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1. 发明申请

US20130006794A1 ONLINE MARKETPLACE WITH OFFER/BID POOLING 审中-公开
标题翻译：在线市场与提供/投标
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。

2. 发明申请

US20130006738A1 SHARED ELECTRONIC INCENTIVES AND COUPONS LEVERAGING SOCIAL CONNECTIONS AND SHEPHERDING 审中-公开
标题翻译：共享的电子激励机制和优势触发社会关系和创造力
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。

3. 发明申请

US20130006904A1 PERSONAL LONG-TERM AGENT FOR PROVIDING MULTIPLE SUPPORTIVE SERVICES 有权
标题翻译：提供多项支持服务的个人长期代理
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。

4. 发明授权

US08768763B2 Online marketplace with shipping incentives 有权
标题翻译：在线市场与航运激励
公开(公告)号：US08768763B2
公开(公告)日：2014-07-01
申请号：US13174309
申请日：2011-06-30
申请人： Eric Horvitz , Gur Kimchi , Lili Cheng , Doug Burger , Stelios Paparizos , Marc Davis
发明人： Eric Horvitz , Gur Kimchi , Lili Cheng , Doug Burger , Stelios Paparizos , Marc Davis
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0222 , G06Q10/0832 , G06Q10/08355 , G06Q30/06
摘要： A marketplace server and method for facilitating purchase transactions are provided. A marketplace server may include a routing engine configured to receive an order for goods from a first computing device associated with a first customer, with the order including a first delivery address of the customer. The routing engine also calculates a delivery route to the first delivery address. An offer engine is configured to create an offer for other goods. The offer includes a shipping incentive associated with a second delivery address of a second customer. The offer may be targeted to the second customer based on a proximity of the second delivery address to the delivery route. The offer engine sends the offer to a second computing device associated with the second customer. Upon receiving an acceptance of the offer from the computing device, the offer engine processes a purchase transaction for the offer.
摘要翻译：提供了一种用于促进采购交易的市场服务器和方法。市场服务器可以包括路由引擎，路由引擎被配置为从与第一客户相关联的第一计算设备接收货物的订单，该订单包括客户的第一传送地址。路由引擎还计算到第一个传送地址的传输路由。优惠引擎被配置为为其他商品创建报价。该优惠包括与第二客户的第二送货地址相关联的运送激励。基于第二递送地址与递送路线的接近度，该优惠可以针对第二客户。报价引擎将报价发送给与第二客户相关联的第二计算设备。在接收到来自计算设备的报价的接收之后，报价引擎处理该报价的购买交易。

5. 发明授权

US09317834B2 User computing device with personal agent program for recommending meeting a friend at a service location based on current location, travel direction, and calendar activity 有权
标题翻译：具有个人代理程序的用户计算设备，用于基于当前位置，行进方向和日历活动来推荐在服务位置与朋友会面
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。

6. 发明申请

US20130006739A1 ONLINE MARKETPLACE WITH SHIPPING INCENTIVES 有权
标题翻译：在线市场与运输激励
公开(公告)号：US20130006739A1
公开(公告)日：2013-01-03
申请号：US13174309
申请日：2011-06-30
申请人： Eric Horvitz , Gur Kimchi , Lili Cheng , Doug Burger , Stelios Paparizos , Marc Davis
发明人： Eric Horvitz , Gur Kimchi , Lili Cheng , Doug Burger , Stelios Paparizos , Marc Davis
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0222 , G06Q10/0832 , G06Q10/08355 , G06Q30/06
摘要： A marketplace server and method for facilitating purchase transactions are provided. A marketplace server may include a routing engine configured to receive an order for goods from a first computing device associated with a first customer, with the order including a first delivery address of the customer. The routing engine also calculates a delivery route to the first delivery address. An offer engine is configured to create an offer for other goods. The offer includes a shipping incentive associated with a second delivery address of a second customer. The offer may be targeted to the second customer based on a proximity of the second delivery address to the delivery route. The offer engine sends the offer to a second computing device associated with the second customer. Upon receiving an acceptance of the offer from the computing device, the offer engine processes a purchase transaction for the offer.
摘要翻译：提供了一种用于促进采购交易的市场服务器和方法。市场服务器可以包括路由引擎，路由引擎被配置为从与第一客户相关联的第一计算设备接收货物的订单，该订单包括客户的第一传送地址。路由引擎还计算到第一个传送地址的传输路由。优惠引擎被配置为为其他商品创建报价。该优惠包括与第二客户的第二送货地址相关联的运送激励。基于第二递送地址与递送路线的接近度，该优惠可以针对第二客户。报价引擎将报价发送给与第二客户相关联的第二计算设备。在接收到来自计算设备的报价的接收之后，报价引擎处理该报价的购买交易。

7. 发明申请

US20130006754A1 MULTI-STEP IMPRESSION CAMPAIGNS 审中-公开
标题翻译：多阶段印象裁判
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。

8. 发明授权

US08340689B2 Commercially subsidized mobile communication devices and services 有权
标题翻译：商业补贴的移动通信设备和服务
公开(公告)号：US08340689B2
公开(公告)日：2012-12-25
申请号：US12701539
申请日：2010-02-06
申请人： Eric Horvitz , Xuedong Huang , Kamal Jain , Milind Vasudeo Mahajan
发明人： Eric Horvitz , Xuedong Huang , Kamal Jain , Milind Vasudeo Mahajan
IPC分类号： H04W24/00
CPC分类号： G06Q30/0267 , G06Q30/0261 , H04M15/00 , H04M15/09 , H04M2215/0192 , H04W4/00 , H04W4/025 , H04W4/24 , H04W48/02 , H04W64/00
摘要： Mobile communication devices, such as mobile phones, may be capable of recommending to a user various providers of one or more solicited services, e.g., by identifying a user location and identifying providers near the user location that provide the services, and by initiating a call between the user and a selected provider. However, the equipment and service costs of such devices may be prohibitive, particularly for mid-range mobile communication devices that may appeal to cost-conscious users. The prohibitive costs may be diminished by redirecting part or all of the cost of providing the recommendation service from the providers, e.g., by charging the provider a service cost upon initiating a call from the user to the provider, or upon representing the provider in a provider database. In one such embodiment, all service costs may be borne by providers, providing to the user a free recommendation service via the mobile communication device.
摘要翻译：诸如移动电话的移动通信设备可以能够向用户推荐一个或多个被请求的服务的各种提供者，例如通过识别用户位置并识别用户位置附近的提供服务的提供者，并且通过发起呼叫在用户和选定的提供商之间。然而，这些设备的设备和服务成本可能是过高的，特别是对于可能吸引具有成本意识的用户的中档移动通信设备。通过将提供推荐服务的成本的部分或全部重定向到提供者，例如，通过在向用户发起呼叫到提供者的呼叫中向服务商收取服务成本，或者以提供者数据库。在一个这样的实施例中，所有服务成本可以由提供商承担，经由移动通信设备向用户提供免费的推荐服务。

9. 发明申请

US20110195726A1 COMMERCIALLY SUBSIDIZED MOBILE COMMUNICATION DEVICES AND SERVICES 有权
标题翻译：商业化的移动通信设备和服务
公开(公告)号：US20110195726A1
公开(公告)日：2011-08-11
申请号：US12701539
申请日：2010-02-06
申请人： Eric Horvitz , Xuedong Huang , Kamal Jain , Milind Vasudeo Mahajan
发明人： Eric Horvitz , Xuedong Huang , Kamal Jain , Milind Vasudeo Mahajan
IPC分类号： H04W64/00
CPC分类号： G06Q30/0267 , G06Q30/0261 , H04M15/00 , H04M15/09 , H04M2215/0192 , H04W4/00 , H04W4/025 , H04W4/24 , H04W48/02 , H04W64/00
摘要： Mobile communication devices, such as mobile phones, may be capable of recommending to a user various providers of one or more solicited services, e.g., by identifying a user location and identifying providers near the user location that provide the services, and by initiating a call between the user and a selected provider. However, the equipment and service costs of such devices may be prohibitive, particularly for mid-range mobile communication devices that may appeal to cost-conscious users. The prohibitive costs may be diminished by redirecting part or all of the cost of providing the recommendation service from the providers, e.g., by charging the provider a service cost upon initiating a call from the user to the provider, or upon representing the provider in a provider database. In one such embodiment, all service costs may be borne by providers, providing to the user a free recommendation service via the mobile communication device.
摘要翻译：诸如移动电话的移动通信设备可以能够向用户推荐一个或多个被请求的服务的各种提供者，例如通过识别用户位置并识别用户位置附近的提供服务的提供者，并且通过发起呼叫在用户和选定的提供商之间。然而，这些设备的设备和服务成本可能是过高的，特别是对于可能吸引具有成本意识的用户的中档移动通信设备。通过将提供推荐服务的成本的部分或全部重定向到提供者，例如，通过在向用户发起呼叫到提供者的呼叫中向服务商收取服务成本，或者以提供者数据库。在一个这样的实施例中，所有服务成本可以由提供商承担，经由移动通信设备向用户提供免费的推荐服务。

10. 发明授权

US09086292B2 Routing, alerting, and transportation guidance based on preferences and learned or inferred risks and desirabilities 有权
标题翻译：基于偏好和学习或推断的风险和需求的路由，警报和交通指导
公开(公告)号：US09086292B2
公开(公告)日：2015-07-21
申请号：US12493131
申请日：2009-06-26
申请人： Eric Horvitz , John Krumm
发明人： Eric Horvitz , John Krumm
IPC分类号： G01C21/34 , G01C21/00 , G01C21/36
CPC分类号： G01C21/3484 , G01C21/3697
摘要： Techniques and systems are disclosed that provide a risk-based assessment for a user based on user location information. Incident data is acquired for incidents that involve potential risks (e.g., to people and/or property) from a plurality of locations and contexts, considering such factors as date, time, weather, traffic, and velocity. The incident data is matched to the user's location and context directly or indirectly to provide one or more potential outcomes of interest (e.g., accidents, injuries, fatalities), and inferences regarding the likelihood of events are made available. These measures are compared to desired risk thresholds for the user. In one embodiment, routes, times, and conditions of travel may be preferred over others routes, times, and conditions. In another embodiment, users may be notified of a condition or a vehicle's maximum velocity may be reduced when the matched incident data meets/exceeds a user's risk threshold.
摘要翻译：公开了基于用户位置信息为用户提供基于风险的评估的技术和系统。考虑到诸如日期，时间，天气，交通和速度等因素，从多个位置和情境中获取涉及潜在风险（例如对人和/或财产）的事件的事件数据。事件数据与用户的位置和环境直接或间接地匹配，以提供一个或多个潜在的感兴趣的结果（例如，事故，伤害，死亡），并且关于事件的可能性可用的推论。将这些措施与用户的期望风险阈值进行比较。在一个实施例中，旅行的路线，时间和条件可能优于其他路线，时间和条件。在另一个实施例中，可以向用户通知条件，或者当匹配的事件数据满足/超过用户的风险阈值时，可以减少车辆的最大速度。

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