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    Targeted advertising in brick-and-mortar establishments
    1.
    发明授权
    Targeted advertising in brick-and-mortar establishments 有权
    实体广告业务

    公开(公告)号：US08725567B2

    公开(公告)日：2014-05-13

    申请号：US11427761

    申请日：2006-06-29

    申请人： Xuedong D. Huang ,  William H. Gates, III ,  Eric J. Horvitz ,  Joshua T. Goodman ,  Bradly A. Brunell ,  Susan T. Dumais ,  Gary W. Flake ,  Trenholme J. Griffin ,  Oliver Hurst-Hiller

    发明人： Xuedong D. Huang ,  William H. Gates, III ,  Eric J. Horvitz ,  Joshua T. Goodman ,  Bradly A. Brunell ,  Susan T. Dumais ,  Gary W. Flake ,  Trenholme J. Griffin ,  Oliver Hurst-Hiller

    IPC分类号： G06Q30/00

    CPC分类号： G06Q30/02 ,  G06Q30/0269 ,  G06Q30/0271

    摘要： Architecture for presenting advertisements in realtime in retail establishments. A sensor component includes sensors for collecting information about a customer or group of customers as they move through the store. The sensors can include capability for image processing, audio processing, light sensing, velocity sensing, direction sensing, proximity sensing, face recognition, pose recognition, transaction recognition, and biometric sensing, for example. A customer component analyzes the information and generates a profile about the customer. Advertisements are selected for presentation that target the customers as they walk in proximity of a presentation system of the store. An advertisement component facilitates dynamic presentation of a targeted advertisement to the individual as a function of the profile. The customer component can infer information during analysis using machine learning and reasoning.

    摘要翻译： 在零售店内实时呈现广告的建筑。 传感器组件包括传感器，用于在客户或客户群经过商店移动时收集有关客户或客户群的信息。 例如，传感器可以包括用于图像处理，音频处理，光感测，速度感测，方向感测，接近感测，面部识别，姿态识别，事务识别和生物测量感测的能力。 客户组件分析信息并生成有关客户的配置文件。 广告被选择用于呈现，当客户在商店的呈现系统附近走动时将其定位成客户。 广告组件有助于作为简档的函数向个人动态地呈现目标广告。 客户组件可以使用机器学习和推理来分析分析期间的信息。

    Order-based human interactive proofs (HIPs) and automatic difficulty rating of HIPs
    2.
    发明授权
    Order-based human interactive proofs (HIPs) and automatic difficulty rating of HIPs 有权

    公开(公告)号：US08391771B2

    公开(公告)日：2013-03-05

    申请号：US11759464

    申请日：2007-06-07

    申请人： Joshua T. Goodman ,  Robert L. Rounthwaite

    发明人： Joshua T. Goodman ,  Robert L. Rounthwaite

    IPC分类号： G09B3/00

    CPC分类号： G06Q30/02

    摘要： The present invention involves a system and method that facilitate identifying human interaction by utilizing HIPs such as order-based HIPs and determining a difficulty rating of any type of HIPs in an automated fashion. Order-based HIPs require a user to identify elements in the sequence as well as to identify a correct order of the elements in the sequence. The invention involves presenting a user with at least two HIPs such that the HIP can be of known and/or unknown difficulty. A user that correctly answers the HIP of known difficulty gains access to the HIP-controlled resource, action or application. The user's response to the HIP of unknown difficulty can then be examined and employed to determine whether that HIP is too difficult for humans to solve. Alternatively, at least one HIP can be presented. Difficulty of individual HIP parameters can also be determined.

    Machine assisted query formulation
    3.
    发明授权
    Machine assisted query formulation 有权
    机器辅助查询配方

    公开(公告)号：US08190627B2

    公开(公告)日：2012-05-29

    申请号：US11770458

    申请日：2007-06-28

    申请人： John C. Platt ,  Gary W. Flake ,  Ramez Naam ,  Anoop Gupta ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Joshua T. Goodman

    发明人： John C. Platt ,  Gary W. Flake ,  Ramez Naam ,  Anoop Gupta ,  Oliver Hurst-Hiller ,  Trenholme J. Griffin ,  Joshua T. Goodman

    IPC分类号： G06F17/30

    CPC分类号： G06F17/30389

    摘要： Architecture for completing search queries by using artificial intelligence based schemes to infer search intentions of users. Partial queries are completed dynamically in real time. Additionally, search aliasing can also be employed. Custom tuning can be performed based on at least query inputs in the form of text, graffiti, images, handwriting, voice, audio, and video signals. Natural language processing occurs, along with handwriting recognition and slang recognition. The system includes a classifier that receives a partial query as input, accesses a query database based on contents of the query input, and infers an intended search goal from query information stored on the query database. A query formulation engine receives search information associated with the intended search goal and generates a completed formal query for execution.

    摘要翻译： 通过使用基于人工智能的方案来推断用户的搜索意图来完成搜索查询的架构。 部分查询是实时动态完成的。 此外，还可以使用搜索别名。 可以至少基于文本，涂鸦，图像，手写，语音，音频和视频信号的查询输入进行定制调整。 自然语言处理发生，手写识别和俚语识别。 该系统包括接收部分查询作为输入的分类器，基于查询输入的内容访问查询数据库，并从存储在查询数据库中的查询信息推断预期的搜索目标。 查询制定引擎接收与预期搜索目标相关联的搜索信息，并生成完成的正式查询以供执行。

    Web document keyword and phrase extraction
    4.
    发明授权
    Web document keyword and phrase extraction 有权
    Web文档关键字和短语提取

    公开(公告)号：US08135728B2

    公开(公告)日：2012-03-13

    申请号：US11619230

    申请日：2007-01-03

    申请人： Wen-tau Yih ,  Joshua T. Goodman ,  Vitor Rocha de Carvalho

    发明人： Wen-tau Yih ,  Joshua T. Goodman ,  Vitor Rocha de Carvalho

    IPC分类号： G06F7/00 ,  G06F17/30 ,  G06F13/14

    CPC分类号： G06F17/241 ,  G06F17/27 ,  G06F17/30 ,  G06F17/30616

    摘要： Extraction analysis techniques biased, in part, by query frequency information from a query log file and/or search engine cache are employed along with machine learning processes to determine candidate keywords and/or phrases of web documents. Web oriented features associated with the candidate keywords and/or phrases are also utilized to analyze the web documents. A keyword and/or phrase extraction mechanism can be utilized to score keywords and/or phrases in a web document and estimate a likelihood that the keywords and/or phrases are relevant, for example, in an advertising system and the like.

    摘要翻译： 提取分析技术部分地通过来自查询日志文件和/或搜索引擎高速缓冲存储器的查询频率信息以及机器学习过程来偏移来确定web文档的候选关键字和/或短语。 与候选关键字和/或短语相关联的面向Web的功能也用于分析网络文档。 可以使用关键字和/或短语提取机制来评估网络文档中的关键字和/或短语，并估计关键词和/或短语相关的可能性，例如在广告系统等中。

    Using message features and sender identity for email spam filtering
    8.
    发明授权
    Using message features and sender identity for email spam filtering 失效
    使用邮件功能和发件人身份进行电子邮件垃圾邮件过滤

    公开(公告)号：US07899866B1

    公开(公告)日：2011-03-01

    申请号：US11027895

    申请日：2004-12-31

    申请人： Jay T. Buckingham ,  Geoffrey J Hulten ,  Joshua T. Goodman ,  Robert L. Rounthwaite

    发明人： Jay T. Buckingham ,  Geoffrey J Hulten ,  Joshua T. Goodman ,  Robert L. Rounthwaite

    IPC分类号： G06F15/16 ,  G06F11/00

    CPC分类号： H04L51/12

    摘要： Email spam filtering is performed based on a sender reputation and message features. When an email message is received, a preliminary spam determination is made based, at least in part, on a combination of a reputation associated with the sender of the email message and one or more features of the email message. If the preliminary spam determination indicates that the message is spam, then a secondary spam determination is made based on one or more features of the received email message. If both the preliminary and secondary spam determinations indicate that the received email message is likely spam, then the message is treated as spam.

    摘要翻译： 基于发件人信誉和消息功能执行电子邮件过滤。 当接收到电子邮件消息时，至少部分地基于与电子邮件消息的发送者与电子邮件消息的一个或多个特征相关联的信誉的组合来进行初步垃圾邮件确定。 如果初步垃圾邮件确定指示该消息是垃圾邮件，则基于所接收的电子邮件消息的一个或多个特征进行辅助垃圾邮件确定。 如果初步和次要垃圾邮件确定都指示接收的电子邮件可能是垃圾邮件，则该邮件被视为垃圾邮件。

    Using IP address and domain for email spam filtering
    9.
    发明授权
    Using IP address and domain for email spam filtering 有权
    使用IP地址和域进行垃圾邮件过滤

    公开(公告)号：US07689652B2

    公开(公告)日：2010-03-30

    申请号：US11031672

    申请日：2005-01-07

    申请人： Manav Mishra ,  Elissa E. S. Murphy ,  Geoffrey J Hulten ,  Joshua T. Goodman ,  Wen-Tau Yih

    发明人： Manav Mishra ,  Elissa E. S. Murphy ,  Geoffrey J Hulten ,  Joshua T. Goodman ,  Wen-Tau Yih

    IPC分类号： G06F15/16 ,  G06F15/173

    CPC分类号： H04L51/28 ,  H04L29/1215 ,  H04L51/12 ,  H04L61/1564 ,  H04L63/0227 ,  H04L63/1441

    摘要： Email spam filtering is performed based on a combination of IP address and domain. When an email message is received, an IP address and a domain associated with the email message are determined. A cross product of the IP address (or portions of the IP address) and the domain (or portions of the domain) is calculated. If the email message is known to be either spam or non-spam, then a spam score based on the known spam status is stored in association with each (IP address, domain) pair element of the cross product. If the spam status of the email message is not known, then the (IP address, domain) pair elements of the cross product are used to lookup previously determined spam scores. A combination of the previously determined spam scores is used to determine whether or not to treat the received email message as spam.

    摘要翻译： 电子邮件垃圾邮件过滤是基于IP地址和域名的组合来执行的。 当接收到电子邮件消息时，确定与电子邮件消息相关联的IP地址和域。 计算IP地址（或IP地址的部分）和域（或域的部分）的交叉乘积。 如果电子邮件消息被称为垃圾邮件或非垃圾邮件，则根据已知垃圾邮件状态的垃圾邮件分数与交叉产品的每个（IP地址，域）对元素相关联地存储。 如果电子邮件的垃圾邮件状态未知，则交叉产品的（IP地址，域）对元素将用于查找先前确定的垃圾邮件分数。 使用先前确定的垃圾邮件分数的组合来确定是否将接收的电子邮件消息视为垃圾邮件。

    COMMUNICATION WORKSPACE
    10.
    发明申请
    COMMUNICATION WORKSPACE 有权
    通信工作空间

    公开(公告)号：US20090254390A1

    公开(公告)日：2009-10-08

    申请号：US12098027

    申请日：2008-04-04

    申请人： Eran Megiddo ,  Joshua T. Goodman ,  Jensen M. Harris ,  Susan T. Dumais ,  Michael V. Ehrenberg ,  Srikanth Shoroff ,  William H. Gates, III

    发明人： Eran Megiddo ,  Joshua T. Goodman ,  Jensen M. Harris ,  Susan T. Dumais ,  Michael V. Ehrenberg ,  Srikanth Shoroff ,  William H. Gates, III

    IPC分类号： G06Q99/00 ,  G06Q10/00 ,  G06F21/00

    CPC分类号： G06Q10/10 ,  G06F21/6218

    摘要： Multiple pieces of information can be arranged into a single construct that allows the employee to ascertain information quickly while at her workstation. Selection of information for placement into the construct can employ various statistical models and the like. Selective pieces of information can be masked for a user's construct based upon access rights of the user. Constructs can be configured by a user based on personal preferences as well as by an administrator. Population of metadata upon the construct can be performed automatically through an instruction of the administrator or be overridden by a user request. In addition, various types of synchronization can be implemented between constructs, such that identical or near-identical information is populated upon multiple constructs.

    摘要翻译： 多个信息可以被安排成一个单一的结构，允许员工在她的工作站快速地确定信息。 用于放置到构造中的信息的选择可以采用各种统计模型等。 基于用户的访问权限，可以为用户的构造掩蔽选择性的信息。 构造可以由用户基于个人偏好以及由管理员进行配置。 可以通过管理员的指令自动执行构造中的元数据的群体，或者被用户请求覆盖。 此外，可以在构造之间实现各种类型的同步，使得在多个构造上填充相同或近乎相同的信息。