公开(公告)号：US20130006794A1

公开(公告)日：2013-01-03

申请号：US13174268

申请日：2011-06-30

申请人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Zachary Apter ,  Vinay Gupta ,  Xuedong Huang ,  Gur Kimchi ,  Marc Davis

发明人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Zachary Apter ,  Vinay Gupta ,  Xuedong Huang ,  Gur Kimchi ,  Marc Davis

IPC分类号： G06Q30/00

CPC分类号： G06Q30/08

摘要： Systems and methods for facilitating purchase transactions through real-time dynamic marketplace sessions are provided. A method may include pooling offers for goods/services to form a pooled offer, and pooling bids to form a pooled bid. The pooled offer and the pooled bid may be matched to form a pooled offer/bid pair. Methods for inducing and using predictive models for successful configuration of properties and participants with machine learning procedures that operate on data about successful and unsuccessful offers may be employed. A real-time dynamic marketplace session may be established between offer agents associated with the pooled offers and bid agents associated with the pooled bids. Upon a successful conclusion to the negotiation, a purchase transaction for the pooled offer/bid pair may be processed.

摘要翻译： 提供了通过实时动态市场会话促进采购交易的系统和方法。 一种方法可以包括汇集货物/服务的报价以形成汇总报价，并汇总出价以形成汇总出价。 合并报价和汇总出价可能会相匹配，形成合并报价/投标对。 可以采用诱导和使用用于成功配置属性和参与者的预测模型的方法，所述机构学习过程对于关于成功和不成功的报价的数据进行操作。 可以在与汇总出价相关联的汇总报价和出价代理相关联的报价代理之间建立实时动态市场会话。 谈判成功结束后，可以处理合并报价/投标对的购买交易。

公开(公告)号：US09172708B2

公开(公告)日：2015-10-27

申请号：US13167461

申请日：2011-06-23

申请人： Gur Kimchi ,  Roger Barga ,  Vinay Gupta ,  Zachary Apter ,  Stelios Paparizos

发明人： Gur Kimchi ,  Roger Barga ,  Vinay Gupta ,  Zachary Apter ,  Stelios Paparizos

IPC分类号： H04L29/06 ,  H04L29/08

CPC分类号： H04L67/1046 ,  G06Q30/0267 ,  H04L63/08 ,  H04L63/104 ,  H04L67/06 ,  H04L67/1068

摘要： Various embodiments are described for systems and methods for managing data. The system may include a device group configured for peer-to-peer communications, the device group including a computing device and one or more peer computing devices. The system includes a cross device application programming interface (API) that is implemented as a device group API client executed on the computing device and each of the peer computing devices. Each device group API client includes a permissions module that is configured to determine whether a request satisfies a device-group-specific permission for access to data stored on any device associated with the device group. Upon authorization of the request, a file storage module is configured to retrieve and output the requested file.

摘要翻译： 描述了用于管理数据的系统和方法的各种实施例。 该系统可以包括被配置用于对等通信的设备组，该设备组包括计算设备和一个或多个对等计算设备。 该系统包括被实现为在计算设备和每个对等计算设备上执行的设备组API客户端的交叉设备应用编程接口（API）。 每个设备组API客户端包括权限模块，其被配置为确定请求是否满足用于访问与设备组相关联的任何设备上存储的数据的特定于设备组的权限。 在授权请求之后，文件存储模块被配置为检索并输出所请求的文件。

公开(公告)号：US20120331090A1

公开(公告)日：2012-12-27

申请号：US13167461

申请日：2011-06-23

申请人： Gur Kimchi ,  Roger Barga ,  Vinay Gupta ,  Zachary Apter ,  Stelios Paparizos

发明人： Gur Kimchi ,  Roger Barga ,  Vinay Gupta ,  Zachary Apter ,  Stelios Paparizos

IPC分类号： G06F15/16

CPC分类号： H04L67/1046 ,  G06Q30/0267 ,  H04L63/08 ,  H04L63/104 ,  H04L67/06 ,  H04L67/1068

摘要： Various embodiments are described for systems and methods for managing data. The system may include a device group configured for peer-to-peer communications, the device group including a computing device and one or more peer computing devices. The system includes a cross device application programming interface (API) that is implemented as a device group API client executed on the computing device and each of the peer computing devices. Each device group API client includes a permissions module that is configured to determine whether a request satisfies a device-group-specific permission for access to data stored on any device associated with the device group. Upon authorization of the request, a file storage module is configured to retrieve and output the requested file.

摘要翻译： 描述了用于管理数据的系统和方法的各种实施例。 该系统可以包括被配置用于对等通信的设备组，该设备组包括计算设备和一个或多个对等计算设备。 该系统包括被实现为在计算设备和每个对等计算设备上执行的设备组API客户端的交叉设备应用编程接口（API）。 每个设备组API客户端包括权限模块，其被配置为确定请求是否满足用于访问与设备组相关联的任何设备上存储的数据的特定于设备组的权限。 在授权请求之后，文件存储模块被配置为检索并输出所请求的文件。

公开(公告)号：US20130006738A1

公开(公告)日：2013-01-03

申请号：US13174255

申请日：2011-06-30

申请人： Eric Horvitz ,  Roger Barga ,  Lili Cheng ,  Doug Burger ,  Vinay Gupta ,  Xuedong Huang ,  Zachary Apter

发明人： Eric Horvitz ,  Roger Barga ,  Lili Cheng ,  Doug Burger ,  Vinay Gupta ,  Xuedong Huang ,  Zachary Apter

IPC分类号： G06Q30/00

CPC分类号： G06Q50/01 ,  G06Q30/0207

摘要： Systems and methods for distributing shared electronic coupons are provided. According to one aspect, the electronic coupon may include a coupon benefit display region displaying a textual and/or graphical representation of a coupon benefit. The electronic coupon may further include a candidate display region displaying a list of one or more friends of the user who are determined to be redeemer candidates from among friends in a social network profile or address book of the user. Each redeemer candidate friend in the list has an associated selector, and selection by the user of a selector corresponding to a friend causes the client device to send a message to a coupon server to instruct the coupon server to send the electronic coupon to a client device of the selected friend. Predictive models generated through machine learning may aid in selecting the user to which coupons are distributed and the redeemer candidates.

摘要翻译： 提供了分发共享电子优惠券的系统和方法。 根据一个方面，电子优惠券可以包括显示优惠券利益的文本和/或图形表示的优惠券利益显示区域。 电子优惠券还可以包括候选显示区域，其显示在用户的社交网络配置文件或地址簿中从朋友中确定为救赎者候选者的用户的一个或多个朋友的列表。 列表中的每个兑换者候选朋友具有关联的选择器，并且用户对与朋友相对应的选择器的选择导致客户端设备向优惠券服务器发送消息以指示优惠券服务器将电子优惠券发送到客户端设备 的所选朋友。 通过机器学习产生的预测模型可能有助于选择分发优惠券的用户和兑换者候选人。

公开(公告)号：US09317834B2

公开(公告)日：2016-04-19

申请号：US13174252

申请日：2011-06-30

申请人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Doug Burger ,  Vinay Gupta

发明人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Doug Burger ,  Vinay Gupta

IPC分类号： G06Q10/10 ,  G06N5/04 ,  G01C21/36 ,  G06Q30/02 ,  G06N99/00

CPC分类号： G06N5/04 ,  G01C21/3679 ,  G06N5/022 ,  G06N99/005 ,  G06Q10/10 ,  G06Q30/02

摘要： A long-term personal agent program, executable as network service and/or on one or more user computing devices and related method for identifying opportunities and making recommendations on behalf of one or more users, are disclosed herein. In one example, the personal agent program includes a monitoring engine configured to monitor and interpret a user's activities over time with a plurality of sensing and logging methodologies according to user authorization, the use of statistical methods for learning to understand a user's goals and behavioral patterns from data, and the use of procedures for computing the expected value of information guiding sensing and logging in different contexts. The personal agent further may include a recommendation methodology configured to make suggestions and to take actions on behalf of the user, in the present moment as well as for future times, based on inferences about user goals and opportunities in the world.

摘要翻译： 本文公开了一种长期个人代理程序，可执行为网络服务和/或一个或多个用户计算设备，以及用于代表一个或多个用户来识别机会和提出建议的相关方法。 在一个示例中，个人代理程序包括监视引擎，其被配置为根据用户授权监测和解释用户随时间的活动，使用多种感测和记录方法，使用用于学习以了解用户的目标和行为模式的统计方法 从数据，以及使用程序来计算信息的预期值，指导感测和记录在不同的上下文中。 个人代理还可以包括推荐方法，其被配置为基于对世界中的用户目标和机会的推论，在当前时刻以及将来的时间内代表用户提出建议和采取行动。

公开(公告)号：US20130006904A1

公开(公告)日：2013-01-03

申请号：US13174252

申请日：2011-06-30

申请人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Doug Burger ,  Vinay Gupta

发明人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Doug Burger ,  Vinay Gupta

IPC分类号： G06N5/02

CPC分类号： G06N5/04 ,  G01C21/3679 ,  G06N5/022 ,  G06N99/005 ,  G06Q10/10 ,  G06Q30/02

摘要： A long-term personal agent program, executable as network service and/or on one or more user computing devices and related method for identifying opportunities and making recommendations on behalf of one or more users, are disclosed herein. In one example, the personal agent program includes a monitoring engine configured to monitor and interpret a user's activities over time with a plurality of sensing and logging methodologies according to user authorization, the use of statistical methods for learning to understand a user's goals and behavioral patterns from data, and the use of procedures for computing the expected value of information guiding sensing and logging in different contexts. The personal agent further may include a recommendation methodology configured to make suggestions and to take actions on behalf of the user, in the present moment as well as for future times, based on inferences about user goals and opportunities in the world.

摘要翻译： 本文公开了一种长期个人代理程序，可执行为网络服务和/或一个或多个用户计算设备，以及用于代表一个或多个用户来识别机会和提出建议的相关方法。 在一个示例中，个人代理程序包括监视引擎，其被配置为根据用户授权监测和解释用户随时间的活动，使用多种感测和记录方法，使用用于学习以了解用户的目标和行为模式的统计方法 从数据，以及使用程序来计算信息的预期值，指导感测和记录在不同的上下文中。 个人代理还可以包括推荐方法，其被配置为基于对世界中的用户目标和机会的推论，在当前时刻以及将来的时间内代表用户提出建议和采取行动。

公开(公告)号：US20130006754A1

公开(公告)日：2013-01-03

申请号：US13174329

申请日：2011-06-30

申请人： Eric Horvitz ,  Lili Cheng ,  Roger Barga ,  Xuedong Huang ,  Zachary Apter ,  Semiha Ece Kamar

发明人： Eric Horvitz ,  Lili Cheng ,  Roger Barga ,  Xuedong Huang ,  Zachary Apter ,  Semiha Ece Kamar

IPC分类号： G06Q30/00

CPC分类号： G06Q30/00 ,  G06Q30/0251

摘要： Various embodiments are described for computerized advertising systems and methods. The system may include an ad server that includes an impression campaign engine configured to associate a target user profile with a plurality of computing devices. The ad server is also configured to receive a multi-step impression plan including a plurality of triggers from an advertiser. Each trigger is associated with a different advertisement to be served to at least one of the plurality of devices. The system also includes an ad serving engine configured to serve a first advertisement to a first device in response to making an inference from sensors or detecting a first trigger, and a second advertisement to a second device in response to a second inference or detecting a second trigger, according to the impression plan. A predictive model developed from machine learning may be used to develop a learning-based multi-step impression plan.

摘要翻译： 针对计算机广告系统和方法描述了各种实施例。 系统可以包括广告服务器，其包括被配置为将目标用户简档与多个计算设备相关联的印象活动引擎。 广告服务器还被配置为接收包括来自广告主的多个触发器的多步展示计划。 每个触发器与要被提供给多个设备中的至少一个的不同广告相关联。 该系统还包括一个广告服务引擎，该广告服务引擎被配置为响应于从传感器进行推断或检测第一触发而向第一设备发送第一广告，并响应于第二推断或检测第二个推断，向第二设备发送第二广告 触发，按照印象计划。 可以使用从机器学习开发的预测模型来开发基于学习的多步印象计划。

公开(公告)号：US20050066217A1

公开(公告)日：2005-03-24

申请号：US10977709

申请日：2004-10-29

申请人： Roger Barga ,  David Lomet

发明人： Roger Barga ,  David Lomet

IPC分类号： G06F11/00 ,  G06F11/14 ,  H02H3/05

CPC分类号： G06F11/1482 ,  G06F11/1438 ,  G06F11/1471

摘要： Persistent components are provided across both process and server failures, without the application programmer needing take actions for component recoverability. Application interactions with a stateful component are transparently intercepted and stably logged to persistent storage. A “virtual” component isolates an application from component failures, permitting the mapping of a component to an arbitrary “physical” component. Component failures are detected and masked from the application. A virtual component is re-mapped to a new physical component, and the operations required to recreate a component and reinstall state up to the point of the last logged interaction is replayed from the log automatically.

摘要翻译： 在进程和服务器故障之间提供持久组件，而不需要应用程序员采取措施来实现组件可恢复性。 与状态组件的应用程序交互被透明地拦截并稳定地记录到持久存储器中。 “虚拟”组件将应用程序与组件故障隔离，允许将组件映射到任意“物理”组件。 从应用程序检测并屏蔽组件故障。 一个虚拟组件被重新映射到一个新的物理组件，重新创建组件并重新安装状态直到上次记录的交互操作所需的操作将从日志自动重播。

公开(公告)号：US20060248386A1

公开(公告)日：2006-11-02

申请号：US11399759

申请日：2006-04-07

申请人： Roger Barga ,  David Lomet

发明人： Roger Barga ,  David Lomet

IPC分类号： G06F11/00

CPC分类号： G06F11/1482 ,  G06F11/1438 ,  G06F11/1471

摘要： Persistent components are provided across both process and server failures, without the application programmer needing take actions for component recoverability. Application interactions with a stateful component are transparently intercepted and stably logged to persistent storage. A “virtual” component isolates an application from component failures, permitting the mapping of a component to an arbitrary “physical” component. Component failures are detected and masked from the application. A virtual component is re-mapped to a new physical component, and the operations required to recreate a component and reinstall state up to the point of the last logged interaction is replayed from the log automatically.

公开(公告)号：US20130110872A1

公开(公告)日：2013-05-02

申请号：US13284853

申请日：2011-10-28

申请人： Roger Barga ,  Alexander Sasha Stojanovic ,  Henricus Johannes Maria Meijer ,  Carl Carter-Schwendler ,  Michael Isard ,  Savas Parastatidis

发明人： Roger Barga ,  Alexander Sasha Stojanovic ,  Henricus Johannes Maria Meijer ,  Carl Carter-Schwendler ,  Michael Isard ,  Savas Parastatidis

IPC分类号： G06F17/30

CPC分类号： G06F17/30389

摘要： Techniques for defocusing queries over big datasets and dynamic datasets are provided to broaden search results and incorporate all potentially relevant data and avoid overly narrowing queries. An analytic component can receive queries directed at one region of a dataset and analyze the queries to generate inferences about the queries. The queries can then be defocused by a defocusing component and incorporate a larger dataset than originally searched to broaden the queries. The larger dataset can incorporate all, or a part of the original dataset and can also be disparate from the original dataset. Clusters of queries can also be merged and unified to deal with ‘local minima’ issues and broaden the understanding of the dataset. In other embodiments, dynamic data can be monitored and changes tracked, to ensure that all portions of the dataset are being searched by the queries.

摘要翻译： 提供了通过大型数据集和动态数据集散列查询的技术，以扩大搜索结果并整合所有潜在相关数据，避免过度缩小查询。 分析组件可以接收针对数据集的一个区域的查询，并分析查询以生成关于查询的推断。 然后，这些查询可以由散焦组件散焦，并且包含比原始搜索的更大的数据集来扩展查询。 较大的数据集可以包含原始数据集的全部或一部分，也可以与原始数据集不同。 查询集群也可以合并和统一，以处理“本地最小化”问题，并扩大对数据集的理解。 在其他实施例中，可以监视动态数据并跟踪变化，以确保数据集的所有部分都被查询搜索。