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1. 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。

2. 发明授权

US08825304B2 Mediation of tasks based on assessments of competing cognitive loads and needs 有权
标题翻译：基于评估竞争认知负荷和需求的任务调停
公开(公告)号：US08825304B2
公开(公告)日：2014-09-02
申请号：US12827037
申请日：2010-06-30
申请人： Eric Horvitz , Shamsi Tamara Iqbal
发明人： Eric Horvitz , Shamsi Tamara Iqbal
IPC分类号： B60R22/00 , E05F15/00 , G05D1/00 , G05D3/00 , G06F17/00
CPC分类号： G06N99/005
摘要： Among other things, one or more techniques and/or systems are disclosed for mediating tasks in real-time for safety-related concerns. A nature for a safety-related primary task, such as contextual elements of the task, is determined; and a nature of a secondary task that draws attention away from the primary task is also determined. A risk factor for a potential lack of cognitive resources which may be needed by the primary task is determined by applying the nature of the primary task and the nature of the secondary task to a trained risk factor model. The risk factor is applied to one or more safety-related systems in real-time, for example, to mitigate potential safety concerns.
摘要翻译：除其他之外，公开了一种或多种技术和/或系统用于实时安全地涉及安全性关注的任务。确定安全相关主要任务的性质，如任务的上下文元素; 还要确定提请注意远离主要任务的次要任务的性质。主要任务可能需要的潜在缺乏认知资源的风险因素是通过将主要任务的性质和次要任务的性质应用于训练有素的风险因子模型来确定的。风险因素实时应用于一个或多个安全相关系统，例如，以减轻潜在的安全问题。

3. 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。

4. 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。

5. 发明授权

US08346749B2 Balancing the costs of sharing private data with the utility of enhanced personalization of online services 有权
标题翻译：平衡共享私有数据的成本与增强的个性化在线服务的效用
公开(公告)号：US08346749B2
公开(公告)日：2013-01-01
申请号：US12147557
申请日：2008-06-27
申请人： Ranier Andreas Krause , Eric Horvitz
发明人： Ranier Andreas Krause , Eric Horvitz
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06Q30/02
摘要： Described herein is a method that includes determining a utility to a user of sharing a set of attributes for use in connection with personalized searching or other online services. The method further includes determining a cost to the user of sharing the set of attributes. The method also includes outputting an indication of a net benefit to the user of sharing the set of attributes based at least in part upon the determined utility and the determined cost.
摘要翻译：这里描述了一种方法，其包括确定用户共享用于结合个性化搜索或其他在线服务的一组属性的实用程序。该方法还包括确定用户共享该属性集的成本。该方法还包括至少部分地基于确定的效用和确定的成本，向用户输出净利益的指示，以共享该组属性。

6. 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。

7. 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。

8. 发明申请

US20110003583A1 SELECTION OF SENSORS FOR MONITORING PHENOMENA CONSIDERING THE VALUE OF INFORMATION AND DATA SHARING PREFERENCES 有权
标题翻译：选择用于监测信息和数据共享优先级价值的传感器
公开(公告)号：US20110003583A1
公开(公告)日：2011-01-06
申请号：US12881705
申请日：2010-09-14
申请人： Rainer Andreas Krause , Eric Horvitz , Aman Kansal , Feng Zhao
发明人： Rainer Andreas Krause , Eric Horvitz , Aman Kansal , Feng Zhao
IPC分类号： H04L29/06
CPC分类号： H04W8/22 , G06Q10/04 , H04L29/08072 , H04L41/142 , H04L41/147 , H04L41/22
摘要： A method disclosed herein includes the act of computing a value of information for obtaining data from a personal sensor of a user for utilization in a utilitarian computing application, wherein a mobile computing device comprises the personal sensor of the user. The method further includes the act of requesting that the mobile computing device transmit a data packet to the computing device based at least in part upon the value of information for obtaining data from the personal sensor of the user.
摘要翻译：本文公开的方法包括计算用于从用户的个人传感器获得数据以用于实用计算应用中的信息的值的动作，其中移动计算设备包括用户的个人传感器。该方法还包括至少部分地基于用于从用户的个人传感器获取数据的信息的值来请求移动计算设备向计算设备发送数据分组的动作。

9. 发明申请

US20100332496A1 IMPLICIT PRODUCT PLACEMENT LEVERAGING IDENTIFIED USER AMBITIONS 审中-公开
标题翻译：隐含的产品放置标识用户使用环境
公开(公告)号：US20100332496A1
公开(公告)日：2010-12-30
申请号：US12492506
申请日：2009-06-26
申请人： Eric Horvitz , Brett Brewer , Melissa W. Dunn , Janet Galore , Abhiram G. Khune , Sin Lew , Timothy D. Sharpe
发明人： Eric Horvitz , Brett Brewer , Melissa W. Dunn , Janet Galore , Abhiram G. Khune , Sin Lew , Timothy D. Sharpe
IPC分类号： G06F17/30
CPC分类号： G06Q30/02
摘要： The claimed subject matter provides a system and/or a method that facilitates accessing information content based at least in part on relevancy to a user by leveraging user ambitions. User ambitions can take the form of to-do lists, calendar items, goals, or interests. These can be leveraged with or without contextual information, historical data, user profiles, and the like to determine the relevancy of content to a specific user. This can facilitate determining what content is accessible to a user based on relevance. A threshold relevance level can be dynamically adjusted.
摘要翻译：所要求保护的主题提供了一种系统和/或方法，其至少部分地通过利用用户的野心与用户的相关性有助于访问信息内容。用户抱负可以采取待办事项列表，日历项目，目标或兴趣的形式。这些可以利用或不使用上下文信息，历史数据，用户简档等来确定内容与特定用户的相关性。这可以帮助确定用户基于相关性可访问什么内容。可以动态调整阈值相关性级别。

10. 发明申请

US20100332423A1 GENERALIZED ACTIVE LEARNING 审中-公开
标题翻译：一般主动学习
公开(公告)号：US20100332423A1
公开(公告)日：2010-12-30
申请号：US12490449
申请日：2009-06-24
申请人： Ashish Kapoor , Eric Horvitz
发明人： Ashish Kapoor , Eric Horvitz
IPC分类号： G06N5/04 , G06N7/02
CPC分类号： G06N5/045
摘要： Active learning is extended to decisions on information acquisition of both missing labels and missing features within one or more cases. In one example, desired (e.g., optimal) information to acquire about a case at hand and about cases in a training library during diagnostic sessions can be computed concurrently. A joint distribution of variables, comprising observed and unobserved labels and features for one or more cases, is modeled and probability distributions are determined for unobserved variables. An unobserved variable is selected from the joint distribution that has a return on information (ROI) metric having a combination of a desired uncertainty metric for a value of the unobserved variable and a desired cost for observing the value of the unobserved variable. The value of the variable is observed, and the probability distributions for the respective unobserved variables in the joint distribution are updated using the value of the identified variable.
摘要翻译：主动学习扩展到在一个或多个情况下丢失标签和缺失功能的信息获取的决策。在一个示例中，可以同时计算期望的（例如，最佳）信息来获取有关病例的情况以及在诊断期间关于训练库中的情况。对一个或多个情况的包含观察到和未观察到的标签和特征的变量的联合分布进行建模，并为未观察到的变量确定概率分布。从具有返回信息（ROI）度量的联合分布中选择未观察到的变量，其具有对于未观察到的变量的值的期望不确定性度量的组合和用于观察未观察到的变量的值的期望成本。观察变量的值，并使用识别的变量的值来更新关联分布中各个不可观察变量的概率分布。

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