公开(公告)号：US20130097056A1

公开(公告)日：2013-04-18

申请号：US13272811

申请日：2011-10-13

申请人： Tong Sun ,  Lei Li ,  Hua Liu

发明人： Tong Sun ,  Lei Li ,  Hua Liu

IPC分类号： G06F15/16 ,  G06Q30/06

CPC分类号： G06Q10/00 ,  G06Q30/02

摘要： Methods and systems for recommending a service based on an electronic social media trust model. A user trust network and a service trust network can be constructed and the two separate trust networks can be combined to form a combined trust network. The combined trust network includes an explicit trust and an implicit trust in order to improve the recommendation coverage and consider a latent service rating without suffering noisy data. A trust-oriented random walk model can be conducted on a user node with respect to the combined trust network based on a user search intent and navigation behavior in order to select and recommend a service candidate. A service rating can then be predicted by considering the user ratings with respect to a target service, a propagated trust and an inferred service rating.

摘要翻译： 基于电子社交媒体信托模型推荐服务的方法和系统。 可以构建用户信任网络和服务信任网络，并且可以组合两个单独的信任网络以形成组合的信任网络。 组合的信任网络包括明确的信任和隐性信任，以便改善推荐覆盖率并考虑潜在服务评级，而不会有嘈杂的数据。 可以基于用户搜索意图和导航行为相对于组合的信任网络在用户节点上进行信任导向的随机游走模型，以便选择和推荐服务候选者。 然后可以通过考虑用户对目标服务的评级，传播的信任和推断的服务评级来预测服务评级。

公开(公告)号：US08909567B2

公开(公告)日：2014-12-09

申请号：US13400323

申请日：2012-02-20

申请人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

发明人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

IPC分类号： G06N5/00 ,  G06F1/00

CPC分类号： G06Q10/00 ,  G06N99/005 ,  G06Q50/00

摘要： A system and method for the dynamic allocation of resources based on fairness, throughput, and user behavior measurement. A resource allocation decision can be made based on an index value computed by a selection index function. A fairness coefficient and a throughput coefficient, which represent the significance of fairness and throughput can be computed utilizing a reinforcement learning algorithm. The degree of fairness and throughput coefficient can be varied while allocating resources. A user behavior coefficient with respect to a user can be computed to determine the degree of cooperativeness of the user with other users and the value of user behavior coefficient can be updated each time it interacts with the system.

摘要翻译： 基于公平性，吞吐量和用户行为测量动态分配资源的系统和方法。 可以基于由选择索引函数计算的索引值来进行资源分配决定。 可以使用强化学习算法来计算公平系数和吞吐量系数，它们表示公平性和吞吐量的重要性。 在分配资源的同时，可以改变公平性和吞吐量系数。 可以计算相对于用户的用户行为系数，以确定用户与其他用户的协作程度，并且每当与系统交互时，可以更新用户行为系数的值。

公开(公告)号：US08654386B2

公开(公告)日：2014-02-18

申请号：US13421405

申请日：2012-03-15

申请人： Hua Liu ,  Tong Sun

发明人： Hua Liu ,  Tong Sun

IPC分类号： G06F3/12 ,  G06K15/00

CPC分类号： G06Q30/02

摘要： Methods and systems for selecting a service provider are disclosed. Information pertaining to print service providers, including associated user and general reputation scores, are received. Each user reputation score identifies a user's perception of a print service provider's reputation. Each general reputation score identifies a general strength of the print service provider's reputation. A first set of providers is selected based on a threshold user reputation score. A second set of providers is selected (pseudo-)randomly. A trust score is determined for each provider in the first and second sets based on the associated user and general reputation scores. One or more negotiation providers are selected from the first and second sets based on the associated trust scores. One or more of the user and general reputation scores are updated for negotiation providers based on a quality of service provided or an offer provided to or by the negotiation provider.

摘要翻译： 公开了用于选择服务提供商的方法和系统。 收到与打印服务提供商有关的信息，包括相关用户和一般信誉评分。 每个用户信誉评分识别用户对打印服务提供商的声誉的看法。 每个通用信誉评分都标识了打印服务提供商声誉的一般优势。 基于阈值用户信誉评分来选择第一组提供者。 随机选择（伪）第二组提供者。 基于相关联的用户和一般信誉评分，确定第一和第二组中的每个提供者的信任分数。 基于相关联的信任分数，从第一和第二集合中选择一个或多个协商提供者。 基于提供的服务质量或向协商提供商提供的报价，为协商提供者更新一个或多个用户和一般信誉分数。

公开(公告)号：US20130160018A1

公开(公告)日：2013-06-20

申请号：US13331246

申请日：2011-12-20

申请人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

发明人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

IPC分类号： G06F9/46

CPC分类号： G06F9/50 ,  G06Q10/00 ,  G06Q10/10

摘要： A system and method for the dynamic allocation of resources based on multi-phase negotiation mechanism. A resource allocation decision can be made based on an index value computed by a selection index function. A negotiation process can be performed based on a schedule, a number of resources, and a price of resources. A user requesting a resource for a low priority task can negotiate based on the schedule, the user demanding the resource for a medium priority task can negotiate based on the schedule and/or the number of resources, and filially the user requesting the resource for a high priority job can successfully negotiate based on per unit resource price. The multi-phase negotiation mechanism motivates the users to be cooperative among them and improves a cooperative behavior coefficient and an overall user satisfaction rate.

摘要翻译： 一种基于多阶段协商机制动态资源分配的系统与方法。 可以基于由选择索引函数计算的索引值来进行资源分配决定。 可以基于日程表，资源数量和资源价格进行协商过程。 请求用于低优先级任务的资源的用户可以基于调度进行协商，要求中等优先级任务的资源的用户可以基于调度和/或资源数量协商，并且恳求用户请求资源用于 高优先级工作可以根据单位资源价格成功协商。 多阶段协商机制激励用户之间合作，提高合作行为系数和整体用户满意度。

公开(公告)号：US08832694B2

公开(公告)日：2014-09-09

申请号：US13331246

申请日：2011-12-20

申请人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

发明人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

IPC分类号： G06F9/46 ,  G06F9/455

CPC分类号： G06F9/50 ,  G06Q10/00 ,  G06Q10/10

摘要： A system and method for the dynamic allocation of resources based on multi-phase negotiation mechanism. A resource allocation decision can be made based on an index value computed by a selection index function. A negotiation process can be performed based on a schedule, a number of resources, and a price of resources. A user requesting a resource for a low priority task can negotiate based on the schedule, the user demanding the resource for a medium priority task can negotiate based on the schedule and/or the number of resources, and filially the user requesting the resource for a high priority job can successfully negotiate based on per unit resource price. The multi-phase negotiation mechanism motivates the users to be cooperative among them and improves a cooperative behavior coefficient and an overall user satisfaction rate.

摘要翻译： 一种基于多阶段协商机制动态资源分配的系统与方法。 可以基于由选择索引函数计算的索引值来进行资源分配决定。 可以基于日程表，资源数量和资源价格进行协商过程。 请求用于低优先级任务的资源的用户可以基于调度进行协商，要求中等优先级任务的资源的用户可以基于调度和/或资源数量协商，并且恳求用户请求资源用于 高优先级工作可以根据单位资源价格成功协商。 多阶段协商机制激励用户之间合作，提高合作行为系数和整体用户满意度。

公开(公告)号：US20130242340A1

公开(公告)日：2013-09-19

申请号：US13421405

申请日：2012-03-15

申请人： Hua Liu ,  Tong Sun

发明人： Hua Liu ,  Tong Sun

IPC分类号： G06K15/02

CPC分类号： G06Q30/02

摘要： Methods and systems for selecting a service provider are disclosed. Information pertaining to print service providers, including associated user and general reputation scores, are received. Each user reputation score identifies a user's perception of a print service provider's reputation. Each general reputation score identifies a general strength of the print service provider's reputation. A first set of providers is selected based on a threshold user reputation score. A second set of providers is selected (pseudo-)randomly. A trust score is determined for each provider in the first and second sets based on the associated user and general reputation scores. One or more negotiation providers are selected from the first and second sets based on the associated trust scores. One or more of the user and general reputation scores are updated for negotiation providers based on a quality of service provided or an offer provided to or by the negotiation provider.

摘要翻译： 公开了用于选择服务提供商的方法和系统。 收到与打印服务提供商有关的信息，包括相关用户和一般信誉评分。 每个用户信誉评分识别用户对打印服务提供商的声誉的看法。 每个通用信誉评分都标识了打印服务提供商声誉的一般优势。 基于阈值用户信誉评分来选择第一组提供者。 随机选择（伪）第二组提供者。 基于相关联的用户和一般信誉评分，确定第一和第二组中的每个提供者的信任分数。 基于相关联的信任分数，从第一和第二集合中选择一个或多个协商提供者。 基于提供的服务质量或向协商提供商提供的报价，为协商提供者更新一个或多个用户和一般信誉分数。

公开(公告)号：US20130218814A1

公开(公告)日：2013-08-22

申请号：US13400323

申请日：2012-02-20

申请人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

发明人： Dhanwant Singh Kang ,  Hua Liu ,  Tong Sun

IPC分类号： G06F15/18

CPC分类号： G06Q10/00 ,  G06N99/005 ,  G06Q50/00

摘要： A system and method for the dynamic allocation of resources based on fairness, throughput, and user behavior measurement. A resource allocation decision can be made based on an index value computed by a selection index function, A fairness coefficient and a throughput coefficient, which represents the significance of fairness and throughput can be computed utilizing a reinforcement learning algorithm and the degree of fairness and throughput coefficient can be varied while allocating resources. A user behavior coefficient with respect to a user can be computed to determine the degree of cooperativeness of the user with other users and the value of user behavior coefficient can be updated each time it interacts with the system.

摘要翻译： 基于公平性，吞吐量和用户行为测量动态分配资源的系统和方法。 可以基于由选择索引函数计算出的指标值进行资源分配决定，公平性和吞吐量系数表示公平性和吞吐量的重要性，可以使用强化学习算法和公平性和吞吐量 系数可以在分配资源时变化。 可以计算相对于用户的用户行为系数，以确定用户与其他用户的协作程度，并且每当与系统交互时，可以更新用户行为系数的值。

公开(公告)号：US08427680B2

公开(公告)日：2013-04-23

申请号：US12716883

申请日：2010-03-03

申请人： Mary Catherine McCorkindale ,  Jennifer C. Watts-Perotti ,  Mary Ann Sprague ,  Patricia Swenton-Wall ,  Arturo M. Lorenzo ,  Hua Liu

发明人： Mary Catherine McCorkindale ,  Jennifer C. Watts-Perotti ,  Mary Ann Sprague ,  Patricia Swenton-Wall ,  Arturo M. Lorenzo ,  Hua Liu

IPC分类号： G06F3/12

CPC分类号： G06F15/00

摘要： A user of a computerized device creates an item capable of being printed and stores the item within storage of the computerized device. An instruction to perform delayed printing of the item is received from a user of a computerized device when the user is outside a predetermined physical range of at least one printing device. The computerized device detects when the computerized device is within the predetermined physical range of the printing device and, when this occurs, the computerized device provides the user a printing option to print the item on the printing device. If the user selects the printing option, the methods herein forward the item to a conversion device. The conversion device makes the item print ready so that the item can be printed using the printing device. The methods herein then cause the item to be forwarded from the conversion device to the printing device and printed on the printing device.

摘要翻译： 计算机化设备的用户创建能够被打印的项目，并将该项目存储在计算机化设备的存储器内。 当用户在至少一个打印设备的预定物理范围之外时，从计算机化设备的用户接收到执行项目的延迟打印的指令。 计算机化设备检测计算机化设备何时在打印设备的预定物理范围内，并且当发生这种情况时，计算机化设备向用户提供打印选项以在打印设备上打印项目。 如果用户选择打印选项，则本文中的方法将该项转发到转换设备。 转换设备使项目打印准备好，以便可以使用打印设备打印项目。 这里的方法使得物品从转换装置转发到打印装置并打印在打印装置上。

公开(公告)号：US08339639B2

公开(公告)日：2012-12-25

申请号：US12335048

申请日：2008-12-15

申请人： Robert James St. Jacques, Jr. ,  Hua Liu ,  Shanmuga-nathan Gnanasambandam ,  Naveen Sharma

发明人： Robert James St. Jacques, Jr. ,  Hua Liu ,  Shanmuga-nathan Gnanasambandam ,  Naveen Sharma

IPC分类号： G06F3/12 ,  G06F15/167 ,  G06F15/16

CPC分类号： H04N1/00244 ,  G06F3/1204 ,  G06F3/1238 ,  G06F3/1267 ,  G06F3/1285 ,  H04N1/00347 ,  H04N1/2179 ,  H04N1/2183 ,  H04N1/4413 ,  H04N1/444 ,  H04N2201/0039 ,  H04N2201/3246

摘要： A method and a system for storing, accessing, and retrieving data, the printing system including a plurality of multifunction devices (MFDs) in operable communication with a network, the plurality of MFDs configured to be positioned in different geographical locations; and a memory device for automatically storing the data generated by the plurality of MFDs; wherein an authorized user is enabled to print a document via a print request from a first MFD of the plurality of MFDs and then retrieve the document at any of the other MFDs on the network without re-sending another print request from the first MFD.

摘要翻译： 一种用于存储，访问和检索数据的方法和系统，所述打印系统包括与网络可操作地通信的多个多功能设备（MFD），所述多个MFD被配置为定位在不同的地理位置; 以及用于自动存储由所述多个MFD产生的数据的存储装置; 其中授权用户能够通过来自所述多个MFD的第一MFD的打印请求来打印文档，然后在所述网络上的任何其他MFD上检索所述文档，而不从所述第一MFD重新发送另一打印请求。

公开(公告)号：US20120221590A1

公开(公告)日：2012-08-30

申请号：US13466245

申请日：2012-05-08

申请人： Hua Liu

发明人： Hua Liu

IPC分类号： G06F17/30

CPC分类号： H04L29/06 ,  H04L69/22 ,  Y10S707/99933

摘要： The embodiments of the present invention disclose a method, an apparatus and a system for protocol identification. The implementation of the method includes extracting the identification tuple of a message, wherein the identification tuple at least includes a network address; searching an identification table for the algorithm application list corresponding to the identification tuple; and performing a content identification for the message with an algorithm in the algorithm application list to obtain the protocol type of the message. By using the identification tuple which at least includes IP address and is extracted from the message to search for the corresponding algorithm, and then performing content identification for the message with the searched algorithm, the above implementation can improve the message identification precision and reduce the identification error.

摘要翻译： 本发明的实施例公开了用于协议识别的方法，装置和系统。 所述方法的实现包括提取消息的标识元组，其中所述标识元组至少包括网络地址; 搜索与识别元组相对应的算法应用列表的识别表; 并使用算法应用列表中的算法对该消息进行内容识别，以获得消息的协议类型。 通过使用至少包含IP地址并从消息中提取的识别元组来搜索相应的算法，然后利用搜索到的算法对消息进行内容标识，上述实现可以提高消息识别精度并减少识别 错误。