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公开(公告)号：US09727613B2
公开(公告)日：2017-08-08
申请号：US14977484
申请日：2015-12-21
发明人： Xu Zhang , Zhixiong Yang , Jia Xu , Zhonghua Deng
CPC分类号： G06F17/30516 , G06F9/50 , G06F9/5027
摘要： Embodiments of the present application relate to a distributed data stream processing method, a distributed data stream processing device, a computer program product for processing a raw data stream and a distributed data stream processing system. A distributed data stream processing method is provided. The method includes dividing a raw data stream into a real-time data stream and historical data streams, processing the real-time data stream and the historical data streams in parallel, separately generating respective results of the processing of the real-time data stream and the historical data streams, and integrating the generated processing results.
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公开(公告)号：US09250963B2
公开(公告)日：2016-02-02
申请号：US13681271
申请日：2012-11-19
发明人： Xu Zhang , Zhixiong Yang , Jia Xu , Zhonghua Deng
CPC分类号： G06F17/30516 , G06F9/50 , G06F9/5027
摘要： Embodiments of the present application relate to a distributed data stream processing method, a distributed data stream processing device, a computer program product for processing a raw data stream and a distributed data stream processing system. A distributed data stream processing method is provided. The method includes dividing a raw data stream into a real-time data stream and historical data streams, processing the real-time data stream and the historical data streams in parallel, separately generating respective results of the processing of the real-time data stream and the historical data streams, and integrating the generated processing results.
摘要翻译： 本申请的实施例涉及分布式数据流处理方法，分布式数据流处理装置，用于处理原始数据流的计算机程序产品和分布式数据流处理系统。 提供了一种分布式数据流处理方法。 该方法包括将原始数据流划分为实时数据流和历史数据流，并行处理实时数据流和历史数据流，分别生成相应的实时数据流处理结果，以及 历史数据流，并整合生成的处理结果。
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公开(公告)号：US08762391B2
公开(公告)日：2014-06-24
申请号：US13685931
申请日：2012-11-27
发明人： Xu Zhang , Qing-Yan Liu , Peng-Song Wu , Yi-Huo Ye
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30867 , G06Q30/02
摘要： Techniques for sorting search results using user characteristic data are described. These techniques may include receiving a query from a user device. A search may be performed based on the query to obtain multiple results. User responses corresponding to the multiple results may be obtained and then grouped to determine multiple users based on similarities among the multiple users. Based on user responses associated with the multiple users, the multiple results may then be ranked.
摘要翻译： 描述了使用用户特征数据排序搜索结果的技术。 这些技术可以包括从用户设备接收查询。 可以基于查询执行搜索以获得多个结果。 可以获得与多个结果相对应的用户响应，然后基于多个用户之间的相似度来分组以确定多个用户。 基于与多个用户相关联的用户响应，可以对多个结果进行排名。
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公开(公告)号：US20130086052A1
公开(公告)日：2013-04-04
申请号：US13685931
申请日：2012-11-27
发明人： Xu Zhang , Qing-Yan Liu , Peng-Song Wu , Yi-Huo Ye
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30867 , G06Q30/02
摘要： Techniques for sorting search results using user characteristic data are described. These techniques may include receiving a query from a user device. A search may be performed based on the query to obtain multiple results. User responses corresponding to the multiple results may be obtained and then grouped to determine multiple users based on similarities among the multiple users. Based on user responses associated with the multiple users, the multiple results may then be ranked.
摘要翻译： 描述了使用用户特征数据排序搜索结果的技术。 这些技术可以包括从用户设备接收查询。 可以基于查询执行搜索以获得多个结果。 可以获得与多个结果相对应的用户响应，然后基于多个用户之间的相似度来分组以确定多个用户。 基于与多个用户相关联的用户响应，可以对多个结果进行排名。
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公开(公告)号：US20160179898A1
公开(公告)日：2016-06-23
申请号：US14977484
申请日：2015-12-21
发明人： Xu Zhang , Zhixiong Yang , Jia Xu , Zhonghua Deng
IPC分类号： G06F17/30
CPC分类号： G06F17/30516 , G06F9/50 , G06F9/5027
摘要： Embodiments of the present application relate to a distributed data stream processing method, a distributed data stream processing device, a computer program product for processing a raw data stream and a distributed data stream processing system. A distributed data stream processing method is provided. The method includes dividing a raw data stream into a real-time data stream and historical data streams, processing the real-time data stream and the historical data streams in parallel, separately generating respective results of the processing of the real-time data stream and the historical data streams, and integrating the generated processing results.
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公开(公告)号：US20130139166A1
公开(公告)日：2013-05-30
申请号：US13681271
申请日：2012-11-19
发明人： Xu Zhang , Zhixiong Yang , Jia Xu , Zhonghua Deng
IPC分类号： G06F9/50
CPC分类号： G06F17/30516 , G06F9/50 , G06F9/5027
摘要： Embodiments of the present application relate to a distributed data stream processing method, a distributed data stream processing device, a computer program product for processing a raw data stream and a distributed data stream processing system. A distributed data stream processing method is provided. The method includes dividing a raw data stream into a real-time data stream and historical data streams, processing the real-time data stream and the historical data streams in parallel, separately generating respective results of the processing of the real-time data stream and the historical data streams, and integrating the generated processing results.
摘要翻译： 本申请的实施例涉及分布式数据流处理方法，分布式数据流处理装置，用于处理原始数据流的计算机程序产品和分布式数据流处理系统。 提供了一种分布式数据流处理方法。 该方法包括将原始数据流划分为实时数据流和历史数据流，并行处理实时数据流和历史数据流，分别生成相应的实时数据流处理结果，以及 历史数据流，并整合生成的处理结果。
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