公开(公告)号：US07308451B1

公开(公告)日：2007-12-11

申请号：US10017504

申请日：2001-12-14

申请人： John O. Lamping ,  Ramana Venkata ,  Shashidhar Thakur ,  Sameer Siruguri

发明人： John O. Lamping ,  Ramana Venkata ,  Shashidhar Thakur ,  Sameer Siruguri

IPC分类号： G06F17/00 ,  G06F7/00

CPC分类号： G06F17/30705 ,  Y10S707/953 ,  Y10S707/99933 ,  Y10S707/99935

摘要： A method (and system) for clustering a plurality of items. Each of the items includes information. The method includes inputting a plurality of items. Each of the items includes information. The items are provided into a clustering process. The method also inputs an initial organization structure into the clustering process. The initial organization structure includes one or more categories, at least one of the categories being associated with one of the items. The method processes the plurality of items based upon at least the initial organization structure and the information in each of the items; and determines a resulting organization structure based upon the processing. The resulting organization structure relates to the initial organization structure.

摘要翻译： 一种用于对多个项目进行聚类的方法（和系统）。 每个项目都包含信息。 该方法包括输入多个项目。 每个项目都包含信息。 项目被提供到聚类过程。 该方法还将初始组织结构输入到聚类过程中。 初始组织结构包括一个或多个类别，至少一个类别与项目之一相关联。 该方法至少基于每个项目中的初始组织结构和信息处理多个项目; 并且基于处理来确定所得到的组织结构。 所产生的组织结构与初始组织结构有关。

公开(公告)号：US20120158712A1

公开(公告)日：2012-06-21

申请号：US13329178

申请日：2011-12-16

申请人： Sushrut Karanjkar ,  Viswanath Subramanian ,  Shashidhar Thakur

发明人： Sushrut Karanjkar ,  Viswanath Subramanian ,  Shashidhar Thakur

IPC分类号： G06F17/30

CPC分类号： G06F16/29

摘要： A server system associates one or more locations with a query by identifying the query, selecting a set of documents responsive to the query, and assigning weights to respective documents in the set of documents based, at least in part, on historical data of user clicks selecting search result links in search results produced for historical queries substantially the same as the identified query. Websites hosting the selected documents are identified, and, for each website, location-specific information for one or more locations is retrieved, including a location-specific score that corresponds to the likelihood that the respective location corresponds to a respective website. For each respective location for which location-specific information was retrieved, aggregating the location-specific scores, as weighted by the document weights, to compute an aggregated likelihood that the respective location is associated with the query. A specific location is assigned to the query when predefined criteria are satisfied.

摘要翻译： 服务器系统通过识别查询来将一个或多个位置与查询相关联，至少部分地基于用户点击的历史数据来选择响应于查询的一组文档，以及将该权重分配给文档集中的相应文档 在为所查询的查询基本上相同的历史查询产生的搜索结果中选择搜索结果链接。 识别托管所选文档的网站，并且对于每个网站，检索一个或多个位置的位置特定信息，包括对应于相应位置对应于相应网站的可能性的位置特定分数。 对于检索到位置特定信息的每个相应位置，聚合由文档权重加权的位置特定分数，以计算相应位置与查询相关联的聚合似然性。 当满足预定义的标准时，将特定位置分配给查询。

公开(公告)号：US07877388B1

公开(公告)日：2011-01-25

申请号：US11931004

申请日：2007-10-31

申请人： John O. Lamping ,  Ramana Venkata ,  Shashidhar Thakur ,  Samdeer Siruguri

发明人： John O. Lamping ,  Ramana Venkata ,  Shashidhar Thakur ,  Samdeer Siruguri

IPC分类号： G06F7/00

CPC分类号： G06F17/30705 ,  Y10S707/953 ,  Y10S707/99933 ,  Y10S707/99935

摘要： A method (and system) for clustering a plurality of items. Each of the items includes information. The method includes inputting a plurality of items. Each of the items includes information. The items are provided into a clustering process. The method also inputs an initial organization structure into the clustering process. The initial organization structure includes one or more categories, at least one of the categories being associated with one of the items. The method processes the plurality of items based upon at least the initial organization structure and the information in each of the items; and determines a resulting organization structure based upon the processing. The resulting organization structure relates to the initial organization structure.

摘要翻译： 一种用于对多个项目进行聚类的方法（和系统）。 每个项目都包含信息。 该方法包括输入多个项目。 每个项目都包含信息。 项目被提供到聚类过程。 该方法还将初始组织结构输入到聚类过程中。 初始组织结构包括一个或多个类别，至少一个类别与项目之一相关联。 该方法至少基于每个项目中的初始组织结构和信息处理多个项目; 并且基于处理来确定所得到的组织结构。 所产生的组织结构与初始组织结构有关。