公开(公告)号：US07392244B1

公开(公告)日：2008-06-24

申请号：US11180083

申请日：2005-07-13

申请人： Jeffrey A. Dean ,  Georges Harik ,  Benedict Gomes ,  Noam Shazeer

发明人： Jeffrey A. Dean ,  Georges Harik ,  Benedict Gomes ,  Noam Shazeer

IPC分类号： G06F17/30

CPC分类号： G06F17/30731 ,  G06F17/30864 ,  Y10S707/99932 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99935

摘要： Methods and apparatus determine equivalent descriptions for an information need. In one implementation, if adjacent entries in a query log contain common terms, the uncommon terms are identified as a candidate pair. The candidate pairs are assigned a score based on their frequency of occurrence, and pairs having a score exceeding a defined threshold are determined to be synonyms.

摘要翻译： 方法和设备确定信息需求的等效描述。 在一个实现中，如果查询日志中的相邻条目包含公共术语，则将罕见项标识为候选对。 基于候选对的发生频率对候选对分配分数，并且将具有超过定义的阈值的分数的对确定为同义词。

公开(公告)号：US07383258B2

公开(公告)日：2008-06-03

申请号：US10676571

申请日：2003-09-30

申请人： Georges Harik ,  Noam M. Shazeer

发明人： Georges Harik ,  Noam M. Shazeer

IPC分类号： G06F13/30

CPC分类号： G06F17/30707 ,  G06F17/30616 ,  G06F17/30705 ,  Y10S707/99935 ,  Y10S707/99943

摘要： One embodiment of the present invention provides a system characterizes a document with respect to clusters of conceptually related words. Upon receiving a document containing a set of words, the system selects “candidate clusters” of conceptually related words that are related to the set of words. These candidate clusters are selected using a model that explains how sets of words are generated from clusters of conceptually related words. Next, the system constructs a set of components to characterize the document, wherein the set of components includes components for candidate clusters. Each component in the set of components indicates a degree to which a corresponding candidate cluster is related to the set of words.

摘要翻译： 本发明的一个实施例提供了一种系统表征关于概念上相关词组的文档。 在接收到包含一组单词的文档时，系统选择与该组词相关的概念上相关词的“候选聚类”。 使用一个模型来选择这些候选群集，该模型解释了如何从概念上相关的单词群集中生成单词组。 接下来，系统构造一组组件来表征文档，其中该组组件包括用于候选聚类的组件。 组件组中的每个组件表示对应的候选集群与该组集合相关的程度。

公开(公告)号：US20060080238A1

公开(公告)日：2006-04-13

申请号：US10997227

申请日：2004-11-24

申请人： Thomas Nielsen ,  John Piscitello ,  Arturo Crespo ,  Louis Perrochon ,  Benjamin Ling ,  Georges Harik

发明人： Thomas Nielsen ,  John Piscitello ,  Arturo Crespo ,  Louis Perrochon ,  Benjamin Ling ,  Georges Harik

IPC分类号： G06Q40/00

CPC分类号： G06Q20/12 ,  G06Q20/102 ,  G06Q20/29 ,  G06Q30/00 ,  G06Q30/0609 ,  G06Q30/0617 ,  G06Q30/0619 ,  G06Q40/00 ,  G06Q40/025

摘要： A micro-payment system has buyers, sellers, and a broker. The buyers establish accounts with the broker and provide payment information allowing the broker to invoice the buyers. The sellers establish accounts with the brokers and specify terms for accessing items, including electronic content, available from the sellers. The sellers also provide payment information that allows the broker to credit the sellers for sales of the items. The broker aggregates the buyers' micro-payment purchases and invoices the buyers. The broker also aggregates the sellers' micro-payment sales and credits the sellers.

摘要翻译： 微支付系统有买家，卖家和经纪人。 买家与经纪人建立账户并提供支付信息，允许经纪人向买家发票。 卖家与经纪人建立账户，并指定从卖方获取的用于访问物品（包括电子内容）的条款。 卖方还提供支付信息，允许经纪人向卖方授信销售商品。 经纪人汇总买家的微支付购买和发票买家。 经纪人还汇总卖家的微额支付销售额，并将卖家信用。

公开(公告)号：US20060059043A1

公开(公告)日：2006-03-16

申请号：US10941274

申请日：2004-09-14

申请人： Wesley Chan ,  Shioupyn Shen ,  Georges Harik

发明人： Wesley Chan ,  Shioupyn Shen ,  Georges Harik

IPC分类号： G06Q30/00

CPC分类号： G06Q30/02 ,  G06Q30/0247 ,  G06Q30/0267 ,  H04L12/2856

摘要： Methods and system for providing wireless access at a reduced rate. In one embodiment, access to a WAP is provided to an end-user at a rate subsidized by a first entity. The first entity includes advertisements in an end-user view.

摘要翻译： 以较低速率提供无线接入的方法和系统。 在一个实施例中，以由第一实体补贴的速率向最终用户提供对WAP的访问。 第一实体包括最终用户视图中的广告。

公开(公告)号：US20050114198A1

公开(公告)日：2005-05-26

申请号：US10721010

申请日：2003-11-24

申请人： Ross Koningstein ,  Valentin Spitkovsky ,  Georges Harik ,  Noam Shazeer

发明人： Ross Koningstein ,  Valentin Spitkovsky ,  Georges Harik ,  Noam Shazeer

IPC分类号： G06F17/60

CPC分类号： G06Q30/02 ,  G06Q30/0243 ,  G06Q30/0277

摘要： Concept similarity may be used to help resolve ambiguities with respect to ads served using, at least, keyword targeting. More specifically, concept similarity may be used to help determine ad relevancy and/or ad scores.

摘要翻译： 概念相似性可用于帮助解决至少使用关键字定位所投放广告的歧义。 更具体地，可以使用概念相似性来帮助确定广告相关性和/或广告得分。

公开(公告)号：US20050065806A1

公开(公告)日：2005-03-24

申请号：US10674056

申请日：2003-09-29

申请人： Georges Harik

发明人： Georges Harik

IPC分类号： G06Q30/00 ,  G06F17/60

CPC分类号： G06Q30/02

摘要： Online information (such as advertiser Web pages in conjunction with products lists, Web content, existing online ads, etc.), or an electronic version of offline advertisement information, is used to generate online advertising information, such as a landing page, targeting information, and/or ad creative information.

摘要翻译： 在线信息（例如广告商网页与产品列表，网页内容，现有的在线广告等）或电子版的离线广告信息，用于生成在线广告信息，如着陆页，定位信息 ，和/或广告创意信息。

公开(公告)号：US09613316B2

公开(公告)日：2017-04-04

申请号：US14010436

申请日：2013-08-26

申请人： Georges Harik

发明人： Georges Harik

IPC分类号： G06K9/00 ,  G06N99/00 ,  G06N3/08

CPC分类号： G06N99/005 ,  G06K9/00 ,  G06N3/088

摘要： A method optimizes a predictive computation model efficiently. The method includes (i) selecting model parameters that are expected to take real values within a one-sided predetermined range; and (ii) iteratively: (a) receiving a set of input values; (b) executing the computation model based on the input values; (c) updating the values of the model parameters to minimize a loss function; and (d) examining each of the model parameters, such that, when the examined model parameter attains or moves past a value that is idempotent to the computation model, removing the model parameter from the computation model. In one embodiment, the predetermined range is either the range between a predetermined positive real value and positive infinity or the range between a predetermined negative real value and negative infinity. The predetermined positive real value or the predetermined negative real value may be an idempotent value to the model computation.

公开(公告)号：US09490991B2

公开(公告)日：2016-11-08

申请号：US12606998

申请日：2009-10-27

申请人： Jeffrey Dean ,  Georges Harik ,  Obeka Tallis Brown Bakin

发明人： Jeffrey Dean ,  Georges Harik ,  Obeka Tallis Brown Bakin

IPC分类号： G06F17/30 ,  H04L12/18

CPC分类号： H04L12/1818 ,  G06F17/30699 ,  G06F17/30702 ,  G06F17/30867 ,  Y10S707/99933 ,  Y10S707/99939

摘要： Communications between entities who may share common interests. For entities determined to be sharing common interests (e.g., searching using the same terms or topics, browsing a page, a site or a groups of topically related sites), options for communication among the entities are provided. For example, a chat room may be dynamically created for persons who are currently searching or browsing the same or related information. As another example, a “homepage” may be created for each query and contain various types of information related to the query. A permission module controls which entities may participate, what types of information (and from what sources) an entity can (or desires to) receive, what types of information the entity may (or desires to) share.

公开(公告)号：US09336498B2

公开(公告)日：2016-05-10

申请号：US14157327

申请日：2014-01-16

申请人： Georges Harik ,  PageBites, Inc.

发明人： Georges Harik

IPC分类号： G06N99/00 ,  G06N3/08

CPC分类号： G06N99/005 ,  G06N3/08

摘要： An apparatus and a method are provided for learning a program with a large number of parameters. In one embodiment, a method not only distorts the input values, but also distorts some of the parameters in the program model. Such an approach not only forces the learned program to acquire parameter values to predict missing or desired data, but also to correct errors in the input data and the program parameters themselves, thereby rendering the learned program more resilient to overfitting and falling into local optima.

摘要翻译： 提供了一种用于学习具有大量参数的程序的装置和方法。 在一个实施例中，一种方法不仅会扭曲输入值，而且会扭曲程序模型中的一些参数。 这种方法不仅强制学习的程序获取参数值来预测丢失或期望的数据，而且还要纠正输入数据和程序参数本身中的错误，从而使学习的程序更适合过度拟合并落入局部最优。

公开(公告)号：US08825754B2

公开(公告)日：2014-09-02

申请号：US13550534

申请日：2012-07-16

申请人： Eric Russell Fredricksen ,  Hanping Feng ,  Naga Sridhar Kataru ,  Georges Harik

发明人： Eric Russell Fredricksen ,  Hanping Feng ,  Naga Sridhar Kataru ,  Georges Harik

IPC分类号： G06F15/16 ,  H04L29/08

CPC分类号： H04L67/1097 ,  H04L29/08729 ,  H04L67/02 ,  H04L67/32

摘要： The present invention is directed to a client-server network system implementing a multi-tier caching strategy for a user to access a document efficiently. When serving a document to client, the document is examined for embedded references to other documents. The embedded references are extracted and then assigned a priority. The referenced documents are preloaded to the client prior to receiving a request for them. The referenced documents are obtained locally from the server cache or obtained from their respective web hosts and transmitted according to the assigned priority.

摘要翻译： 本发明涉及一种实现用于用户高效访问文档的多层缓存策略的客户端 - 服务器网络系统。 当向客户端提供文档时，将检查文档以了解其他文档的引用。 提取嵌入的引用，然后分配优先级。 引用的文档在接收到它们的请求之前被预加载到客户端。 所引用的文档是从服务器缓存本地获取的，或者从它们各自的web主机获得并根据分配的优先级被发送。