下降的确定的标点符号变化的组合以及确定的替代等效物来生成用于实体名称的多个变体。还描述了相关设备，系统，技术和物品。

7. 发明申请

US20130198187A1 Classifying Data Using Machine Learning 有权
标题翻译：使用机器学习分类数据
公开(公告)号：US20130198187A1
公开(公告)日：2013-08-01
申请号：US13362598
申请日：2012-01-31
申请人： Sherif Botros
发明人： Sherif Botros
IPC分类号： G06F17/30
CPC分类号： G06F17/30598 , G06Q10/00
摘要： Techniques for data classification include receiving, at a local computing system, a query from a remote computing system, the query comprising data associated with a commodity, the data comprising one or more attributes of the commodity; matching the one or more attributes of the commodity with one or more terms of a plurality of terms in a word matrix that includes a plurality of nodes that each include a term of the plurality of terms and a plurality of links that each connect two or more nodes and define a similarity between the two or more nodes; generating, based on the matching, a numerical vector for the business enterprise commodity; identifying one or more classification regions that each define a classification of the commodity; and preparing the classifications for display at the remote computing system.
摘要翻译：用于数据分类的技术包括在本地计算系统处接收来自远程计算系统的查询，所述查询包括与商品相关联的数据，所述数据包括商品的一个或多个属性; 将商品的一个或多个属性与包括多个节点的多个条目中的多个术语中的多个术语的一个或多个术语相匹配，每个节点包括多个术语的术语，以及多个链接，每个连接两个或多个节点并定义两个或多个节点之间的相似度; 基于匹配，产生商业企业商品的数字向量; 识别每个定义商品分类的一个或多个分类区域; 并准备在远程计算系统上显示的分类。

8. 发明授权

US08498986B1 Classifying data using machine learning 有权
标题翻译：使用机器学习分类数据
公开(公告)号：US08498986B1
公开(公告)日：2013-07-30
申请号：US13362598
申请日：2012-01-31
申请人： Sherif Botros
发明人： Sherif Botros
IPC分类号： G06F17/30
CPC分类号： G06F17/30598 , G06Q10/00
摘要： Techniques for data classification include receiving, at a local computing system, a query from a remote computing system, the query comprising data associated with a commodity, the data comprising one or more attributes of the commodity; matching the one or more attributes of the commodity with one or more terms of a plurality of terms in a word matrix that includes a plurality of nodes that each include a term of the plurality of terms and a plurality of links that each connect two or more nodes and define a similarity between the two or more nodes; generating, based on the matching, a numerical vector for the business enterprise commodity; identifying one or more classification regions that each define a classification of the commodity; and preparing the classifications for display at the remote computing system.
摘要翻译：用于数据分类的技术包括在本地计算系统处接收来自远程计算系统的查询，所述查询包括与商品相关联的数据，所述数据包括商品的一个或多个属性; 将商品的一个或多个属性与包括多个节点的多个条目中的多个术语中的多个术语的一个或多个术语相匹配，每个节点包括多个术语的术语，以及多个链接，每个连接两个或多个节点并定义两个或多个节点之间的相似度; 基于匹配，产生商业企业商品的数字向量; 识别每个定义商品分类的一个或多个分类区域; 并准备在远程计算系统上显示的分类。

9. 发明授权

US08380752B2 Customized reporting and mining of event data 有权
标题翻译：定制报告和挖掘事件数据
公开(公告)号：US08380752B2
公开(公告)日：2013-02-19
申请号：US13084288
申请日：2011-04-11
申请人： Sherif Botros , Jian L. Zhen , Minjun Liu , Boris Galitsky
发明人： Sherif Botros , Jian L. Zhen , Minjun Liu , Boris Galitsky
IPC分类号： G06F17/30
CPC分类号： G06F17/30991 , Y10S707/99943
摘要： Event data (e.g., log messages) are represented as sets of attribute/value pairs. An index maps each attribute/value pair or attribute/value tuple to a pointer that points to event data which contains the attribute/value pair or attribute/value tuple. An attribute co-occurrence map or matrix can be generated that includes attribute names that co-occur together. Queries and custom reports can be generated by projecting event data into one or more attributes or attribute/value pairs, and then determining statistics on other attributes using a combination of the inverted index, the attribute co-occurrence map or matrix, operations on sets and/or math and statistical functions.
摘要翻译：事件数据（例如，日志消息）被表示为属性/值对的集合。索引将每个属性/值对或属性/值元组映射到指向包含属性/值对或属性/值元组的事件数据的指针。可以生成包括共同出现的属性名称的属性共现映射或矩阵。可以通过将事件数据投影到一个或多个属性或属性/值对中来生成查询和自定义报告，然后使用反向索引，属性共现映射或矩阵的组合来确定其他属性的统计信息，集合上的操作和 /或数学和统计功能。

10. 发明申请

US20110191373A1 Customized Reporting and Mining of Event Data 有权
标题翻译：定制报告和挖掘事件数据
公开(公告)号：US20110191373A1
公开(公告)日：2011-08-04
申请号：US13084288
申请日：2011-04-11
申请人： Sherif Botros , Jian L. Zhen , Minjun Liu , Boris Galitsky
发明人： Sherif Botros , Jian L. Zhen , Minjun Liu , Boris Galitsky
IPC分类号： G06F17/30
CPC分类号： G06F17/30991 , Y10S707/99943
摘要： Event data (e.g., log messages) are represented as sets of attribute/value pairs. An index maps each attribute/value pair or attribute/value tuple to a pointer that points to event data which contains the attribute/value pair or attribute/value tuple. An attribute co-occurrence map or matrix can be generated that includes attribute names that co-occur together. Queries and custom reports can be generated by projecting event data into one or more attributes or attribute/value pairs, and then determining statistics on other attributes using a combination of the inverted index, the attribute co-occurrence map or matrix, operations on sets and/or math and statistical functions.
摘要翻译：事件数据（例如，日志消息）被表示为属性/值对的集合。索引将每个属性/值对或属性/值元组映射到指向包含属性/值对或属性/值元组的事件数据的指针。可以生成包括共同出现的属性名称的属性共现映射或矩阵。可以通过将事件数据投影到一个或多个属性或属性/值对中来生成查询和自定义报告，然后使用反向索引，属性共现映射或矩阵的组合来确定其他属性的统计信息，集合上的操作和 /或数学和统计功能。

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