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Inferring Geographic Locations for Entities Appearing in Search Queries

机译:推断出现在搜索查询中的实体的地理位置

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.
机译:服务器系统通过至少部分地基于用户点击的历史数据,通过识别查询,选择响应于该查询的一组文档,以及对该组文档中的各个文档分配权重,来将一个或多个位置与查询相关联。在为历史查询生成的搜索结果中选择与搜索到的查询基本相同的搜索结果链接。标识托管所选文档的网站,并针对每个网站,检索一个或多个位置的特定于位置的信息,包括与特定位置对应于相应网站的可能性相对应的特定于位置的得分。对于针对其检索了特定于位置的信息的每个相应位置,对特定于位置的得分进行汇总(以文档权重加权),以计算各个位置与查询相关联的汇总可能性。当满足预定义条件时,将特定位置分配给查询。

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