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1. 发明授权

US08510658B2 Population segmentation 有权
标题翻译：人口分割
公开(公告)号：US08510658B2
公开(公告)日：2013-08-13
申请号：US12854303
申请日：2010-08-11
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed
IPC分类号： G06F3/14
CPC分类号： G06Q30/02
摘要： Segments used to select content to be targeted to a user are recursively refined based on continuously derived user characteristics. Based on information gathered from new requests for targeted content and/or user interaction with previously delivered content the user is assigned to one or additional targeted segments. The targeted segments can be used to select content to be delivered to the user based on the user's assignment to the targeted segments. Accordingly, each user is grouped into one or more targeted segments and based on the user's inclusion in those segments, requests for targeted content can be served to the user.
摘要翻译：用于选择要定位到用户的内容的细分是基于不断导出的用户特征递归地改进的。基于从针对性内容的新请求和/或与先前传送的内容的用户交互收集的信息，用户被分配到一个或另外的目标段。目标片段可用于根据用户对目标片段的分配来选择要传递给用户的内容。因此，每个用户被分组成一个或多个目标分段，并且基于用户在这些分段中的包含，可以向用户提供对目标内容的请求。

2. 发明申请

US20120042253A1 POPULATION SEGMENTATION 有权
标题翻译：人口分类
公开(公告)号：US20120042253A1
公开(公告)日：2012-02-16
申请号：US12854303
申请日：2010-08-11
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed
IPC分类号： G06F3/01 , G06F15/16
CPC分类号： G06Q30/02
摘要： Segments used to select content to be targeted to a user are recursively refined based on continuously derived user characteristics. Based on information gathered from new requests for targeted content and/or user interaction with previously delivered content the user is assigned to one or additional candidate segments. The candidate segments can be used to select content to be delivered to the user based on the user's assignment to the targeted segments. Accordingly, each user is grouped into one or more targeted segments and based on the user's inclusion in those segments, requests for targeted content can be served to the user.
摘要翻译：用于选择要定位到用户的内容的细分是基于不断导出的用户特征递归地改进的。基于从针对目标内容的新请求和/或与先前传送的内容的用户交互收集的信息，用户被分配到一个或另外的候选片段。候选片段可以用于基于用户对目标片段的分配来选择要传递给用户的内容。因此，每个用户被分组成一个或多个目标分段，并且基于用户在这些分段中的包含，可以向用户提供对目标内容的请求。

3. 发明申请

US20120041969A1 DERIVING USER CHARACTERISTICS 审中-公开
标题翻译：使用用户特征
公开(公告)号：US20120041969A1
公开(公告)日：2012-02-16
申请号：US12854363
申请日：2010-08-11
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed
IPC分类号： G06F15/16 , G06F17/30
CPC分类号： G06Q30/02 , G06Q30/0201
摘要： The present technology derives unknown user characteristics from known user characteristics. Unknown characteristics can be inferred from products purchased by a user; by comparing two similar users and inputing characteristics known about one user to another user with unknown characteristics; by inferring characteristics using classifying algorithms to infer additional user characteristics from a collection of other known data about a user. The inferred characteristics can further be associated with a confidence score which is an indication of the likelihood that the inferred value is the correct value for a user.
摘要翻译：本技术从已知的用户特征得出未知的用户特征。未知特征可以从用户购买的产品推断出来; 通过将两个类似的用户和一个用户已知的输入特征与具有未知特征的另一用户进行比较; 通过使用分类算法来推断特征，以从关于用户的其他已知数据的集合推断出附加用户特征。推断的特征可以进一步与置信度分数相关联，该置信度得分是对推断的值是用户的正确值的可能性的指示。

4. 发明申请

US20120041817A1 PRIORITIZING POPULATION SEGMENT ASSIGNMENTS TO OPTIMIZE CAMPAIGN GOALS 审中-公开
标题翻译：优化人口部门分配优先考核目标
公开(公告)号：US20120041817A1
公开(公告)日：2012-02-16
申请号：US12854811
申请日：2010-08-11
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed , Omar Abdala
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Irfan Mohammed , Omar Abdala
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0251 , G06Q30/0244
摘要： The present technology prioritizes or ranks segments based on the content provider's or content delivery system's goals or priorities. The content delivery system can monitor its performance in meeting any known goals, and should the content delivery system recognize that its progress towards meeting a goal is not satisfactory, the content delivery system can prioritize some segments over others to meet one or more goals. Since prioritizing a selection of segments can impact other system and content provider goals, the system can also be provided with a performance predictor that can run a series of prediction models to predict the optimum prioritization of segments to result in the best performance of the system.
摘要翻译：本技术基于内容提供商或内容传递系统的目标或优先级来优先排序或分级。内容传送系统可以在满足任何已知目标的情况下监视其性能，如果内容传送系统认识到其在实现目标方面的进展并不令人满意，则内容传送系统可以将某些细分优先于其他细分以满足一个或多个目标。由于优先级选择段可能会影响其他系统和内容提供商的目标，所以系统还可以提供一个性能预测器，该性能预测器可以运行一系列预测模型来预测段的最优优先级，从而导致系统的最佳性能。

5. 发明申请

US20110295679A1 PRESENTING CONTENT PACKAGES BASED ON AUDIENCE EXCLUSION 审中-公开
标题翻译：根据排除规则提供内容包
公开(公告)号：US20110295679A1
公开(公告)日：2011-12-01
申请号：US12790106
申请日：2010-05-28
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Prasad Rallabandi
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Prasad Rallabandi
IPC分类号： G06Q30/00 , G06Q50/00 , G06Q10/00
CPC分类号： G06Q30/0255 , G06Q10/10 , G06Q30/02 , G06Q30/0244 , G06Q30/0246 , G06Q30/0269 , H04L67/306
摘要： The present technology maintains a profile for each user known to a content delivery system and selectively excludes delivery of certain content to some users based on past performance. The user profile includes a listing of all completed conversion actions associated with the invitational content presented to the user. When presented with a request for invitational content, the system identifies the set of all possible invitational content for the given context. Based on the user profile, the system removes from the set all invitational content for which the user has completed the associated conversion action to create a user-specific set of invitational content. The system selects an invitational content from the user-specific set of invitational content to include in the content package presented to the user.
摘要翻译：本技术维护内容传送系统已知的每个用户的简档，并且基于过去的性能选择性地排除某些用户的传送。用户简档包括与呈现给用户的邀请内容相关联的所有完成的转换动作的列表。当呈现邀请内容的请求时，系统识别给定上下文的所有可能邀请内容的集合。基于用户简档，系统从设置中删除用户已经完成相关联的转换动作的所有邀请内容，以创建用户特定的邀请内容集合。系统从用户特定的邀请内容集合中选择邀请内容以包括在呈现给用户的内容包中。

6. 发明申请

US20110295628A1 AUDIENCE TARGETING BASED ON PERFORMANCE HISTORY OF INVITATIONAL CONTENT 有权
标题翻译：基于邀请内容的性能历史的听觉目标
公开(公告)号：US20110295628A1
公开(公告)日：2011-12-01
申请号：US12790741
申请日：2010-05-28
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Omar Abdala
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Omar Abdala
IPC分类号： G06Q10/00 , G06Q50/00 , G06F15/173
CPC分类号： G06Q30/02 , G06Q10/063
摘要： Systems and methods are provided for audience targeting based on a performance history of invitational content from secondary content providers, such as advertisements. In operation, responsive to request from a user for content package, a queue of available invitational content is retrieved. Thereafter, based at least on a performance history of the available invitational content in the queue, a context of the primary content, and a performance history of invitational content previously presented to other users, the queue can be at least partially reordered to provide an adjusted queue. The invitational content for the content package can then be selected based on the adjusted queue.
摘要翻译：根据来自次要内容提供商（如广告）的邀请内容的演奏历史，为受众群体定位提供系统和方法。在操作中，响应于用户对内容包的请求，检索可用邀请内容的队列。此后，至少基于队列中的可用邀请内容的性能历史，主内容的上下文以及之前呈现给其他用户的邀请内容的性能历史，该队列可以至少部分地重新排序以提供经调整的队列。然后可以基于调整的队列来选择内容包的邀请内容。

7. 发明申请

US20120054004A1 INVITATIONAL CONTENT RECOMMENDATION ENGINE 审中-公开
标题翻译：邀请内容推荐引擎
公开(公告)号：US20120054004A1
公开(公告)日：2012-03-01
申请号：US12873283
申请日：2010-08-31
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Jeffery M. Banister
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Jeffery M. Banister
IPC分类号： G06Q30/00 , G06Q10/00
CPC分类号： G06Q30/02 , G06Q30/0241
摘要： Systems and methods are provided for booking and managing electronic campaigns. In particular, electronic campaigns are booked by obtaining a correlation between campaign input parameters for the campaign, campaign output characteristics for the campaign, and network output characteristics of network elements affected or impacted by the campaign. The correlation can then be used to identify sets of values for the input parameters that result in the various output characteristics meeting some criteria and one of the sets can thereafter be used to book an electronic campaign. At a later time, if the actual values for the various output parameters fail to meet corresponding criteria, the correlation can be updated to identify and select a new set of campaign input parameter values for the electronic campaign.
摘要翻译：提供系统和方法来预订和管理电子竞选。特别地，通过获得活动的活动输入参数，活动的活动输出特征以及受到活动影响或影响的网络元素的网络输出特征之间的相关性来预订电子活动。然后可以使用相关性来识别导致各种输出特性满足一些标准的输入参数的值集合，并且其中之一可以用于预订电子活动。稍后，如果各种输出参数的实际值不能满足相应的标准，则可以更新相关性，以识别并选择电子竞选活动的一组新的活动输入参数值。

8. 发明申请

US20110295997A1 PRESENTING CONTENT PACKAGES BASED ON AUDIENCE RETARGETING 有权
标题翻译：基于可靠回退呈现内容包
公开(公告)号：US20110295997A1
公开(公告)日：2011-12-01
申请号：US12789851
申请日：2010-05-28
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Prasenjit Mukherjee
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Prasenjit Mukherjee
IPC分类号： G06F15/16 , G06F9/445
CPC分类号： G06Q30/00
摘要： A present technology intelligently retargets invitational content to a user by maintaining a user profile that includes data descriptive of the user's interaction with invitational content previously presented to the user and making decisions regarding retargeting based on an analysis of the user profile. The information in the user profile is not limited to whether or not the user completed a conversion action associated with invitational content presented. Rather, the profile is expanded to include such information as where on the conversion continuum the user abandoned the process and details of how the invitational content was presented to the user, e.g. colors used, situation, and message. When presented with a request for invitational content, the system uses the profile information to influence which content is selected and how it is presented to the user. This enables the system to re-present invitational content in a form and/or situation where the user is more likely to complete the conversion action.
摘要翻译：目前的技术通过维护包括用户与之前呈现给用户的邀请内容的用户交互的数据并基于用户简档的分析来做出关于重定向的决定的用户简档来智能地将邀请内容定向到用户。用户简档中的信息不限于用户是否完成与呈现的邀请内容相关联的转换动作。相反，该简档被扩展以包括诸如在用户放弃过程的转换连续体上的那些信息以及邀请内容如何呈现给用户的细节，例如。使用的颜色，情况和消息。当呈现邀请内容的请求时，系统使用配置文件信息来影响选择哪个内容以及如何呈现给用户。这使得系统能够以用户更有可能完成转换动作的形式和/或情况重新呈现邀请内容。

9. 发明授权

US09367847B2 Presenting content packages based on audience retargeting 有权
标题翻译：根据观众重新定位呈现内容包
公开(公告)号：US09367847B2
公开(公告)日：2016-06-14
申请号：US12789851
申请日：2010-05-28
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Prasenjit Mukherjee
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Prasenjit Mukherjee
IPC分类号： G06F15/173 , G06Q30/00
CPC分类号： G06Q30/00
摘要： A present technology intelligently retargets invitational content to a user by maintaining a user profile that includes data descriptive of the user's interaction with invitational content previously presented to the user and making decisions regarding retargeting based on an analysis of the user profile. The information in the user profile is not limited to whether or not the user completed a conversion action associated with invitational content presented. Rather, the profile is expanded to include such information as where on the conversion continuum the user abandoned the process and details of how the invitational content was presented to the user, e.g. colors used, situation, and message. When presented with a request for invitational content, the system uses the profile information to influence which content is selected and how it is presented to the user. This enables the system to re-present invitational content in a form and/or situation where the user is more likely to complete the conversion action.
摘要翻译：目前的技术通过维护包括用户与之前呈现给用户的邀请内容的用户交互的数据并基于用户简档的分析来做出关于重定向的决定的用户简档来智能地将邀请内容定向到用户。用户简档中的信息不限于用户是否完成与呈现的邀请内容相关联的转换动作。相反，该简档被扩展以包括诸如在用户放弃过程的转换连续体上的那些信息以及邀请内容如何呈现给用户的细节，例如。使用的颜色，情况和消息。当呈现邀请内容的请求时，系统使用配置文件信息来影响选择哪个内容以及如何呈现给用户。这使得系统能够以用户更有可能完成转换动作的形式和/或情况重新呈现邀请内容。

10. 发明授权

US08504419B2 Network-based targeted content delivery based on queue adjustment factors calculated using the weighted combination of overall rank, context, and covariance scores for an invitational content item 有权
标题翻译：基于基于队列调整因子的基于网络的目标内容传送，使用邀请内容项的总体等级，上下文和协方差得分的加权组合计算
公开(公告)号：US08504419B2
公开(公告)日：2013-08-06
申请号：US12790741
申请日：2010-05-28
申请人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Omar Abdala
发明人： Eswar Priyadarshan , Kenley Sun , Dan Marius Grigorovici , Ravikiran Chittari , Jayasurya Vadrevu , Omar Abdala
IPC分类号： G06Q10/00
CPC分类号： G06Q30/02 , G06Q10/063
摘要： Systems and methods are provided for audience targeting based on a performance history of invitational content from secondary content providers, such as advertisements. In operation, responsive to request from a user for content package, a queue of available invitational content is retrieved. Thereafter, based at least on a performance history of the available invitational content in the queue, a context of the primary content, and a performance history of invitational content previously presented to other users, the queue can be at least partially reordered to provide an adjusted queue. The invitational content for the content package can then be selected based on the adjusted queue.
摘要翻译：根据来自次要内容提供商（如广告）的邀请内容的演奏历史，为受众群体定位提供系统和方法。在操作中，响应于用户对内容包的请求，检索可用邀请内容的队列。此后，至少基于队列中的可用邀请内容的性能历史，主内容的上下文以及之前呈现给其他用户的邀请内容的性能历史，该队列可以至少部分地重新排序以提供经调整的队列。然后可以基于调整的队列来选择内容包的邀请内容。

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