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1. 发明授权

US09418104B1 Refining search results 有权
公开(公告)号：US09418104B1
公开(公告)日：2016-08-16
申请号：US13620528
申请日：2012-09-14
申请人： Hyung-Jin Kim , Oleksandr Grushetskyy , Andrei Lopatenko
发明人： Hyung-Jin Kim , Oleksandr Grushetskyy , Andrei Lopatenko
IPC分类号： G06F17/30 , G06F17/00
CPC分类号： G06F17/3053 , G06F17/30424 , G06F17/30867
摘要： A computer-implemented method for processing query information includes receiving data representative of a search query from a user search session. The method also includes identifying a plurality of search results based upon the search query. Each search result is associated with a plurality of user characteristics and data that represents requestor behavior relative to previously submitted queries associated with the respective search result. The method also includes ordering the plurality of user characteristics based upon the data that represents requestor behavior relative to previously submitted queries and the respective search result. The method also includes adjusting the ordered plurality of user characteristics based upon at least one predefined compatibility associated with the user characteristics. The method also includes ranking the search results based upon the adjusted plurality of user characteristics.

2. 发明授权

US08738596B1 Refining search results 有权
标题翻译：精炼搜索结果
公开(公告)号：US08738596B1
公开(公告)日：2014-05-27
申请号：US13310901
申请日：2011-12-05
申请人： Hyung-Jin Kim , Oleksandr Grushetskyy , Andrei Lopatenko
发明人： Hyung-Jin Kim , Oleksandr Grushetskyy , Andrei Lopatenko
IPC分类号： G06F17/30 , G06F17/00
CPC分类号： G06F17/3053 , G06F17/30424 , G06F17/30867
摘要： A computer-implemented method for processing query information includes receiving data representative of a search query from a user search session. The method also includes identifying a plurality of search results based upon the search query. Each search result is associated with a plurality of user characteristics and data that represents requestor behavior relative to previously submitted queries associated with the respective search result. The method also includes ordering the plurality of user characteristics based upon the data that represents requestor behavior relative to previously submitted queries and the respective search result. The method also includes adjusting the ordered plurality of user characteristics based upon at least one predefined compatibility associated with the user characteristics. The method also includes ranking the search results based upon the adjusted plurality of user characteristics.
摘要翻译：用于处理查询信息的计算机实现的方法包括从用户搜索会话接收表示搜索查询的数据。该方法还包括基于搜索查询识别多个搜索结果。每个搜索结果与多个用户特征和数据相关联，该多个用户特征和数据表示相对于与相应搜索结果相关联的先前提交的查询的请求者行为。该方法还包括基于表示相对于先前提交的查询和相应搜索结果的请求者行为的数据来排序多个用户特征。该方法还包括基于与用户特征相关联的至少一个预定义的兼容性来调整有序多个用户特征。该方法还包括基于经调整的多个用户特征对搜索结果进行排序。

3. 发明授权

US08498974B1 Refining search results 有权
标题翻译：精炼搜索结果
公开(公告)号：US08498974B1
公开(公告)日：2013-07-30
申请号：US12551052
申请日：2009-08-31
申请人： Hyung-Jin Kim , Oleksandr Grushetskyy , Andrei Lopatenko
发明人： Hyung-Jin Kim , Oleksandr Grushetskyy , Andrei Lopatenko
IPC分类号： G06F17/30 , G06F17/00
CPC分类号： G06F17/3053 , G06F17/30424 , G06F17/30867
摘要： A computer-implemented method for processing query information includes receiving data representative of a search query from a user search session. The method also includes identifying a plurality of search results based upon the search query. Each search result is associated with a plurality of user characteristics and data that represents requestor behavior relative to previously submitted queries associated with the respective search result. The method also includes ordering the plurality of user characteristics based upon the data that represents requestor behavior relative to previously submitted queries and the respective search result. The method also includes adjusting the ordered plurality of user characteristics based upon at least one predefined compatibility associated with the user characteristics. The method also includes ranking the search results based upon the adjusted plurality of user characteristics.
摘要翻译：用于处理查询信息的计算机实现的方法包括从用户搜索会话接收表示搜索查询的数据。该方法还包括基于搜索查询识别多个搜索结果。每个搜索结果与多个用户特征和数据相关联，该多个用户特征和数据表示相对于与相应搜索结果相关联的先前提交的查询的请求者行为。该方法还包括基于表示相对于先前提交的查询和相应搜索结果的请求者行为的数据来排序多个用户特征。该方法还包括基于与用户特征相关联的至少一个预定义的兼容性来调整有序多个用户特征。该方法还包括基于经调整的多个用户特征对搜索结果进行排序。

4. 发明授权

US08924379B1 Temporal-based score adjustments 有权
标题翻译：基于时间的分数调整
公开(公告)号：US08924379B1
公开(公告)日：2014-12-30
申请号：US12718634
申请日：2010-03-05
申请人： Hyung-Jin Kim , Andrei Lopatenko
发明人： Hyung-Jin Kim , Andrei Lopatenko
IPC分类号： G06F7/00 , G06F17/30 , G06F15/16
CPC分类号： G06F17/30675 , G06F17/30657 , G06F17/30699 , G06F17/30864 , G06F17/30867
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for determining temporal based score adjustments are provided. One method includes receiving a query and obtaining a score for responsive documents. The method further includes adjusting the scores for the documents according to an age classification for one or more related queries for the documents. Another method includes storing popularity data for queries over time; identifying a query and associated extended queries from the popularity data, and storing time trend data associating the query and one or more periods of time with a respective extended query. Another method includes storing popularity data for queries over time, obtaining scores for documents responsive to a query submitted at a first time, and adjusting the scores for one the documents according to whether the first time is within a popularity change time window for one or more related queries for the documents.
摘要翻译：提供了用于确定基于时间的分数调整的方法，系统和装置，包括在计算机存储介质上编码的计算机程序。一种方法包括接收查询并获得响应文档的分数。该方法还包括根据文档的一个或多个相关查询的年龄分类来调整文档的分数。另一种方法包括随着时间的推移存储查询的流行度数据; 从流行度数据识别查询和相关联的扩展查询，以及存储将查询与一个或多个时间段相关联的时间趋势数据与相应的扩展查询。另一种方法包括：随着时间的推移来存储用于查询的流行度数据，获得响应于第一次提交的查询的文档的分数，以及根据第一次是否在一个或多个的流行度改变时间窗口内调整文档的分数相关查询文件。

5. 发明授权

US09057616B1 Enhanced identification of interesting points-of-interest 有权
公开(公告)号：US09057616B1
公开(公告)日：2015-06-16
申请号：US13613304
申请日：2012-09-13
申请人： Andrei Lopatenko , Hyung-Jin Kim , Soham Mazumdar
发明人： Andrei Lopatenko , Hyung-Jin Kim , Soham Mazumdar
IPC分类号： G01C21/00 , G01C21/26 , G01C21/20
CPC分类号： G01C21/26 , G01C21/20 , G01C21/32 , G01C21/3679 , G08G1/0962 , H04W4/02 , H04W4/023 , H04W4/029
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying points-of-interest. In one aspect, a method includes identifying points-of-interest (POIs) associated with one or more of multiple, selected geographic areas, and determining, for each of the multiple geographic areas, a score associated with the identified POIs. The actions also include generating a combined score for each identified POI based on the determined scores associated with the respective POI, selecting a subset of the identified POIs based at least on the combined scores, and displaying a link to the POIs in the subset.

6. 发明授权

US08898153B1 Modifying scoring data based on historical changes 有权
公开(公告)号：US08898153B1
公开(公告)日：2014-11-25
申请号：US13618111
申请日：2012-09-14
申请人： Hyung-Jin Kim , Andrei Lopatenko
发明人： Hyung-Jin Kim , Andrei Lopatenko
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30864
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for modifying historical data. One method includes calculating time trend statistics for a document and a query during different time periods. The method further includes modifying a quality of result statistic for the document as a search result for the query by a factor based on the one or more time trend statistics. The method further includes providing the modified quality of result statistic as an input to a document ranking process. Another method includes calculating a difference score for statistics for a group of documents and a query for a first time period and a second time period. The method further includes modifying quality of result statistics for documents responsive to the query based on the difference score. The method further includes providing the modified statistics as an input to a document ranking process.

7. 发明授权

US08874555B1 Modifying scoring data based on historical changes 有权
标题翻译：根据历史变化修改评分数据
公开(公告)号：US08874555B1
公开(公告)日：2014-10-28
申请号：US12623276
申请日：2009-11-20
申请人： Hyung-Jin Kim , Andrei Lopatenko
发明人： Hyung-Jin Kim , Andrei Lopatenko
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30864
摘要： Methods, systems, and apparatus, including computer programs encoded on computer storage media, for modifying historical data. One method includes calculating time trend statistics for a document and a query during different time periods. The method further includes modifying a quality of result statistic for the document as a search result for the query by a factor based on the one or more time trend statistics. The method further includes providing the modified quality of result statistic as an input to a document ranking process. Another method includes calculating a difference score for statistics for a group of documents and a query for a first time period and a second time period. The method further includes modifying quality of result statistics for documents responsive to the query based on the difference score. The method further includes providing the modified statistics as an input to a document ranking process.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于修改历史数据。一种方法包括在不同时间段内计算文档和查询的时间趋势统计。该方法还包括通过基于一个或多个时间趋势统计的因子来将文档的结果统计量的质量修改为查询的搜索结果。该方法还包括提供结果统计量的修改质量作为文档排序过程的输入。另一种方法包括计算用于一组文档和第一时间段和第二时间段的查询的统计的差分。该方法还包括基于差分得出对响应于查询的文档的结果统计量的质量进行修改。该方法还包括将修改的统计信息提供给文档排序过程的输入。

8. 发明授权

US09057617B1 Enhanced identification of interesting points-of-interest 有权
标题翻译：加强识别有趣的兴趣点
公开(公告)号：US09057617B1
公开(公告)日：2015-06-16
申请号：US13615429
申请日：2012-09-13
申请人： Andrei Lopatenko , Hyung-Jin Kim , Soham Mazumdar
发明人： Andrei Lopatenko , Hyung-Jin Kim , Soham Mazumdar
IPC分类号： G01C21/00 , G01C21/26 , G01C21/32
CPC分类号： G01C21/26 , G01C21/20 , G01C21/32 , G01C21/3679 , G08G1/0962 , H04W4/02 , H04W4/023 , H04W4/029
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying points-of-interest. In one aspect, a method includes identifying points-of-interest (POIs) associated with one or more of multiple, selected geographic areas, and determining, for each of the multiple geographic areas, a score associated with the identified POIs. The actions also include generating a combined score for each identified POI based on the determined scores associated with the respective POI, selecting a subset of the identified POIs based at least on the combined scores, and displaying a link to the POIs in the subset.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的用于识别兴趣点的计算机程序。一方面，一种方法包括识别与多个选择的地理区域中的一个或多个相关联的兴趣点（POI），以及针对多个地理区域中的每一个确定与所识别的POI相关联的得分。所述动作还包括基于与相应POI相关联的确定的分数来生成针对每个所识别的POI的组合分数，至少基于组合分数选择所识别的POI的子集，以及显示到该子集中的POI的链接。

9. 发明授权

US09009146B1 Ranking search results based on similar queries 有权
标题翻译：根据类似的查询排列搜索结果
公开(公告)号：US09009146B1
公开(公告)日：2015-04-14
申请号：US13476875
申请日：2012-05-21
申请人： Andrei Lopatenko , Hyung-Jin Kim , Sandor Dornbush , Leonard Wei , Timothy P. Kilbourn , Mikhail Lopyrev
发明人： Andrei Lopatenko , Hyung-Jin Kim , Sandor Dornbush , Leonard Wei , Timothy P. Kilbourn , Mikhail Lopyrev
IPC分类号： G06F17/30 , H04L29/06
CPC分类号： H04L29/06 , G06F17/30867
摘要： In general, in one aspect, embodiments of the invention feature a computer-implemented method for providing input to a document ranking process for ranking a plurality of documents, the document ranking process taking as input a quality of result statistic for an individual document in the plurality of documents, the plurality of documents having been identified in response to a query, the quality of results statistic being for the query and the individual document. The method for providing input can include, for a first document identified as a search result of a user-submitted query, scoring one or more other queries based upon a similarity to the user-submitted query, each of the one or more other queries being different from the user-submitted query.
摘要翻译：通常，在一个方面，本发明的实施例的特征在于一种计算机实现的方法，用于向用于对多个文档进行排名的文档排序过程提供输入，所述文档排序过程将作为输入的个体文档的结果统计量的质量作为输入多个文档，多个文档已经响应于查询而被识别，结果统计量的质量用于查询和单个文档。用于提供输入的方法可以包括，对于被识别为用户提交的查询的搜索结果的第一文档，基于与用户提交的查询的相似性对一个或多个其他查询进行评分，所述一个或多个其他查询中的每一个是不同于用户提交的查询。

10. 发明授权

US08566029B1 Enhanced identification of interesting points-of-interest 有权
公开(公告)号：US08566029B1
公开(公告)日：2013-10-22
申请号：US12617302
申请日：2009-11-12
申请人： Andrei Lopatenko , Hyung-Jin Kim , Soham Mazumdar
发明人： Andrei Lopatenko , Hyung-Jin Kim , Soham Mazumdar
IPC分类号： G01C21/00 , G01C21/34 , G08G1/09
CPC分类号： G01C21/26 , G01C21/20 , G01C21/32 , G01C21/3679 , G08G1/0962 , H04W4/02 , H04W4/023 , H04W4/029
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying points-of-interest. In one aspect, a method includes identifying points-of-interest (POIs) associated with one or more of multiple, selected geographic areas, and determining, for each of the multiple geographic areas, a score associated with the identified POIs. The actions also include generating a combined score for each identified POI based on the determined scores associated with the respective POI, selecting a subset of the identified POIs based at least on the combined scores, and displaying a link to the POIs in the subset.

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