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1. 发明授权

US08793239B2 Method and system for form-filling crawl and associating rich keywords 有权
标题翻译：表单填充方法和系统抓取和关联丰富的关键字
公开(公告)号：US08793239B2
公开(公告)日：2014-07-29
申请号：US12576011
申请日：2009-10-08
申请人： Nilesh Dalvi , Raghu Ramakrishnan , Vinay Kakade , Arup Kumar Choudhury , Sathiya Keerthi Selvaraj , Philip Bohannon , Mani Abrol , David Ciemiewicz , Arun Shankar Iyer , Vipul Agarwal , Alok S. Kirpal
发明人： Nilesh Dalvi , Raghu Ramakrishnan , Vinay Kakade , Arup Kumar Choudhury , Sathiya Keerthi Selvaraj , Philip Bohannon , Mani Abrol , David Ciemiewicz , Arun Shankar Iyer , Vipul Agarwal , Alok S. Kirpal
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30864
摘要： Techniques are provided for the efficient location, processing, and retrieval of local product information derived from web pages generally locatable through form queries submitted to web pages often referred to as the “deep” or “hidden” web. In an embodiment, information such as product information and dealer-location information is located on a web page form such as a dealer-locator form. After location of a suitable web page form, editorial wrapping is performed to create an automated information extraction process. Using the automated information extractor, deep-web crawling is performed. A grid-based extraction of individual business records is performed, and matching and ingestion are performed in conjunction with a business listing database. Finally, metadata tags are added to entries in the business listing database. Metadata tags also may be added to entries in other databases.
摘要翻译：提供了技术，用于有效地定位，处理和检索从通常可通过提交到通常被称为“深”或“隐藏”网络的网页的表单查询的网页获得的本地产品信息。在一个实施例中，诸如产品信息和经销商位置信息的信息位于诸如经销商定位器形式的网页形式上。在找到合适的网页表单之后，执行编辑包装以创建自动化信息提取过程。使用自动信息提取器，执行深度网页抓取。执行单个业务记录的基于网格的提取，并且与业务列表数据库一起执行匹配和摄取。最后，元数据标签被添加到业务列表数据库中的条目。元数据标签也可以添加到其他数据库中的条目。

2. 发明申请

US20110087646A1 Method and System for Form-Filling Crawl and Associating Rich Keywords 有权
标题翻译：填写查询和关联丰富关键字的方法和系统
公开(公告)号：US20110087646A1
公开(公告)日：2011-04-14
申请号：US12576011
申请日：2009-10-08
申请人： Nilesh Dalvi , Raghu Ramakrishnan , Vinay Kakade , Arup Kumar Choudhury , Sathiya Keerthi Selvaraj , Philip Bohannon , Mani Abrol , David Ciemiewicz , Arun Shankar Iyer , Vipul Agarwal , Alok S. Kirpal
发明人： Nilesh Dalvi , Raghu Ramakrishnan , Vinay Kakade , Arup Kumar Choudhury , Sathiya Keerthi Selvaraj , Philip Bohannon , Mani Abrol , David Ciemiewicz , Arun Shankar Iyer , Vipul Agarwal , Alok S. Kirpal
IPC分类号： G06F7/10 , G06F17/30
CPC分类号： G06F17/30864
摘要： Techniques are provided for the efficient location, processing, and retrieval of local product information derived from web pages generally locatable through form queries submitted to web pages often referred to as the “deep” or “hidden” web. In an embodiment, information such as product information and dealer-location information is located on a web page form such as a dealer-locator form. After location of a suitable web page form, editorial wrapping is performed to create an automated information extraction process. Using the automated information extractor, deep-web crawling is performed. A grid-based extraction of individual business records is performed, and matching and ingestion are performed in conjunction with a business listing database. Finally, metadata tags are added to entries in the business listing database. Metadata tags also may be added to entries in other databases.
摘要翻译：提供技术用于从通常通过提交到通常被称为“深”或“隐藏”网络的网页的表单查询的定位的网页获得的本地产品信息的有效定位，处理和检索。在一个实施例中，诸如产品信息和经销商位置信息的信息位于诸如经销商定位器形式的网页形式上。在找到合适的网页表单之后，执行编辑包装以创建自动化信息提取过程。使用自动信息提取器，执行深度网页抓取。执行单个业务记录的基于网格的提取，并且与业务列表数据库一起执行匹配和摄取。最后，元数据标签被添加到业务列表数据库中的条目。元数据标签也可以添加到其他数据库中的条目。

3. 发明申请

US20110113063A1 METHOD AND SYSTEM FOR BRAND NAME IDENTIFICATION 审中-公开
标题翻译：品牌名称识别方法与系统
公开(公告)号：US20110113063A1
公开(公告)日：2011-05-12
申请号：US12615243
申请日：2009-11-09
申请人： Bob Schulman , Sathiya Keerthi Selvaraj , Vinay Kakade , Mani Abrol , Amit Basu , Arun Shankar Iyer , Philip Bohannon
发明人： Bob Schulman , Sathiya Keerthi Selvaraj , Vinay Kakade , Mani Abrol , Amit Basu , Arun Shankar Iyer , Philip Bohannon
IPC分类号： G06F17/30
CPC分类号： G06F16/907
摘要： A method for identifying a brand name is described herein. The method involves obtaining category keywords associated with a category, designating a subgroup of the category keywords as brand name keywords for a particular brand name, receiving a search term, determining that the search term is a brand name keyword, and identifying the particular brand name corresponding to the brand name keyword.
摘要翻译：本文描述了用于识别品牌名称的方法。该方法包括获取与类别相关联的类别关键字，将类别关键字的子组指定为特定品牌名称的品牌关键字，接收搜索词，确定搜索词是品牌名称关键字，以及识别特定品牌名称对应品牌名称关键字。

4. 发明授权

US08903800B2 System and method for indexing food providers and use of the index in search engines 有权
标题翻译：用于索引食品供应商的系统和方法以及在搜索引擎中使用索引
公开(公告)号：US08903800B2
公开(公告)日：2014-12-02
申请号：US12792447
申请日：2010-06-02
申请人： Vinay Kakade , Sathiya Keerthi Selvaraj , Philip Bohannon
发明人： Vinay Kakade , Sathiya Keerthi Selvaraj , Philip Bohannon
IPC分类号： G06F7/00 , G06F17/30 , G06Q30/02 , G06Q50/12
CPC分类号： G06F17/30864 , G06F17/30873 , G06F17/30876 , G06Q30/0201 , G06Q30/0282 , G06Q50/12
摘要： Methods, systems and computer readable mediums are provided for indexing network resources. One method includes accessing, using one or more computer systems, a data store of menu items. The method further includes accessing identification information associated with one or more food providers from one or more data sources. One or more network resources are crawled based on the identification information to search for one or more menu items in the data store of menu items associated with corresponding ones of the food providers. Using the one or more computing systems, an index feed is generated, the index feed comprising the identification information of one or more of the food providers, and one or more menu items associated with the identification information of corresponding food providers based on the crawl and search.
摘要翻译：提供方法，系统和计算机可读介质用于索引网络资源。一种方法包括使用一个或多个计算机系统访问菜单项的数据存储。该方法还包括从一个或多个数据源访问与一个或多个食物提供者相关联的识别信息。基于识别信息来爬行一个或多个网络资源，以搜索与对应的食品供应商相关联的菜单项的数据存储中的一个或多个菜单项。使用一个或多个计算系统，生成索引馈送，索引馈送包括一个或多个食物提供者的识别信息，以及与基于爬行的相应食品供应商的识别信息相关联的一个或多个菜单项，以及搜索。

5. 发明申请

US20110302148A1 System and Method for Indexing Food Providers and Use of the Index in Search Engines 有权
标题翻译：索引食品供应商的系统和方法以及搜索引擎中的索引使用
公开(公告)号：US20110302148A1
公开(公告)日：2011-12-08
申请号：US12792447
申请日：2010-06-02
申请人： Vinay Kakade , Sathiya Keerthi Selvaraj , Philip Bohannon
发明人： Vinay Kakade , Sathiya Keerthi Selvaraj , Philip Bohannon
IPC分类号： G06F17/30 , G06Q50/00 , G06F3/048 , G06Q99/00
CPC分类号： G06F17/30864 , G06F17/30873 , G06F17/30876 , G06Q30/0201 , G06Q30/0282 , G06Q50/12
摘要： Methods, systems and computer readable mediums are provided for indexing network resources. One method includes accessing, using one or more computer systems, a data store of menu items. The method further includes accessing identification information associated with one or more food providers from one or more data sources. One or more network resources are crawled based on the identification information to search for one or more menu items in the data store of menu items associated with corresponding ones of the food providers. Using the one or more computing systems, an index feed is generated, the index feed comprising the identification information of one or more of the food providers, and one or more menu items associated with the identification information of corresponding food providers based on the crawl and search.
摘要翻译：提供方法，系统和计算机可读介质用于索引网络资源。一种方法包括使用一个或多个计算机系统访问菜单项的数据存储。该方法还包括从一个或多个数据源访问与一个或多个食物提供者相关联的识别信息。基于识别信息来爬行一个或多个网络资源，以搜索与对应的食品供应商相关联的菜单项的数据存储中的一个或多个菜单项。使用一个或多个计算系统，生成索引馈送，索引馈送包括一个或多个食物提供者的识别信息，以及与基于爬行的相应食品供应商的识别信息相关联的一个或多个菜单项，以及搜索。

6. 发明授权

US08880520B2 Selectively adding social dimension to web searches 有权
标题翻译：选择性地将社交维度添加到网络搜索
公开(公告)号：US08880520B2
公开(公告)日：2014-11-04
申请号：US12764818
申请日：2010-04-21
申请人： Tom Gulik , Arun Shankar Iyer , Prasenjit Sarkar , Vinay Kakade , Erwin Tam
发明人： Tom Gulik , Arun Shankar Iyer , Prasenjit Sarkar , Vinay Kakade , Erwin Tam
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： Embodiments are directed towards managing a display of search results by employing a query-classification for a search query to selectively display trust search results that are displayed distinct from non-trust search results. A search query is classified into a query-class. A search is then performed over non-trust sources, and selectively over trust data sources to obtain non-trust and trust search results, respectively. The trust search results are rank ordered based on various categories of search criteria, including, for example, explicit and implicit relationships. Based on the query-class, a different number of trust search results may be displayed. Further, a position for which the trust search results may be displayed may be based on the query-class. Moreover, the non-trust search results displayed distinct or separate from the trust search results to readily distinguish a type of source of the search results.
摘要翻译：实施例旨在通过对搜索查询采用查询分类来选择性地显示与非信任搜索结果不同的显示信任搜索结果来管理搜索结果的显示。搜索查询分为查询类。然后，通过非信任源执行搜索，并选择性地超过信任数据源，以分别获取非信任和信任搜索结果。信任搜索结果基于各种类别的搜索标准进行排序，包括例如明确和隐含的关系。基于查询类，可以显示不同数量的信任搜索结果。此外，可以显示信任搜索结果的位置可以基于查询类。此外，非信任搜索结果与信任搜索结果不同或不同，以便容易地区分搜索结果的来源类型。

7. 发明申请

US20110264648A1 SELECTIVELY ADDING SOCIAL DIMENSION TO WEB SEARCHES 有权
标题翻译：选择性地增加网络搜索的社会尺寸
公开(公告)号：US20110264648A1
公开(公告)日：2011-10-27
申请号：US12764818
申请日：2010-04-21
申请人： Tom Gulik , Arun Shankar Iyer , Prasenjit Sarkar , Vinay Kakade , Erwin Tam
发明人： Tom Gulik , Arun Shankar Iyer , Prasenjit Sarkar , Vinay Kakade , Erwin Tam
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： Embodiments are directed towards managing a display of search results by employing a query-classification for a search query to selectively display trust search results that are displayed distinct from non-trust search results. A search query is classified into a query-class. A search is then performed over non-trust sources, and selectively over trust data sources to obtain non-trust and trust search results, respectively. The trust search results are rank ordered based on various categories of search criteria, including, for example, explicit and implicit relationships. Based on the query-class, a different number of trust search results may be displayed. Further, a position for which the trust search results may be displayed may be based on the query-class. Moreover, the non-trust search results displayed distinct or separate from the trust search results to readily distinguish a type of source of the search results.
摘要翻译：实施例旨在通过对搜索查询采用查询分类来选择性地显示与非信任搜索结果不同的显示信任搜索结果来管理搜索结果的显示。搜索查询分为查询类。然后，通过非信任源执行搜索，并选择性地超过信任数据源，以分别获取非信任和信任搜索结果。信任搜索结果基于各种类别的搜索标准进行排序，包括例如明确和隐含的关系。基于查询类，可以显示不同数量的信任搜索结果。此外，可以显示信任搜索结果的位置可以基于查询类。此外，非信任搜索结果与信任搜索结果不同或不同，以便容易地区分搜索结果的来源类型。

8. 发明授权

US08412771B2 Matching items of user-generated content to entities 有权
标题翻译：将用户生成的内容的项目与实体相匹配
公开(公告)号：US08412771B2
公开(公告)日：2013-04-02
申请号：US12909766
申请日：2010-10-21
申请人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
发明人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
IPC分类号： G06F15/16
CPC分类号： G06F17/30867 , G06Q30/06 , G06Q50/01
摘要： A method, apparatus, and computer-readable medium are provided for matching items of user-generated content to entities is provided. Items of user-generated content, such as status updates, are gathered. For each of the items, a machine determines a degree to which the item is associated with an entity. In one aspect, items are matched to an entity by matching the content of the items to attributes of the entity. In another aspect, items are matched to an entity by predicting attributes of an author of the items and determining a distance between the predicted attributes of the author and the attributes of the entity. The distance may be a physical distance between locations of the entity and user or a contextual distance between categories for the entity and posts by the author. Items matched to the entity may be displayed on an interface concurrently with information about the entity.
摘要翻译：提供了一种用于将用户生成的内容与实体相匹配的方法，装置和计算机可读介质。收集用户生成内容的项目，如状态更新。对于每个项目，机器确定项目与实体相关联的程度。在一个方面，通过将项目的内容与实体的属性相匹配来将项目与实体相匹配。在另一方面，通过预测项目的作者的属性并确定作者的预测属性与实体的属性之间的距离来将项目与实体相匹配。该距离可以是实体和用户的位置之间的物理距离或作者的实体和帖子的类别之间的上下文距离。与实体匹配的项目可以与接口的实体同时显示。

9. 发明申请

US20120102104A1 MATCHING ITEMS OF USER-GENERATED CONTENT TO ENTITIES 有权
标题翻译：用户生成内容与实体的匹配项目
公开(公告)号：US20120102104A1
公开(公告)日：2012-04-26
申请号：US12909766
申请日：2010-10-21
申请人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
发明人： Vinay Kakade , Bo Pang , Nilesh Dalvi , Shanmugasundaram Ravikumar
IPC分类号： G06F15/16 , G06F17/30
CPC分类号： G06F17/30867 , G06Q30/06 , G06Q50/01
摘要： A method, apparatus, and computer-readable medium are provided for matching items of user-generated content to entities is provided. Items of user-generated content, such as status updates, are gathered. For each of the items, a machine determines a degree to which the item is associated with an entity. In one aspect, items are matched to an entity by matching the content of the items to attributes of the entity. In another aspect, items are matched to an entity by predicting attributes of an author of the items and determining a distance between the predicted attributes of the author and the attributes of the entity. The distance may be a physical distance between locations of the entity and user or a contextual distance between categories for the entity and posts by the author. Items matched to the entity may be displayed on an interface concurrently with information about the entity.
摘要翻译：提供了一种用于将用户生成的内容与实体相匹配的方法，装置和计算机可读介质。收集用户生成内容的项目，如状态更新。对于每个项目，机器确定项目与实体相关联的程度。在一个方面，通过将项目的内容与实体的属性相匹配来将项目与实体相匹配。在另一方面，通过预测项目的作者的属性并确定作者的预测属性与实体的属性之间的距离来将项目与实体相匹配。该距离可以是实体和用户的位置之间的物理距离或作者的实体和帖子的类别之间的上下文距离。与实体匹配的项目可以与接口的实体同时显示。

10. 发明申请

US20060161560A1 Method and system to compare data objects 失效
标题翻译：比较数据对象的方法和系统
公开(公告)号：US20060161560A1
公开(公告)日：2006-07-20
申请号：US11113883
申请日：2005-04-25
申请人： Shashikant Khandelwal , Vinay Kakade , Ranjit Padmanabhan , Dhiraj Pardasani , Alex Meyer
发明人： Shashikant Khandelwal , Vinay Kakade , Ranjit Padmanabhan , Dhiraj Pardasani , Alex Meyer
IPC分类号： G06F17/30
CPC分类号： G06F17/30675 , G06F17/30864 , Y10S707/99935 , Y10S707/99942
摘要： The invention provides a method and system to compare data objects. Each data object is converted into a directed acyclic graph forest, which comprises one or more directed acyclic graphs. The directed acyclic graph forests corresponding to data objects are then compared to calculate a similarity score between the data objects. The similarity score is then used as a measure to determine the extent of similarity between the data objects.
摘要翻译：本发明提供了一种比较数据对象的方法和系统。每个数据对象被转换成有向非循环图林，其包括一个或多个有向无环图。然后对与数据对象相对应的有向非循环图森林进行比较，以计算数据对象之间的相似性得分。然后将相似度得分作为度量来确定数据对象之间的相似程度。

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