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    • 1. 发明授权
    • Phrase extraction using subphrase scoring
    • 短语提取使用subphrase得分
    • US08402033B1
    • 2013-03-19
    • US13274238
    • 2011-10-14
    • Soham MazumdarViktor PrzebindaYonatan Zunger
    • Soham MazumdarViktor PrzebindaYonatan Zunger
    • G06F7/00G06F17/30
    • G06F17/30616G06F17/30864
    • An information retrieval system uses phrases to index, retrieve, organize and describe documents. Phrases are extracted from the document collection. Documents are the indexed according to their included phrases, using phrase posting lists. The phrase posting lists are stored in an cluster of index servers. The phrase posting lists can be tiered into groups, and sharded into partitions. Phrases in a query are identified based on possible phrasifications. A query schedule based on the phrases is created from the phrases, and then optimized to reduce query processing and communication costs. The execution of the query schedule is managed to further reduce or eliminate query processing operations at various ones of the index servers.
    • 信息检索系统使用短语来索引,检索,组织和描述文档。 短语从文档集中提取。 文件根据所包含的短语索引,使用短语发布列表。 短语发布列表存储在索引服务器的集群中。 短语列表可以分组成分组,并分成分区。 查询中的短语是根据可能的短语来确定的。 从短语中创建基于短语的查询调度,然后进行优化,以减少查询处理和通信成本。 管理查询调度的执行以进一步减少或消除索引服务器中的各个查询处理操作。
    • 2. 发明授权
    • Phrase extraction using subphrase scoring
    • 短语提取使用subphrase得分
    • US08166045B1
    • 2012-04-24
    • US11694792
    • 2007-03-30
    • Soham MazumdarViktor PrzebindaYonatan Zunger
    • Soham MazumdarViktor PrzebindaYonatan Zunger
    • G06F7/00G06F17/30
    • G06F17/30616G06F17/30864
    • An information retrieval system uses phrases to index, retrieve, organize and describe documents. Phrases are extracted from the document collection. Documents are the indexed according to their included phrases, using phrase posting lists. The phrase posting lists are stored in an cluster of index servers. The phrase posting lists can be tiered into groups, and sharded into partitions. Phrases in a query are identified based on possible phrasifications. A query schedule based on the phrases is created from the phrases, and then optimized to reduce query processing and communication costs. The execution of the query schedule is managed to further reduce or eliminate query processing operations at various ones of the index servers.
    • 信息检索系统使用短语来索引,检索,组织和描述文档。 短语从文档集中提取。 然后根据所包含的短语,使用短语发布列表将文档编入索引。 短语发布列表存储在索引服务器的集群中。 短语列表可以分组成分组,并分成分区。 查询中的短语是根据可能的短语来确定的。 从短语中创建基于短语的查询调度,然后进行优化,以减少查询处理和通信成本。 管理查询调度的执行以进一步减少或消除索引服务器中的各个查询处理操作。
    • 3. 发明授权
    • Bifurcated document relevance scoring
    • 分岔文件相关性得分
    • US08086594B1
    • 2011-12-27
    • US11694797
    • 2007-03-30
    • Pei CaoSoham MazumdarVaibhav MehtaYonatan Zunger
    • Pei CaoSoham MazumdarVaibhav MehtaYonatan Zunger
    • G60F17/30
    • G06F17/30616
    • An information retrieval system uses phrases to index, retrieve, organize and describe documents. Phrases are extracted from the document collection. Documents are the indexed according to their included phrases, using phrase posting lists. The phrase posting lists are stored in an cluster of index servers. The phrase posting lists can be tiered into groups, and sharded into partitions. Phrases in a query are identified based on possible phrasifications. A query schedule based on the phrases is created from the phrases, and then optimized to reduce query processing and communication costs. The execution of the query schedule is managed to further reduce or eliminate query processing operations at various ones of the index servers.
    • 信息检索系统使用短语来索引,检索,组织和描述文档。 短语从文档集中提取。 文件根据所包含的短语索引,使用短语发布列表。 短语发布列表存储在索引服务器的集群中。 短语列表可以分组成分组,并分成分区。 查询中的短语是根据可能的短语来确定的。 从短语中创建基于短语的查询调度,然后进行优化,以减少查询处理和通信成本。 管理查询调度的执行以进一步减少或消除索引服务器中的各个查询处理操作。
    • 6. 发明授权
    • Query phrasification
    • 查询短语
    • US08600975B1
    • 2013-12-03
    • US13442317
    • 2012-04-09
    • Pei CaoSoham Mazumdar
    • Pei CaoSoham Mazumdar
    • G06F17/30
    • G06F17/30616G06F17/2775
    • An information retrieval system uses phrases to index, retrieve, organize and describe documents. Phrases are extracted from the document collection. Documents are the indexed according to their included phrases, using phrase posting lists. The phrase posting lists are stored in an cluster of index servers. The phrase posting lists can be tiered into groups, and sharded into partitions. Phrases in a query are identified based on possible phrasifications. A query schedule based on the phrases is created from the phrases, and then optimized to reduce query processing and communication costs. The execution of the query schedule is managed to further reduce or eliminate query processing operations at various ones of the index servers.
    • 信息检索系统使用短语来索引,检索,组织和描述文档。 短语从文档集中提取。 文件根据所包含的短语索引,使用短语发布列表。 短语发布列表存储在索引服务器的集群中。 短语列表可以分组成分组,并分成分区。 查询中的短语是根据可能的短语来确定的。 从短语中创建基于短语的查询调度,然后进行优化,以减少查询处理和通信成本。 管理查询调度的执行以进一步减少或消除索引服务器中的各个查询处理操作。
    • 9. 发明授权
    • Enhanced identification of interesting points-of-interest
    • 加强识别有趣的兴趣点
    • US08239130B1
    • 2012-08-07
    • US12617354
    • 2009-11-12
    • Trystan UpstillAndrei LopatenkoSoham Mazumdar
    • Trystan UpstillAndrei LopatenkoSoham Mazumdar
    • G01C21/00
    • G01C21/3679
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying points-of-interest. In one aspect, a method includes determining a position and a heading of a mobile device, defining a zone of interest based on the position and heading of the mobile device, identifying one or more points of interest (POIs) that are located within the zone of interest, determining, for each of the identified POIs, a distance between the mobile device and the respective POI, selecting one or more of the identified POIs based on the distances, and displaying information identifying the selected POIs on a user interface of the mobile device.
    • 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,一种方法包括根据移动设备的位置和方向来确定移动设备的位置和方向,定义感兴趣区域,识别位于该区域内的一个或多个兴趣点(POI) 感兴趣的,为每个所识别的POI确定移动设备和相应POI之间的距离,基于距离选择所识别的POI中的一个或多个,以及在移动设备的用户界面上显示标识所选POI的信息 设备。
    • 10. 发明授权
    • Query phrasification
    • 查询短语
    • US08166021B1
    • 2012-04-24
    • US11694845
    • 2007-03-30
    • Pei CaoSoham Mazumdar
    • Pei CaoSoham Mazumdar
    • G06F17/30G06F7/00
    • G06F17/30616G06F17/2775
    • An information retrieval system uses phrases to index, retrieve, organize and describe documents. Phrases are extracted from the document collection. Documents are the indexed according to their included phrases, using phrase posting lists. The phrase posting lists are stored in an cluster of index servers. The phrase posting lists can be tiered into groups, and sharded into partitions. Phrases in a query are identified based on possible phrasifications. A query schedule based on the phrases is created from the phrases, and then optimized to reduce query processing and communication costs. The execution of the query schedule is managed to further reduce or eliminate query processing operations at various ones of the index servers.
    • 信息检索系统使用短语来索引,检索,组织和描述文档。 短语从文档集中提取。 文件根据所包含的短语索引,使用短语发布列表。 短语发布列表存储在索引服务器的集群中。 短语列表可以分组成分组,并分成分区。 查询中的短语是根据可能的短语来确定的。 从短语中创建基于短语的查询调度,然后进行优化,以减少查询处理和通信成本。 管理查询调度的执行以进一步减少或消除索引服务器中的各个查询处理操作。