公开(公告)号：US20060271425A1

公开(公告)日：2006-11-30

申请号：US11139750

申请日：2005-05-27

申请人： Joshua Goodman ,  Christopher Meek

发明人： Joshua Goodman ,  Christopher Meek

IPC分类号： G06Q30/00

CPC分类号： G06Q30/02 ,  G06Q30/0261 ,  G06Q30/0269 ,  G06Q30/0273

摘要： The subject invention provides a unique system and method that facilitates displaying content-targeted advertisements within applications running on an end-user or client computer. To mitigate privacy concerns, one or more advertisements can be stored on a client computer. At least one advertisement can be displayed on the client based at least in part on the context relating to the user's interaction with the client. By doing so, the user's private data or content is not passed to the server—meanwhile content-targeted advertising processing can be run on the user's content to determine which advertisements to display. Different forms of advertisements can be displayed to the user when the client is offline or online to facilitate optimizing use interaction with the advertisements and billing capabilities. To ensure that advertisements are displayed when content is displayed on a client, various encryption and decryption techniques can be employed to mitigate tampering of advertisement display code.

摘要翻译： 本发明提供了一种独特的系统和方法，其有助于在最终用户或客户端计算机上运行的应用内显示面向内容的广告。 为了减轻隐私问题，一个或多个广告可以存储在客户端计算机上。 至少一部分广告可以至少部分地基于与用户与客户端的交互相关的上下文来显示在客户端上。 通过这样做，用户的私有数据或内容不被传递到服务器 - 同时可以在用户的​​内容上运行针对内容的广告处理，以确定要显示的广告。 当客户离线或在线时，可以向用户显示不同形式的广告，以便于优化与广告的使用交互和计费能力。 为了确保在客户端上显示内容时显示广告，可以采用各种加密和解密技术来减轻广告显示代码的篡改。

公开(公告)号：US20070192855A1

公开(公告)日：2007-08-16

申请号：US11335902

申请日：2006-01-18

申请人： Geoffrey Hulten ,  Paul Rehfuss ,  Robert Rounthwaite ,  Joshua Goodman ,  Gopalakrishnan Seshadrinathan ,  Anthony Penta ,  Manav Mishra ,  Roderic Deyo ,  Elliott Haber ,  David Snelling

发明人： Geoffrey Hulten ,  Paul Rehfuss ,  Robert Rounthwaite ,  Joshua Goodman ,  Gopalakrishnan Seshadrinathan ,  Anthony Penta ,  Manav Mishra ,  Roderic Deyo ,  Elliott Haber ,  David Snelling

IPC分类号： G06F12/14

CPC分类号： H04L63/1483 ,  G06F17/30887 ,  H04L63/08 ,  H04L63/1441

摘要： Described is a technology by which phishing-related data sources are processed into aggregated data and a given site evaluated the aggregated data using a predictive model to automatically determine whether the given site is likely to be a phishing site. The predictive model may be built using machine learning based on training data, e.g., including known phishing sites and/or known non-phishing sites. To determine whether an object corresponding to a site is likely a phishing-related object are described, various criteria are evaluated, including one or more features of the object when evaluated. The determination is output in some way, e.g., made available to a reputation service, used to block access to a site or warn a user before allowing access, and/or used to assist a hand grader in being more efficient in evaluating sites.

摘要翻译： 描述了一种将钓鱼相关数据源处理为聚合数据的技术，给定的站点使用预测模型评估聚合数据，以自动确定给定站点是否可能是钓鱼站点。 可以使用基于训练数据的机器学习来构建预测模型，例如包括已知的网络钓鱼站点和/或已知的非网络钓鱼站点。 为了确定对应于站点的对象是否可能是与钓鱼相关的对象，评估了各种标准，包括评估时对象的一个​​或多个特征。 该确定以某种方式输出，例如可用于信誉服务，用于阻止对站点的访问或在允许访问之前警告用户，和/或用于帮助平手机更有效地评估站点。

公开(公告)号：US20050021649A1

公开(公告)日：2005-01-27

申请号：US10601159

申请日：2003-06-20

申请人： Joshua Goodman ,  Robert Rounthwaite ,  Eliot Gillum

发明人： Joshua Goodman ,  Robert Rounthwaite ,  Eliot Gillum

IPC分类号： G06F13/00 ,  H04L12/58 ,  G06F15/16

CPC分类号： G06F21/552 ,  G06F21/316 ,  G06F2221/2103 ,  H04L51/12 ,  H04L63/0227 ,  H04L63/1416

摘要： The subject invention provides for a system and method that facilitates detecting and preventing spam in a variety of networked communication environments. In particular, the invention provides several techniques for monitoring outgoing communications to identify potential spammers. Identification of potential spammers can be accomplished at least in part by a detection component that monitors per sender at least one of volume of outgoing messages, volume of recipients, and/or rate of outgoing messages. In addition, outgoing messages can be scored based at least in part on their content. The scores can be added per message per sender and if the total scores) per message or per sender exceeds some threshold, then further action can be taken to verify whether the potential spammer is a spammer. Such actions include human-inspecting a sample of the messages, sending challenges to the account, sending a legal notice to warn potential spammers and/or shutting down the account.

摘要翻译： 本发明提供了一种有助于在各种网络通信环境中检测和防止垃圾信息的系统和方法。 特别地，本发明提供了几种用于监视传出通信以识别潜在垃圾邮件发送者的技术。 可以至少部分地由检测组件完成对潜在垃圾邮件发送者的识别，所述检测组件针对每个发送者监视传出消息的量，接收者的容量和/或传出消息的速率中的至少一个。 此外，至少部分基于其内容可以对外发消息进行评分。 每个发件人的每个消息可以添加分数，如果每个消息或每个发件人的总分数超过某个阈值，则可以采取进一步的措施来验证潜在的垃圾邮件发送者是否是垃圾邮件发送者。 这些行为包括人员检查邮件样本，向帐户发送挑战，发送法律通知以警告潜在的垃圾邮件发送者和/或关闭帐户。

公开(公告)号：US06573844B1

公开(公告)日：2003-06-03

申请号：US09484079

申请日：2000-01-18

申请人： Daniel Venolia ,  Joshua Goodman ,  Xuedong Huang ,  Hsiao-Wuen Hon

发明人： Daniel Venolia ,  Joshua Goodman ,  Xuedong Huang ,  Hsiao-Wuen Hon

IPC分类号： H03M122

CPC分类号： G06F3/0237 ,  G06F3/04886

摘要： Predictive keyboards, such as predictive soft keyboards, are disclosed. In one embodiment, a computer-implemented method predicts at least one key to be entered next within a sequence of keys. The method displays a soft keyboard where the predicted keys are displayed on the soft keyboard differently than the other keys on the keyboard. For example, the predicted keys may be larger in size on the soft keyboard as compared to the other keys. This makes the predicted keys more easily typed by a user as compared to the other keys.

摘要翻译： 公开了预测键盘，例如预测软键盘。 在一个实施例中，计算机实现的方法预测将在键序列中接下来要输入的至少一个键。 该方法显示软键盘，其中预测键在软键盘上显示与键盘上的其他键不同。 例如，与其他键相比，预测键在软键盘上的尺寸可能更大。 这使得与其他键相比，用户更容易地键入预测键。

公开(公告)号：US20070022069A1

公开(公告)日：2007-01-25

申请号：US11465102

申请日：2006-08-16

申请人： Joshua Goodman

发明人： Joshua Goodman

IPC分类号： G06N3/08 ,  G06F15/18

CPC分类号： G06N99/005 ,  G10L15/063

摘要： A system and method facilitating training machine learning systems utilizing sequential conditional generalized iterative scaling is provided. The invention includes an expected value update component that modifies an expected value based, at least in part, upon a feature function of an input vector and an output value, a sum of lambda variable and a normalization variable. The invention further includes an error calculator that calculates an error based, at least in part, upon the expected value and an observed value. The invention also includes a parameter update component that modifies a trainable parameter based, at least in part, upon the error. A variable update component that updates at least one of the sum of lambda variable and the normalization variable based, at least in part, upon the error is also provided.

摘要翻译： 提供了一种利用连续条件广义迭代缩放来促进训练机器学习系统的系统和方法。 本发明包括至少部分地基于输入向量的特征函数和输出值，λ变量和归一化变量的和来修改期望值的期望值更新组件。 本发明还包括误差计算器，该误差计算器至少部分地基于期望值和观测值来计算误差。 本发明还包括至少部分地基于错误来修改可训练参数的参数更新组件。 还提供了至少部分地基于错误来更新λ变量和归一化变量之和中的至少一个的可变更新组件。

公开(公告)号：US20060271426A1

公开(公告)日：2006-11-30

申请号：US11141307

申请日：2005-05-31

申请人： Christian Borgs ,  Jennifer Chayes ,  Uriel Feige ,  Mohammad Mahdian ,  Amin Saberi ,  Joshua Goodman

发明人： Christian Borgs ,  Jennifer Chayes ,  Uriel Feige ,  Mohammad Mahdian ,  Amin Saberi ,  Joshua Goodman

IPC分类号： G06Q30/00 ,  G06F17/00

CPC分类号： G06Q30/02 ,  G06Q30/0273 ,  G06Q30/0283

摘要： A computer-implemented system that facilitates sale of advertising space on a plurality of web pages by way of a posted-price market comprises an interface component that receives pricing information relating to a plurality of spaces on the plurality of search pages. A posting component communicatively coupled to the interface component posts the pricing information so that the pricing information is accessible to a prospective buyer. For example, the pricing information can be based at least in part on one or more of size of a space on a search page, location of a space on a search page, duration that a space will be utilized for advertising, and demand associated with a space on a search page. In accordance with another aspect of the subject invention, the pricing information can relate to a percentage of page views that will display advertisements relating to a purchaser on at least one of the plurality of spaces.

公开(公告)号：US20060218115A1

公开(公告)日：2006-09-28

申请号：US11218124

申请日：2005-09-01

申请人： Joshua Goodman ,  Vitor De Carvalho ,  Kristin Bromm ,  Denise Hui

发明人： Joshua Goodman ,  Vitor De Carvalho ,  Kristin Bromm ,  Denise Hui

IPC分类号： G06F17/30

CPC分类号： G06F17/241 ,  G06F16/313 ,  G06F17/27

摘要： A computer-implemented implicit querying system comprises a scanning component that scans content of a document. An analysis component analyzes the scanned content and outputs a query based at least in part upon the analysis and frequency of use information associated with the query. The system can further comprise a weighting component that provides weights to text within the document based at least in part upon location of text within the document. The query can then be output to a user based at least in part upon the provided weights.

摘要翻译： 计算机实现的隐式查询系统包括扫描文档的内容的扫描组件。 分析组件至少部分地基于与查询相关联的分析和使用频率来分析扫描的内容并输出查询。 该系统还可以包括加权组件，该加权组件至少部分地基于文档内文本的位置来向文档内的文本提供权重。 然后可以至少部分地基于提供的权重将查询输出到用户。

公开(公告)号：US20060123478A1

公开(公告)日：2006-06-08

申请号：US11129665

申请日：2005-05-13

申请人： Paul Rehfuss ,  Joshua Goodman ,  Robert Rounthwaite ,  Manav Mishra ,  Geoffrey Hulten ,  Kenneth Richards ,  Aaron Averbuch ,  Anthony Penta ,  Roderic Deyo

发明人： Paul Rehfuss ,  Joshua Goodman ,  Robert Rounthwaite ,  Manav Mishra ,  Geoffrey Hulten ,  Kenneth Richards ,  Aaron Averbuch ,  Anthony Penta ,  Roderic Deyo

IPC分类号： G06F12/14

CPC分类号： H04L63/1408 ,  H04L67/02

摘要： Phishing detection, prevention, and notification is described. In an embodiment, a messaging application facilitates communication via a messaging user interface, and receives a communication, such as an email message, from a domain. A phishing detection module detects a phishing attack in the communication by determining that the domain is similar to a known phishing domain, or by detecting suspicious network properties of the domain. In another embodiment, a Web browsing application receives content, such as data for a Web page, from a network-based resource, such as a Web site or domain. The Web browsing application initiates a display of the content, and a phishing detection module detects a phishing attack in the content by determining that a domain of the network-based resource is similar to a known phishing domain, or that an address of the network-based resource from which the content is received has suspicious network properties.

公开(公告)号：US20060123464A1

公开(公告)日：2006-06-08

申请号：US11129222

申请日：2005-05-13

申请人： Joshua Goodman ,  Paul Rehfuss ,  Robert Rounthwaite ,  Manav Mishra ,  Geoffrey Hulten ,  Kenneth Richards ,  Aaron Averbuch ,  Anthony Penta ,  Roderic Deyo

发明人： Joshua Goodman ,  Paul Rehfuss ,  Robert Rounthwaite ,  Manav Mishra ,  Geoffrey Hulten ,  Kenneth Richards ,  Aaron Averbuch ,  Anthony Penta ,  Roderic Deyo

IPC分类号： H04L9/32

CPC分类号： H04L63/1416 ,  H04L51/12 ,  H04L63/1466 ,  H04L63/1483

摘要： Phishing detection, prevention, and notification is described. In an embodiment, a messaging application facilitates communication via a messaging user interface, and receives a communication, such as an email message, from a domain. A phishing detection module detects a phishing attack in the communication by determining that the domain is similar to a known phishing domain, or by detecting suspicious network properties of the domain. In another embodiment, a Web browsing application receives content, such as data for a Web page, from a network-based resource, such as a Web site or domain. The Web browsing application initiates a display of the content, and a phishing detection module detects a phishing attack in the content by determining that a domain of the network-based resource is similar to a known phishing domain, or that an address of the network-based resource from which the content is received has suspicious network properties.

公开(公告)号：US20050066201A1

公开(公告)日：2005-03-24

申请号：US10669545

申请日：2003-09-23

申请人： Joshua Goodman ,  Robert Rounthwaite

发明人： Joshua Goodman ,  Robert Rounthwaite

IPC分类号： G06Q30/00 ,  H04L9/32

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.

摘要翻译： 本发明涉及一种系统和方法，其通过利用诸如基于顺序的HIP之类的HIP并且以自动化的方式确定任何类型的HIP的难易度来促进识别人的交互。 基于订单的HIP要求用户识别序列中的元素以及识别序列中元素的正确顺序。 本发明涉及向用户呈现至少两个HIP，使得HIP可能是已知的和/或未知的困难。 正确回答已知难题的HIP的用户可以访问HIP控制的资源，动作或应用程序。 然后可以检查和使用用户对未知困难HIP的响应，以确定HIP是否太难以解决。 或者，可以呈现至少一个HIP。 也可以确定各个HIP参数的难度。