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    • 1. 发明申请
    • PERSONAL LONG-TERM AGENT FOR PROVIDING MULTIPLE SUPPORTIVE SERVICES
    • 提供多项支持服务的个人长期代理
    • US20130006904A1
    • 2013-01-03
    • US13174252
    • 2011-06-30
    • Eric HorvitzStelios PaparizosRoger BargaDoug BurgerVinay Gupta
    • Eric HorvitzStelios PaparizosRoger BargaDoug BurgerVinay Gupta
    • G06N5/02
    • G06N5/04G01C21/3679G06N5/022G06N99/005G06Q10/10G06Q30/02
    • 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.
    • 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. 发明申请
    • SHARED ELECTRONIC INCENTIVES AND COUPONS LEVERAGING SOCIAL CONNECTIONS AND SHEPHERDING
    • 共享的电子激励机制和优势触发社会关系和创造力
    • US20130006738A1
    • 2013-01-03
    • US13174255
    • 2011-06-30
    • Eric HorvitzRoger BargaLili ChengDoug BurgerVinay GuptaXuedong HuangZachary Apter
    • Eric HorvitzRoger BargaLili ChengDoug BurgerVinay GuptaXuedong HuangZachary Apter
    • G06Q30/00
    • G06Q50/01G06Q30/0207
    • 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.
    • 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。
    • 7. 发明授权
    • Functional composites formed from colloidal polymer particles with photocatalytic metal oxide (MOx) nanoparticles
    • 由胶体聚合物颗粒与光催化金属氧化物(MOx)纳米颗粒形成的功能复合材料
    • US08158005B1
    • 2012-04-17
    • US12263799
    • 2008-11-03
    • Vinay GuptaMaya TrotzCecil Coutinho
    • Vinay GuptaMaya TrotzCecil Coutinho
    • C02F1/28C02F1/32
    • C02F1/725C02F1/32C02F2101/308C02F2305/10
    • Microcomposites comprising titanium dioxide (TiO2) nanoparticles embedded within cross-linked, thermally responsive microgels of poly(N-isopropylacrylamide) are disclosed. Interpenetrating linear chains of poly(acrylic acid) functionalize the nanoparticles for dispersal within the microgel framework. The microcomposites show rapid sedimentation, which is useful for gravity separation applications such as environmental remediation via photocatalytic degradation.The extent of loading of the TiO2 within the colloidal particles can be easily manipulated from 10% (weight) to a value as high as 75%. The microgel-titania composites showed rapid sedimentation, which is useful for gravity separation of these particles in photocatalytic applications. The settling of the microgel-titania composites occurred over minutes and was much faster than solid, impermeable spheres. As the content of TiO2 increased within the particles from 10% to 75%, the increased effective particle density led to significant decrease in the settling time from approximately 2200 seconds to approximately 100 seconds.
    • 公开了包含聚(N-异丙基丙烯酰胺)交联的热响应微凝胶内的二氧化钛(TiO 2)纳米颗粒的微复合材料。 聚(丙烯酸)的互穿线性链将纳米颗粒官能化以在微凝胶框架内扩散。 微复合材料显示出快速沉降,其可用于重力分离应用,例如通过光催化降解的环境修复。 胶体颗粒内TiO 2的负载程度可以容易地从10%(重量)到高达75%的值。 微凝胶 - 二氧化钛复合材料显示出快速沉降,其可用于光催化应用中这些颗粒的重力分离。 微凝胶 - 二氧化钛复合材料的沉降发生在几分钟之内,比固体,不渗透球体快得多。 随着TiO 2的含量从10%增加到75%,增加的有效颗粒密度导致沉淀时间从大约2200秒显着降低到约100秒。