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31. 发明授权

US09305104B2 Systems and methods for behavioral pattern mining 有权
标题翻译：行为模式挖掘的系统和方法
公开(公告)号：US09305104B2
公开(公告)日：2016-04-05
申请号：US13529111
申请日：2012-06-21
申请人： Changjun Wu , Shanmuga-Nathan Gnanasambandam , Gueyoung Jung , Shi Zhao
发明人： Changjun Wu , Shanmuga-Nathan Gnanasambandam , Gueyoung Jung , Shi Zhao
IPC分类号： G06F7/00 , G06F17/00 , G06F17/30
CPC分类号： G06F17/30876 , G06F17/30867
摘要： Methods and systems of performing data mining may include receiving a plurality of web log records and a plurality of call log records; associating one or more web log records with a call log record, wherein the associated user for each of the associated one or more web log records and the call log record are the same; identifying one or more patterns among the web log records for the plurality of call log records, wherein each pattern comprises one or more web accesses, a time stamp at which each of the one or more web accesses is performed and the call topic for the call log record; identifying one or more web log records associated with a new call, and predicting a call topic for the new call based on at least one pattern and the one or more web log records.
摘要翻译：执行数据挖掘的方法和系统可以包括接收多个web日志记录和多个呼叫记录记录; 将一个或多个Web日志记录与呼叫记录记录相关联，其中，所述相关联的一个或多个web日志记录中的每一个的关联用户和所述呼叫记录记录是相同的; 识别用于所述多个呼叫记录记录的所述web日志记录中的一个或多个模式，其中每个模式包括一个或多个web访问，执行所述一个或多个web访问中的每一个的时间戳以及所述呼叫的呼叫话题日志记录; 识别与新呼叫相关联的一个或多个web日志记录，以及基于至少一个模式和所述一个或多个web日志记录来预测新呼叫的呼叫主题。

32. 发明授权

US08965830B2 Systems and methods for self-adaptive episode mining under the threshold using delay estimation and temporal division 有权
标题翻译：使用延迟估计和时间分割在阈值下进行自适应事件挖掘的系统和方法
公开(公告)号：US08965830B2
公开(公告)日：2015-02-24
申请号：US13474083
申请日：2012-05-17
申请人： Gueyoung Jung , Shanmuga-Nathan Gnanasambandam
发明人： Gueyoung Jung , Shanmuga-Nathan Gnanasambandam
IPC分类号： G06F17/00 , G06N5/02
CPC分类号： G06F17/30539
摘要： Embodiments relate to systems and methods for self-adaptive episode mining under time threshold using delay estimation and temporal division. An episode mining engine can analyze a set of episodes captured from a set of network resources to detect all sequences of user-specified frequency within a supplied runtime budget or time threshold. The engine can achieve desired levels of completeness in the results by mining the input log file in multiple stages or steps, each having successively longer lengths of event sequences. After completion of each stage, the engine calculates a remaining amount of runtime budget, and updates the amount of time to be allocated for each of the remaining stages up to a generated maximum stage (or sequence length). The engine thus corrects the estimated remaining time in the runtime budget (or threshold) after each stage, and continues to the next stage until the runtime budget is consumed.
摘要翻译：实施例涉及使用延迟估计和时间划分在时间阈值下进行自适应事件挖掘的系统和方法。情节挖掘引擎可以分析从一组网络资源捕获的一组剧集，以检测所提供的运行时预算或时间阈值内的用户指定频率的所有序列。引擎可以通过以多个阶段或步骤挖掘输入日志文件来获得所需结果的完整性，每个步骤具有连续更长的事件序列长度。在每个阶段完成之后，引擎计算运行时间预算的剩余量，并且更新要分配给每个剩余阶段的时间直到生成的最大阶段（或序列长度）。因此，引擎在每个阶段之后校正运行时间预算（或阈值）中的估计剩余时间，并且继续下一阶段，直到运行时预算消耗。

33. 发明申请

US20130311994A1 SYSTEMS AND METHODS FOR SELF-ADAPTIVE EPISODE MINING UNDER THE THRESHOLD USING DELAY ESTIMATION AND TEMPORAL DIVISION 有权
标题翻译：使用延迟估计和时间段在自适应阈值下进行自适应压缩采矿的系统和方法
公开(公告)号：US20130311994A1
公开(公告)日：2013-11-21
申请号：US13474083
申请日：2012-05-17
申请人： Gueyoung Jung , Shanmuga-Nathan Gnanasambandam
发明人： Gueyoung Jung , Shanmuga-Nathan Gnanasambandam
IPC分类号： G06F9/46
CPC分类号： G06F17/30539
摘要： Embodiments relate to systems and methods for self-adaptive episode mining under time threshold using delay estimation and temporal division. An episode mining engine can analyze a set of episodes captured from a set of network resources to detect all sequences of user-specified frequency within a supplied runtime budget or time threshold. The engine can achieve desired levels of completeness in the results by mining the input log file in multiple stages or steps, each having successively longer lengths of event sequences. After completion of each stage, the engine calculates a remaining amount of runtime budget, and updates the amount of time to be allocated for each of the remaining stages up to a generated maximum stage (or sequence length). The engine thus corrects the estimated remaining time in the runtime budget (or threshold) after each stage, and continues to the next stage until the runtime budget is consumed.
摘要翻译：实施例涉及使用延迟估计和时间划分在时间阈值下进行自适应事件挖掘的系统和方法。情节挖掘引擎可以分析从一组网络资源捕获的一组剧集，以检测所提供的运行时预算或时间阈值内的用户指定频率的所有序列。引擎可以通过以多个阶段或步骤挖掘输入日志文件来获得所需结果的完整性，每个步骤具有连续更长的事件序列长度。在每个阶段完成之后，引擎计算运行时间预算的剩余量，并且更新要分配给每个剩余阶段的时间直到生成的最大阶段（或序列长度）。因此，引擎在每个阶段之后校正运行时间预算（或阈值）中的估计剩余时间，并且继续下一阶段，直到运行时预算消耗。

34. 发明申请

US20130182893A1 SYSTEM AND METHOD FOR VIDEO EPISODE VIEWING AND MINING 有权
标题翻译：视频浏览和采矿的系统和方法
公开(公告)号：US20130182893A1
公开(公告)日：2013-07-18
申请号：US13353243
申请日：2012-01-18
申请人： Scott D. Lavender , Phillip Donegan , Daniel T. Jarvis , Shanmuga-Nathan Gnanasambandam
发明人： Scott D. Lavender , Phillip Donegan , Daniel T. Jarvis , Shanmuga-Nathan Gnanasambandam
IPC分类号： G06K9/00
CPC分类号： H04N7/181 , G06K9/00771 , G06K9/00785 , H04N7/188
摘要： Systems and methods for video episode viewing and mining comprise: receiving video data comprising a plurality of frames representing images of one or more objects within a physical area; identifying a plurality of events within the video data, wherein an event represents a movement of an object of interest from a first location in a grid associated with the physical area to a second location in the grid; generating a plurality of event data records reflecting the plurality of events; and determining one or more frequent episodes from the plurality of event data records, wherein an episode comprises a series of events associated with a particular object of interest.
摘要翻译：用于视频剧集观看和挖掘的系统和方法包括：接收包括表示物理区域内的一个或多个对象的图像的多个帧的视频数据; 识别视频数据内的多个事件，其中事件表示感兴趣对象从与物理区域相关联的网格中的第一位置移动到网格中的第二位置; 产生反映所述多个事件的多个事件数据记录; 以及从所述多个事件数据记录中确定一个或多个频发事件，其中剧集包括与特定感兴趣对象相关联的一系列事件。

35. 发明申请

US20130110758A1 METHODS AND SYSTEMS FOR SCALABLE EXTRACTION OF EPISODE RULES USING INCREMENTAL EPISODE TREE CONSTRUCTION IN A MULTI-APPLICATION EVENT SPACE 有权
标题翻译：在多应用事件空间中使用增加的EPISODE树构造可扩展提取EPISODE规则的方法和系统
公开(公告)号：US20130110758A1
公开(公告)日：2013-05-02
申请号：US13284356
申请日：2011-10-28
申请人： Gueyoung Jung , Shanmuga-Nathan Gnanasambandam , Andres Quiroz Hernandez , Zhiguo Li
发明人： Gueyoung Jung , Shanmuga-Nathan Gnanasambandam , Andres Quiroz Hernandez , Zhiguo Li
IPC分类号： G06N5/02
CPC分类号： G06N99/005 , G06N5/025 , G06N5/04
摘要： Methods and systems for scalable extraction of episode rules using incremental episode tree construction in a multi-application event space comprise compiling events from multiple, different domain logs into in a universal log file, rolling domain-dependent and domain-independent windows through the universal log file to identify distinct event-pattern episodes, adding episodes to an episode tree data structure, pruning less frequent episodes from the episode tree, analyzing the episode tree to identify frequent episode rules, and applying the frequent episode rules to future interactions with users.
摘要翻译：在多应用程序事件空间中使用增量插曲树构造可扩展提取剧集规则的方法和系统包括将多个不同域日志中的事件从通用日志文件中编译，通过通用日志滚动域依赖和不依赖域的窗口文件以识别不同的事件模式情节，将剧集添加到情节树数据结构，从情节树中修剪较少频繁的剧集，分析情节树以识别频繁的剧集规则，以及将频繁剧集规则应用于与用户的未来交互。

36. 发明授权

US08215548B2 Method and system for providing contract-free “pay-as-you-go” options for utilization of multi-function devices 有权
标题翻译：提供无需“免费即付即用”选项的多功能设备使用方法和系统
公开(公告)号：US08215548B2
公开(公告)日：2012-07-10
申请号：US12424820
申请日：2009-04-16
申请人： Shanmuga-nathan Gnanasambandam , Warren Kleiman , Jack Douglas Jenkins, Jr. , Dennis C. DeYoung , Russell Neville , Ashok Murthy
发明人： Shanmuga-nathan Gnanasambandam , Warren Kleiman , Jack Douglas Jenkins, Jr. , Dennis C. DeYoung , Russell Neville , Ashok Murthy
IPC分类号： G06K15/00
CPC分类号： G06Q20/28 , G06Q10/087 , G06Q30/02 , G07F17/266
摘要： A method and system including a plurality of multifunctional devices being operatively associated with at least one controller and each having a preset amount of preloaded consumables at a time of initial use; and a software application for enabling at least one user to access the plurality of multifunctional devices, the software application being configured to receive information from a prepaid card, the information including a financial value relating to usage of some of the preset amount of preloaded consumables in the plurality of multifunctional devices; wherein the financial value of the prepaid card is applied by the at least one user across the plurality of multifunctional devices in any desired uniform or non-uniform financial proportions in accordance with usage determinations; and wherein the at least one user is enabled to pay for access to the plurality of multifunctional devices in time staggered installments without pre-established contractual obligations.
摘要翻译：一种包括多个多功能设备的方法和系统，其与至少一个控制器可操作地相关联，并且每个具有在初始使用时具有预设量的预加载的消耗品; 以及软件应用程序，用于使至少一个用户能够访问所述多个多功能设备，所述软件应用被配置为从预付卡接收信息，所述信息包括与所述预先设定量的预加载的消耗品的使用相关的财务价值多个多功能装置; 其中所述预付卡的所述财务价值由所述至少一个用户根据使用确定以任何所需的统一或非均匀财务比例跨所述多个多功能设备应用; 并且其中所述至少一个用户能够以没有预先确定的合同义务的时间交错分期付款来支付对所述多个多功能设备的访问。

37. 发明申请

US20110279458A1 Method for identification, categorization and search of graphical, auditory and computational pattern ensembles 审中-公开
标题翻译：识别，分类和搜索图形，听觉和计算模式集合的方法
公开(公告)号：US20110279458A1
公开(公告)日：2011-11-17
申请号：US13109343
申请日：2011-05-17
申请人： Shanmuga-nathan Gnanasambandam , Jonathan David Levine
发明人： Shanmuga-nathan Gnanasambandam , Jonathan David Levine
IPC分类号： G06T11/20 , G06K15/02
CPC分类号： G06Q30/0238 , G06Q30/0251 , G06Q30/08
摘要： This disclosure provides a system and method to use context graphs for targeting communications to a user of an image rendering device. According to one exemplary embodiment, the method provides targeted communications generated as a function of one or more attributes associated with a user requested printed document. The attributes are provided by accessing a context graph including a plurality of links between a plurality of entities.
摘要翻译：本公开提供了一种使用上下文图来定位与图像呈现设备的用户的通信的系统和方法。根据一个示例性实施例，该方法提供根据与用户请求的打印文档相关联的一个或多个属性生成的目标通信。通过访问包括多个实体之间的多个链接的上下文图来提供属性。

38. 发明申请

US20100188689A1 METHOD AND SYSTEM FOR A DISTRIBUTED FILE SYSTEM BASED ON USER BEHAVIORS AND USER LOCALES 有权
标题翻译：基于用户行为和用户本地的分布式文件系统的方法和系统
公开(公告)号：US20100188689A1
公开(公告)日：2010-07-29
申请号：US12362163
申请日：2009-01-29
申请人： Shanmuga-nathan Gnanasambandam , Naveen Sharma
发明人： Shanmuga-nathan Gnanasambandam , Naveen Sharma
IPC分类号： G06F3/12
CPC分类号： H04N1/00347 , G03G15/5075 , G03G2215/00113 , H04N1/2179 , H04N1/2183 , H04N1/2187 , H04N1/2191 , H04N2201/001 , H04N2201/0039
摘要： A method and system including a plurality of multifunction devices (MFDs), the method and system further including a storage station having geographically separated MFDs for permitting users to store information generated by the plurality of MFDs in operable communication with the locale aware DFS; wherein the information is stored on a plurality of storage stations based on a weighted undirected graph generated from a plurality of dynamically monitored user behaviors, required level of replications, and selection rules to pick the points of storage.
摘要翻译：一种包括多个多功能设备（MFD）的方法和系统，所述方法和系统还包括具有地理上分离的MFD的存储站，用于允许用户存储由所述多个MFD生成的信息与所述区域感知DFS可操作地通信; 其中所述信息基于从多个动态监视的用户行为产生的加权无向图，所需的复制级别以及用于选择存储点的选择规则来存储在多个存储站上。

39. 发明申请

US20100088178A1 SYSTEM AND METHOD FOR GENERATING AND VERIFYING TARGETED ADVERTISEMENTS DELIVERED VIA A PRINTER DEVICE 有权
标题翻译：用于产生和验证通过打印机设备传送的目标广告的系统和方法
公开(公告)号：US20100088178A1
公开(公告)日：2010-04-08
申请号：US12245959
申请日：2008-10-06
申请人： Shanmuga-nathan Gnanasambandam , Steven Jay Harrington , Naveen Sharma
发明人： Shanmuga-nathan Gnanasambandam , Steven Jay Harrington , Naveen Sharma
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0251
摘要： A system and method is provided for providing targeted advertising to a user of a printer assembly having at least one printer device and having data communication capabilities. The printer assembly may include a grid which includes a plurality of printers that share resources and workloads. The aggregator server includes a processor for receiving and storing ad generation criteria from at least one advertiser, receiving target information from at least one printer assembly, and executing a series of programmable instructions. The instructions provide for matching the received target information with stored ad generation criteria, generating ads when a match is found, and delivering ads to the printer assembly for output to a user. Delivery or use of the ad may be verified. Charges may be levied on the advertiser for verified ads and the printer assembly may be credited accordingly, e.g., for subsidizing operating costs associated with the printer assembly.
摘要翻译：提供了一种系统和方法，用于向具有至少一个打印机设备并具有数据通信能力的打印机组件的用户提供有针对性的广告。打印机组件可以包括网格，其包括共享资源和工作负载的多个打印机。聚合器服务器包括处理器，用于从至少一个广告商接收和存储广告生成标准，从至少一个打印机组件接收目标信息，以及执行一系列可编程指令。这些说明提供了将接收到的目标信息与存储的广告生成条件进行匹配，当找到匹配时生成广告，并将广告投放到打印机组件以输出给用户。可以验证广告的传送或使用。广告客户可以对经过验证的广告征收费用，并且相应地记入打印机组件，例如用于补贴与打印机组件相关联的操作成本。

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