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1. 发明申请

US20100125585A1 Conjoint Analysis with Bilinear Regression Models for Segmented Predictive Content Ranking 审中-公开
标题翻译：用于分段预测内容排名的双线性回归模型的联合分析
公开(公告)号：US20100125585A1
公开(公告)日：2010-05-20
申请号：US12272607
申请日：2008-11-17
申请人： Wei Chu , Seung-Taek Park , Raghu Ramakrishnan , Bee-Chung Chen , Deepak K. Agarwal , Pradheep Elango , Scott Roy , Todd Beaupre
发明人： Wei Chu , Seung-Taek Park , Raghu Ramakrishnan , Bee-Chung Chen , Deepak K. Agarwal , Pradheep Elango , Scott Roy , Todd Beaupre
IPC分类号： G06F17/30 , G06F7/06 , G06F7/00
CPC分类号： G06F16/3346 , G06F16/313
摘要： Information with respect to users, items, and interactions between the users and items is collected. Each user is associated with a set of user features. Each item is associated with a set of item features. An expected score function is defined for each user-item pair, which represents an expected score a user assigns an item. An objective represents the difference between the expected score and the actual score a user assigns an item. The expected score function and the objective function share at least one common variable. The objective function is minimized to find best fit for some of the at least one common variable. Subsequently, the expected score function is used to calculate expected scores for individual users or clusters of users with respect to a set of items that have not received actual scores from the users. The set of items are ranked based on their expected scores.
摘要翻译：收集关于用户，项目以及用户和项目之间的交互的信息。每个用户与一组用户特征相关联。每个项目与一组项目特征相关联。为每个用户 - 物品对定义预期分数函数，其表示用户分配项目的预期分数。目标表示用户分配项目的预期分数与实际分数之间的差异。预期得分函数和目标函数共享至少一个共同变量。目标函数被最小化以找到最适合至少一个共同变量中的一些。随后，使用预期分数函数来计算相对于尚未从用户那里获得实际分数的一组项目的个体用户或用户群的预期分数。该组项目根据其预期分数进行排名。

2. 发明申请

US20100250556A1 Determining User Preference of Items Based on User Ratings and User Features 有权
标题翻译：基于用户评分和用户特征确定用户偏好
公开(公告)号：US20100250556A1
公开(公告)日：2010-09-30
申请号：US12416036
申请日：2009-03-31
申请人： Seung-Taek Park , Wei Chu , Todd Beaupre , Deepak K. Agarwal , Scott Roy , Raghu Ramakrishnan
发明人： Seung-Taek Park , Wei Chu , Todd Beaupre , Deepak K. Agarwal , Scott Roy , Raghu Ramakrishnan
IPC分类号： G06F17/30
CPC分类号： G06F17/30699
摘要： A set of item-item affinities for a plurality of items is determined based on collaborative-filtering techniques. A set of an item's nearest neighbor items based on the set of item-item affinities is determined. A set of user feature-item affinities for the plurality of items and a set of user features is determined based on least squared regression. A set of a user feature's nearest neighbor items is determined based in part on the set of user feature-item affinities. Compatible affinity weights for nearest neighbor items of each item and each user feature are determined and stored. Based on user features of a particular user and items a particular user has consumed, a set of nearest neighbor items comprising nearest neighbor items for user features of the user and items the user has consumed are identified as a set of candidate items, and affinity scores of candidate items are determined. Based at least in part on the affinity scores, a candidate item from the set of candidate items is recommended to the user.
摘要翻译：基于协同过滤技术来确定用于多个项目的项目项目亲和度的集合。确定基于项目项目亲和度的集合的项目的最近邻居项目的集合。基于最小二乘回归确定用于多个项目和一组用户特征的一组用户特征项目亲和度。部分基于用户特征项亲属度的集合来确定一组用户特征的最近邻居项目。确定并存储每个项目和每个用户特征的最近邻项目的兼容关联权重。基于特定用户的用户特征和特定用户消费的项目，包括用户的用户特征和用户消费的项目的最近邻项目的一组最近邻项目被识别为一组候选项，并且亲和度分数确定候选项目。至少部分地基于亲和度分数，向用户推荐来自该组候选项目的候选项目。

3. 发明授权

US08301624B2 Determining user preference of items based on user ratings and user features 有权
标题翻译：根据用户评分和用户特征确定项目的用户偏好
公开(公告)号：US08301624B2
公开(公告)日：2012-10-30
申请号：US12416036
申请日：2009-03-31
申请人： Seung-Taek Park , Wei Chu , Todd Beaupre , Deepak K. Agarwal , Scott Roy , Raghu Ramakrishnan
发明人： Seung-Taek Park , Wei Chu , Todd Beaupre , Deepak K. Agarwal , Scott Roy , Raghu Ramakrishnan
IPC分类号： G06F17/30
CPC分类号： G06F17/30699
摘要： A set of item-item affinities for a plurality of items is determined based on collaborative-filtering techniques. A set of an item's nearest neighbor items based on the set of item-item affinities is determined. A set of user feature-item affinities for the plurality of items and a set of user features is determined based on least squared regression. A set of a user feature's nearest neighbor items is determined based in part on the set of user feature-item affinities. Compatible affinity weights for nearest neighbor items of each item and each user feature are determined and stored. Based on user features of a particular user and items a particular user has consumed, a set of nearest neighbor items comprising nearest neighbor items for user features of the user and items the user has consumed are identified as a set of candidate items, and affinity scores of candidate items are determined. Based at least in part on the affinity scores, a candidate item from the set of candidate items is recommended to the user.
摘要翻译：基于协同过滤技术来确定用于多个项目的项目项目亲和度的集合。确定基于项目项目亲和度的集合的项目的最近邻居项目的集合。基于最小二乘回归确定用于多个项目和一组用户特征的一组用户特征项目亲和度。部分基于用户特征项亲属度的集合来确定一组用户特征的最近邻居项目。确定并存储每个项目和每个用户特征的最近邻项目的兼容关联权重。基于特定用户的用户特征和特定用户消费的项目，包括用户的用户特征和用户消费的项目的最近邻项目的一组最近邻项目被识别为一组候选项，并且亲和度分数确定候选项目。至少部分地基于亲和度分数，向用户推荐来自该组候选项目的候选项目。

4. 发明申请

US20120084155A1 PRESENTATION OF CONTENT BASED ON UTILITY 审中-公开
标题翻译：基于实用程序的内容呈现
公开(公告)号：US20120084155A1
公开(公告)日：2012-04-05
申请号：US12895868
申请日：2010-10-01
申请人： Scott Roy , Belle Tseng , Pradheep Elango , Bee-Chung Chen , Jayavel Shanmugasundaram , Raghu Ramakrishnan , Andrei Broder , Deepak Agarwal , Todd Beaupre , Nitin Motgi , John Tomlin
发明人： Scott Roy , Belle Tseng , Pradheep Elango , Bee-Chung Chen , Jayavel Shanmugasundaram , Raghu Ramakrishnan , Andrei Broder , Deepak Agarwal , Todd Beaupre , Nitin Motgi , John Tomlin
IPC分类号： G06Q30/00 , G06N5/02
CPC分类号： G06F3/04817 , G06F3/0482 , G06F17/212 , G06Q30/0273
摘要： Methods and systems for presenting content such as articles based on utility are provided. In one embodiment, a plurality of articles are determined, each article in the plurality of articles including article content and a corresponding preview icon, the preview icon defining a link to the corresponding article content when presented. For each article in the plurality of articles, a user experience utility value is determined. And for each article in the plurality of articles, an economic utility value is also determined. A ranked order of the articles is determined based upon each article's user experience utility value and economic utility value. And a portion of the preview icons of the articles are presented on a graphical display page in a priority orientation based on the ranked order of the articles.
摘要翻译：提供了基于实用程序呈现内容的方法和系统，例如文章。在一个实施例中，确定多个物品，所述多个物品中的每个物品包括物品内容和相应的预览图标，所述预览图标在呈现时定义到相应的物品内容的链接。对于多个文章中的每篇文章，确定用户体验效用值。对于多篇文章中的每篇文章，也确定了经济效用价值。根据每篇文章的用户体验效用值和经济效用值确定文章的排序顺序。并且文章的预览图标的一部分基于文章的排序顺序以优先方向呈现在图形显示页面上。

5. 发明申请

US20160201281A1 Hydrostatic Fluid Containment System 审中-公开
标题翻译：静液流体封闭系统
公开(公告)号：US20160201281A1
公开(公告)日：2016-07-14
申请号：US14902550
申请日：2015-02-10
申请人： Scott ROY
发明人： Scott Roy
IPC分类号： E02B3/10
CPC分类号： E02B3/104 , E02B3/102 , E06B9/04 , E06B2009/007
摘要： A hydrostatic fluid containment system, or flood barrier, that is positioned underground in its open state consisting of a buoyant wall which floats up and above ground level when submerged in a fluid, creating a seal from both buoyant vertical and hydrostatic horizontal forces on the containment wall imposed by the contained fluid. The system will not open prematurely and restrict access of vehicles or pedestrians until containment is necessary. The system comprises a pivot seal which seals the barrier on the upstream side, as well as another sealing element that is positioned between the pivot seal and the buoyant wall. The pivot helps to tilt the barrier towards the upstream direction.
摘要翻译：位于地下处于开放状态的静水流体容纳系统或防洪屏障，其包括在浸没在流体中时漂浮在地面以上的浮力壁，从容纳物上的浮力垂直和静水平力引起的密封所含流体施加的壁。该系统不会过早打开，并限制车辆或行人的通行，直到需要收紧。该系统包括密封上游侧的阻挡物的枢轴密封件以及位于枢转密封件和浮力壁之间的另一个密封元件。枢轴有助于向上游方向倾斜屏障。

6. 发明授权

US08001103B2 Displaying paid search listings in proportion to advertiser spending 有权
标题翻译：按照广告客户支出显示付费搜索列表
公开(公告)号：US08001103B2
公开(公告)日：2011-08-16
申请号：US12184004
申请日：2008-07-31
申请人： Scott Roy , Narinder Pal Singh
发明人： Scott Roy , Narinder Pal Singh
IPC分类号： G06F17/30
CPC分类号： G06Q30/02 , G06F17/30864 , G06Q30/0256 , G06Q30/0272 , G06Q30/0273 , G06Q30/0277 , Y10S707/99933 , Y10S707/99945
摘要： In a pay for placement database search system, in which advertisers pay to include their search listings in a database to be provided with search results in response to queries from searchers, each advertiser decides how much money he wants to spend on a search term. The search provider displays the advertisers' listings in proportion to the amount of money the respective advertisers spend. This permits the advertisers to subscribe to the database search system, deciding how much to pay for a subscription for a predetermined time period. The search provider can recommend an optimal spend amount for the advertisers.
摘要翻译：在支付展示位置数据库搜索系统中，广告客户支付将搜索列表包括在数据库中，以响应于搜索者的查询而提供搜索结果，每个广告客户决定他想要在搜索字词上花多少钱。搜索提供商根据相应广告客户花费的金额成比例显示广告客户的列表。这允许广告商订阅数据库搜索系统，决定在预定时间段内支付订阅费用。搜索提供商可以为广告客户推荐最佳支出金额。

7. 发明授权

US09453315B2 Hydrostatic fluid containment system 有权
标题翻译：静液压容器系统
公开(公告)号：US09453315B2
公开(公告)日：2016-09-27
申请号：US14902550
申请日：2015-02-10
申请人： Scott Roy
发明人： Scott Roy
IPC分类号： E02B7/26 , E02B3/10
CPC分类号： E02B3/104 , E02B3/102 , E06B9/04 , E06B2009/007
摘要： A hydrostatic fluid containment system, or flood barrier, that is positioned underground in its open state consisting of a buoyant wall which floats up and above ground level when submerged in a fluid, creating a seal from both buoyant vertical and hydrostatic horizontal forces on the containment wall imposed by the contained fluid. The system will not open prematurely and restrict access of vehicles or pedestrians until containment is necessary. The system comprises a pivot seal which seals the barrier on the upstream side, as well as another sealing element that is positioned between the pivot seal and the buoyant wall. The pivot helps to tilt the barrier towards the upstream direction.
摘要翻译：位于地下处于开放状态的静水流体容纳系统或防洪屏障，其包括在浸没在流体中时漂浮在地面以上的浮力壁，从密封件上的浮力垂直和静水平力中产生密封所含流体施加的壁。该系统不会过早打开，并限制车辆或行人的通行，直到需要收紧。该系统包括密封上游侧的阻挡物的枢轴密封件以及位于枢转密封件和浮力壁之间的另一个密封元件。枢轴有助于向上游方向倾斜屏障。

8. 发明申请

US20120101967A1 STATISTICAL MESSAGE CLASSIFIER 有权
标题翻译：统计信息分类器
公开(公告)号：US20120101967A1
公开(公告)日：2012-04-26
申请号：US13340509
申请日：2011-12-29
申请人： Jonathan J Oliver , Scott Roy , Scott D. Eikenberry , Bryan Kim , David A. Koblas , Brian K. Wilson
发明人： Jonathan J Oliver , Scott Roy , Scott D. Eikenberry , Bryan Kim , David A. Koblas , Brian K. Wilson
IPC分类号： G06F15/18
CPC分类号： H04L51/12 , G06N99/005 , H04L63/308 , H04L67/02
摘要： A system and method are disclosed for improving a statistical message classifier. A message may be tested with a machine classifier, wherein the machine classifier is capable of making a classification on the message. In the event the message is classifiable by the machine classifier, the statistical message classifier is updated according to the reliable classification made by the machine classifier. The message may also be tested with a first classifier. In the event that the message is not classifiable by the first classifier, it is tested with a second classifier, wherein the second classifier is capable of making a second classification. In the event that the message is classifiable by the second classifier, the statistical message classifier is updated according to the second classification.
摘要翻译：公开了一种用于改进统计消息分类器的系统和方法。可以使用机器分类器来测试消息，其中机器分类器能够对消息进行分类。在机器分类器对消息进行分类的情况下，根据机器分类器的可靠分类更新统计消息分类器。消息也可以用第一分类器进行测试。在消息不能被第一分类器分类的情况下，用第二分类器进行测试，其中第二分类器能够进行第二分类。在第二分类器对消息进行分类的情况下，根据第二分类更新统计消息分类器。

9. 发明授权

US08776210B2 Statistical message classifier 有权
标题翻译：统计消息分类器
公开(公告)号：US08776210B2
公开(公告)日：2014-07-08
申请号：US13340509
申请日：2011-12-29
申请人： Jonathan J Oliver , Scott Roy , Scott D. Eikenberry , Bryan Kim , David A. Koblas , Brian K. Wilson
发明人： Jonathan J Oliver , Scott Roy , Scott D. Eikenberry , Bryan Kim , David A. Koblas , Brian K. Wilson
IPC分类号： H04L29/06 , G06N99/00
CPC分类号： H04L51/12 , G06N99/005 , H04L63/308 , H04L67/02
摘要： A system and method are disclosed for improving a statistical message classifier. A message may be tested with a machine classifier, wherein the machine classifier is capable of making a classification on the message. In the event the message is classifiable by the machine classifier, the statistical message classifier is updated according to the reliable classification made by the machine classifier. The message may also be tested with a first classifier. In the event that the message is not classifiable by the first classifier, it is tested with a second classifier, wherein the second classifier is capable of making a second classification. In the event that the message is classifiable by the second classifier, the statistical message classifier is updated according to the second classification.
摘要翻译：公开了一种用于改进统计消息分类器的系统和方法。可以使用机器分类器来测试消息，其中机器分类器能够对消息进行分类。在机器分类器对消息进行分类的情况下，根据机器分类器的可靠分类更新统计消息分类器。消息也可以用第一分类器进行测试。在消息不能被第一分类器分类的情况下，用第二分类器进行测试，其中第二分类器能够进行第二分类。在第二分类器对消息进行分类的情况下，根据第二分类更新统计消息分类器。

10. 发明申请

US20130031470A1 METHOD AND SYSTEM FOR PERSONALIZING WEB PAGE LAYOUT 审中-公开
标题翻译：用于个性化网页布局的方法和系统
公开(公告)号：US20130031470A1
公开(公告)日：2013-01-31
申请号：US13193889
申请日：2011-07-29
申请人： Timothy P. Daly, JR. , Evgeniy Makeev , Annie Cheng , Jeff Budzinski , Scott Roy
发明人： Timothy P. Daly, JR. , Evgeniy Makeev , Annie Cheng , Jeff Budzinski , Scott Roy
IPC分类号： G06F17/00
CPC分类号： G06F17/30893 , G06F17/211 , G06F17/30867 , G06F17/30905 , G06Q30/0251 , G06Q30/0277
摘要： Method and system for generating personalizing website layout. The method and system monitors a user's behaviors and assigns a user to a user group, which has an assigned personalized template. The templates are personalized in response to the user's behaviors and arranges content to be displayed to the user based on that behavior.
摘要翻译：生成个性化网站布局的方法和系统该方法和系统监视用户的行为并将用户分配给具有分配的个性化模板的用户组。这些模板是根据用户的行为进行个性化的，并根据该行为安排向用户显示的内容。

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