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    • 2. 发明授权
    • Node clustering
    • 节点集群
    • US08572239B2
    • 2013-10-29
    • US12885897
    • 2010-09-20
    • Fei CaoShaoyu ZhouZhuoqing Wu, Jr.Sijian ZhangSiddhartha RoyMichael A. Elizarov
    • Fei CaoShaoyu ZhouZhuoqing Wu, Jr.Sijian ZhangSiddhartha RoyMichael A. Elizarov
    • G06F15/177G06F15/16
    • G06Q30/02G06Q30/0201
    • Large sets of unorganized data may provide little value in identifying useful observations from such data. For example, an online merchant may maintain a database of millions of user IDs (e.g., a cookie ID, a login ID, a device ID, a network ID, etc.) along with content viewed and/or actions taken with the user IDs, where minimal associations are known between user IDs. It may be advantageous to link together user IDs of respective users to capture a comprehensive view of respective users' activities. Accordingly, one or more systems and/or techniques for identifying a cluster of nodes based upon transforming a set of node pairings (e.g., pairings of related nodes) one or more times are disclosed herein. Iterative transformations may be performed until respective nodes are paired with merely their smallest neighboring node and are paired with no other node. In this way, node clusters may be identifiable.
    • 大量无组织数据可能无法从这些数据中识别有用的观察结果。 例如,在线商家可以维护数百万用户ID的数据库(例如,Cookie ID,登录ID,设备ID,网络ID等)以及与用户ID一起观看的内容和/或所采取的动作 其中用户ID之间的最小关联是已知的。 链接各个用户的用户ID可能是有利的,以捕获各个用户的活动的综合视图。 因此,本文公开了一种或多种用于基于将一组节点配对(例如,相关节点的配对)一次或多次来识别节点簇的一个或多个系统和/或技术。 可以执行迭代变换,直到各个节点仅与其最小的相邻节点配对并且与没有其他节点配对。 以这种方式,节点集群可以是可识别的。
    • 7. 发明授权
    • Mapping identifiers
    • 映射标识符
    • US08843394B2
    • 2014-09-23
    • US12818349
    • 2010-06-18
    • Fei CaoShaoyu ZhouSiddhartha RoyMichael ElizarovZhuoqing WuJames Zhang
    • Fei CaoShaoyu ZhouSiddhartha RoyMichael ElizarovZhuoqing WuJames Zhang
    • G06Q30/00G06Q30/02
    • G06Q30/02G06Q30/0241G06Q30/0244G06Q30/0255
    • Systems and methods for mapping identifiers are provided. Activity logs illustrate activities and/or events associated with a plurality of identifiers. The identifiers may be registered identifiers, unregistered identifiers, or a combination thereof. When at least two identifiers share a linking attribute, the at least two identifiers may be mapped to one another, along with information associated therewith (if any) such as a user profile. Each subsequent line of an activity line may also be mapped to the identifiers of the initial single line when a linking attribute or an overlapping identifier is present. A number of identifiers associated with each other may be increased by mapping identifiers and, thus, a targeted audience for a customized advertisement may, in turn, be increased.
    • 提供了映射标识符的系统和方法。 活动日志示出与多个标识符相关联的活动和/或事件。 标识符可以是注册标识符,未注册标识符或其组合。 当至少两个标识符共享链接属性时,可以将至少两个标识符与其相关联的信息(如果有的话)诸如用户简档映射到彼此。 当存在链接属性或重叠标识符时,活动行的每个后续行也可以映射到初始单行的标识符。 可以通过映射标识符来增加彼此关联的多个标识符,从而可以增加定制广告的目标受众。
    • 8. 发明授权
    • Anchor for database synchronization excluding uncommitted transaction modifications
    • 锚定数据库同步,不包括未提交的事务修改
    • US07653664B2
    • 2010-01-26
    • US11592588
    • 2006-11-03
    • Sudarshan A. ChitreRafik RobealShaoyu Zhou
    • Sudarshan A. ChitreRafik RobealShaoyu Zhou
    • G06F12/00G06F17/30
    • G06F17/30575
    • Described is a technology in which an anchor value is determined, for example to synchronize a destination database or data store with modifications made to a source database. The new anchor value is determined in a manner that excludes modifications corresponding to any uncommitted transactions. The new anchor value may be based on a counter value or a date and time value stored with each modification. The new anchor value may be determined by comparing a first set of committed modifications that do not include uncommitted modifications against a second set of modifications that includes committed modifications and uncommitted modifications. Alternatively, the new anchor value may be determined from the earliest start date and time among the modifications that are part of any uncommitted transactions. The anchor may be used (e.g., via queries) to enumerate modifications for synchronization, and also for detecting conflicts between the source and destination databases.
    • 描述了一种技术,其中确定锚值,例如使目标数据库或数据存储与对源数据库的修改同步。 新的锚点值以排除与任何未提交交易相对应的修改的方式确定。 新的锚值可以基于每个修改存储的计数器值或日期和时间值。 可以通过将不包括未提交的修改的第一组提交的修改与包括已提交的修改和未提交的修改的第二组修改进行比较来确定新的锚值。 或者,可以从作为任何未提交事务的一部分的修改中的最早开始日期和时间来确定新的锚点值。 可以使用锚点(例如,经由查询)来枚举用于同步的修改,并且还用于检测源数据库和目的地数据库之间的冲突。
    • 10. 发明申请
    • Anchor for database synchronization excluding uncommitted transaction modifications
    • 锚定数据库同步,不包括未提交的事务修改
    • US20080109494A1
    • 2008-05-08
    • US11592588
    • 2006-11-03
    • Sudarshan A. ChitreRafik RobealShaoyu Zhou
    • Sudarshan A. ChitreRafik RobealShaoyu Zhou
    • G06F17/30
    • G06F17/30575
    • Described is a technology in which an anchor value is determined, for example to synchronize a destination database or data store with modifications made to a source database. The new anchor value is determined in a manner that excludes modifications corresponding to any uncommitted transactions. The new anchor value may be based on a counter value or a date and time value stored with each modification. The new anchor value may be determined by comparing a first set of committed modifications that do not include uncommitted modifications against a second set of modifications that includes committed modifications and uncommitted modifications. Alternatively, the new anchor value may be determined from the earliest start date and time among the modifications that are part of any uncommitted transactions. The anchor may be used (e.g., via queries) to enumerate modifications for synchronization, and also for detecting conflicts between the source and destination databases.
    • 描述了一种技术,其中确定锚值,例如使目标数据库或数据存储与对源数据库的修改同步。 新的锚点值以排除与任何未提交交易相对应的修改的方式确定。 新的锚值可以基于每个修改存储的计数器值或日期和时间值。 可以通过将不包括未提交的修改的第一组提交的修改与包括已提交的修改和未提交的修改的第二组修改进行比较来确定新的锚值。 或者,可以从作为任何未提交事务的一部分的修改中的最早开始日期和时间来确定新的锚点值。 可以使用锚点(例如,经由查询)来枚举用于同步的修改,并且还用于检测源数据库和目的地数据库之间的冲突。