公开(公告)号：US08161397B2

公开(公告)日：2012-04-17

申请号：US12134132

申请日：2008-06-05

申请人： Swaroop Kalasapur ,  Yu Song ,  Doreen Cheng ,  Sangoh Jeong

发明人： Swaroop Kalasapur ,  Yu Song ,  Doreen Cheng ,  Sangoh Jeong

IPC分类号： G06F3/048

CPC分类号： A63F13/65 ,  A63F13/12 ,  A63F2300/69 ,  A63F2300/8082 ,  H04L67/12

摘要： In one embodiment, a method for operating a local virtual world proxy is provided. A virtual world view is received corresponding to a virtual world client. Information about resources available to the virtual world client is obtained. Virtual representations of one or more resources available to a virtual world client are fetched. Then the virtual representations are injected into the virtual world view. The virtual world view is then forwarded to the virtual world client for display to a user of the virtual world client.

摘要翻译： 在一个实施例中，提供了一种用于操作本地虚拟世界代理的方法。 对应于虚拟世界客户端接收虚拟世界视图。 获取有关虚拟世界客户端可用资源的信息。 获取虚拟世界客户端可用的一个或多个资源的虚拟表示。 然后将虚拟表示注入虚拟世界视图。 然后将虚拟世界视图转发到虚拟世界客户端，以便显示给虚拟世界客户端的用户。

公开(公告)号：US20110319053A1

公开(公告)日：2011-12-29

申请号：US13226309

申请日：2011-09-06

申请人： Sangoh Jeong ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

发明人： Sangoh Jeong ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

IPC分类号： G06F17/30 ,  H04W8/18

CPC分类号： G06K9/6272 ,  G06N99/005

摘要： In one embodiment, data relating to usage patterns of the user is stored, wherein the data includes information as to items which were used and the context in which they were used. The data is then clustered into clusters of data points. Then a centroid is determined for each of the clusters. A cluster similar to a current context of the user is selected by comparing a data point representing the current context of the user to one or more of the centroids. For each of one or more items, a threshold based on values for a plurality of the centroids with respect to the corresponding item, wherein a threshold is used to compare with centroid value of an item in a selected cluster to determine whether to recommend the item.

摘要翻译： 在一个实施例中，存储与用户的使用模式有关的数据，其中数据包括关于所使用的项目和使用它们的上下文的信息。 然后将数据聚类成数据点簇。 然后确定每个聚类的质心。 通过将表示用户的当前上下文的数据点与一个或多个质心相比较来选择类似于用户的当前上下文的集群。 对于一个或多个项目中的每一个，基于相对于相应项目的多个质心的值的阈值，其中阈值用于与所选择的集群中的项目的质心值进行比较，以确定是否推荐项目 。

公开(公告)号：US08521750B2

公开(公告)日：2013-08-27

申请号：US13436237

申请日：2012-03-30

申请人： Yu Song ,  Sangoh Jeong ,  Doreen Cheng ,  Swaroop Kalasapur

发明人： Yu Song ,  Sangoh Jeong ,  Doreen Cheng ,  Swaroop Kalasapur

IPC分类号： G06F17/30

CPC分类号： G06K9/6272 ,  G06K9/6221

摘要： In one embodiment, data relating to usage patterns of the user is stored, wherein the data includes information as to items which were used and the context in which they were used. A correlation table is constructed. Correlation values between each item and each context are then stored in then correlation table, wherein the correlations are used to recommend one or more of the items.

摘要翻译： 在一个实施例中，存储与用户的使用模式有关的数据，其中数据包括关于所使用的项目和使用它们的上下文的信息。 构建相关表。 然后将每个项目和每个上下文之间的相关值存储在随后的相关表中，其中相关性用于推荐一个或多个项目。

公开(公告)号：US08234893B2

公开(公告)日：2012-08-07

申请号：US12109924

申请日：2008-04-25

申请人： Sangoh Jeong ,  Doreen Cheng ,  Swaroop Kalasapur ,  Yu Song

发明人： Sangoh Jeong ,  Doreen Cheng ,  Swaroop Kalasapur ,  Yu Song

IPC分类号： G06F17/18 ,  G06F19/00 ,  G06F11/30 ,  G06N5/02

CPC分类号： G06F17/30528 ,  G06Q30/02 ,  H04L67/327 ,  Y10T70/5642

摘要： A definition of a set of context variables to be considered is received, wherein the context variables represent categories of situations in which the computer system can be. A definition of a set of activities to be considered is also received, wherein the activities represent activities that can be performed using the computer system. For each context variable to be considered, a definition of a set of states to be considered is received, wherein the states represent situations in which the computer system can be. For each context variable to be considered, a specification of first probability distributions for each corresponding state is received. For each context variable to be considered, for each activity to be considered, a specification of second probability distributions to represent the likelihood of the activity being performed in the corresponding context is received. Usage data is generated using the first second probability distributions.

摘要翻译： 接收要考虑的一组上下文变量的定义，其中上下文变量表示计算机系统可以在哪种情况下的类别。 还将收到要考虑的一组活动的定义，其中活动表示可以使用计算机系统执行的活动。 对于要考虑的每个上下文变量，接收要考虑的一组状态的定义，其中状态表示计算机系统可以在其中的情况。 对于要考虑的每个上下文变量，接收每个对应状态的第一概率分布的规范。 对于要考虑的每个上下文变量，对于要考虑的每个活动，接收到表示在相应上下文中执行活动的可能性的第二概率分布的规范。 使用数据使用第一个第二概率分布生成。

公开(公告)号：US08171035B2

公开(公告)日：2012-05-01

申请号：US12137417

申请日：2008-06-11

申请人： Yu Song ,  Sangoh Jeong ,  Doreen Cheng ,  Swaroop Kalasapur

发明人： Yu Song ,  Sangoh Jeong ,  Doreen Cheng ,  Swaroop Kalasapur

IPC分类号： G06F17/30

CPC分类号： G06K9/6272 ,  G06K9/6221

摘要： In one embodiment, data relating to usage patterns of the user is stored, wherein the data includes information as to items which were used and the context in which they were used. A correlation table is constructed. Correlation values between each item and each context are then stored in then correlation table, wherein the correlations are used to recommend one or more of the items.

摘要翻译： 在一个实施例中，存储与用户的使用模式有关的数据，其中数据包括关于所使用的项目和使用它们的上下文的信息。 构建相关表。 然后将每个项目和每个上下文之间的相关值存储在随后的相关表中，其中相关性用于推荐一个或多个项目。

公开(公告)号：US08112380B2

公开(公告)日：2012-02-07

申请号：US13226309

申请日：2011-09-06

申请人： Sangoh Jeong ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

发明人： Sangoh Jeong ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

IPC分类号： G06F17/00 ,  G06N5/02

CPC分类号： G06K9/6272 ,  G06N99/005

摘要： In one embodiment, data relating to usage patterns of the user is stored, wherein the data includes information as to items which were used and the context in which they were used. The data is then clustered into clusters of data points. Then a centroid is determined for each of the clusters. A cluster similar to a current context of the user is selected by comparing a data point representing the current context of the user to one or more of the centroids. For each of one or more items, a threshold based on values for a plurality of the centroids with respect to the corresponding item, wherein a threshold is used to compare with centroid value of an item in a selected cluster to determine whether to recommend the item.

摘要翻译： 在一个实施例中，存储与用户的使用模式有关的数据，其中数据包括关于所使用的项目和使用它们的上下文的信息。 然后将数据聚类成数据点簇。 然后确定每个聚类的质心。 通过将表示用户的当前上下文的数据点与一个或多个质心相比较来选择类似于用户的当前上下文的集群。 对于一个或多个项目中的每一个，基于相对于相应项目的多个质心的值的阈值，其中阈值用于与所选择的集群中的项目的质心值进行比较，以确定是否推荐项目 。

公开(公告)号：US08478747B2

公开(公告)日：2013-07-02

申请号：US12134143

申请日：2008-06-05

申请人： Sangoh Jeong ,  Hyuk Cho ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

发明人： Sangoh Jeong ,  Hyuk Cho ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

IPC分类号： G06F7/00 ,  G06N5/02

CPC分类号： G06F17/3087

摘要： Data relating to usage patterns of the user is stored, wherein the data includes an application portion having information as to items which were used and a context portion having information as to the context in which the items were used. The data is clustered into clusters of data points and centroid are computed, wherein the centroid includes an application portion and a context portion. Clusters similar to a current context of the user are selected by comparing a data point representing the current context of the user to the context portions of one or more of the centroids. For each of one or more items, a expectation value that the user wishes to use the corresponding item is computed, based on the application portions of the selected similar clusters, wherein the expectation values are used to recommend one or more of the items.

摘要翻译： 存储与用户的使用模式相关的数据，其中数据包括具有关于所使用的项目的信息的应用部分和具有关于使用项目的上下文的信息的上下文部分。 数据被聚集成数据点的聚类，并且计算质心，其中质心包括应用部分和上下文部分。 通过将表示用户的当前上下文的数据点与一个或多个质心的上下文部分进行比较来选择与用户的当前上下文类似的集群。 对于一个或多个项目中的每一个，基于所选择的相似群集的应用部分来计算用户希望使用相应项目的期望值，其中期望值用于推荐一个或多个项目。

公开(公告)号：US08046454B2

公开(公告)日：2011-10-25

申请号：US12106237

申请日：2008-04-18

申请人： Yu Song ,  Swaroop Kalasapur ,  Doreen Cheng ,  Sangoh Jeong

发明人： Yu Song ,  Swaroop Kalasapur ,  Doreen Cheng ,  Sangoh Jeong

IPC分类号： G06F15/16 ,  G06F15/173 ,  G06F15/177

CPC分类号： H04L67/22 ,  H04L67/306

摘要： Techniques for identifying potential communication uses of various systems are disclosed. Identifying potential communication uses of a computing system can improve the manner in which the computing system is used by allowing more intelligent decisions and better choices to be made regarding its communication use. By way of example, communication applications (or tasks or services) that are likely (or more likely) to be used by a person in a particular situation can be identified as potential communication use of a particular device. Such potential uses can, for example, be made more assessable (or more readily available) and/or effectively recommended (or automatically initiated), thereby allowing a person to more conveniently use the device. By way of example, identifying communication applications or tasks that are likely to be used by a person in a particular situation for various reasons (e.g., preferences and/or habits of a person in a particular situation) as potential communication use of a system (e.g., computing and/or communication device) allows making the communications applications, tasks, or services more assessable and/or effectively recommending them for use in a particular situation.

摘要翻译： 公开了用于识别各种系统的潜在通信用途的技术。 识别计算系统的潜在通信使用可以通过允许更智能的决策和关于其通信使用的更好的选择来改善计算系统的使用方式。 作为示例，可以将特定情况下的人可能（或更可能）使用的通信应用（或任务或服务）识别为特定设备的潜在通信使用。 例如，这样的潜在用途可以被更可评估（或更容易获得）和/或有效推荐（或自动启动），从而允许人们更方便地使用该设备。 作为示例，识别作为系统的潜在通信使用的各种原因（例如，特定情况下的人的偏好和/或习惯）识别特定情况下的人可能使用的通信应用或任务（ 例如，计算和/或通信设备）允许使通信应用，任务或服务更可评估和/或有效地推荐用于特定情况。

公开(公告)号：US08037007B2

公开(公告)日：2011-10-11

申请号：US12109927

申请日：2008-04-25

申请人： Sangoh Jeong ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

发明人： Sangoh Jeong ,  Doreen Cheng ,  Yu Song ,  Swaroop Kalasapur

IPC分类号： G06F17/00 ,  G06N5/02

CPC分类号： G06K9/6272 ,  G06N99/005

摘要： In one embodiment, data relating to usage patterns of the user is stored, wherein the data includes information as to items which were used and the context in which they were used. The data is then clustered into clusters of data points. Then a centroid is determined for each of the clusters. A cluster similar to a current context of the user is selected by comparing a data point representing the current context of the user to one or more of the centroids. For each of one or more items, a threshold based on values for a plurality of the centroids with respect to the corresponding item, wherein a threshold is used to compare with centroid value of an item in a selected cluster to determine whether to recommend the item.

摘要翻译： 在一个实施例中，存储与用户的使用模式有关的数据，其中数据包括关于所使用的项目和使用它们的上下文的信息。 然后将数据聚类成数据点簇。 然后确定每个聚类的质心。 通过将表示用户的当前上下文的数据点与一个或多个质心相比较来选择类似于用户的当前上下文的集群。 对于一个或多个项目中的每一个，基于相对于相应项目的多个质心的值的阈值，其中阈值用于与所选择的集群中的项目的质心值进行比较，以确定是否推荐项目 。

公开(公告)号：US20100198604A1

公开(公告)日：2010-08-05

申请号：US12363662

申请日：2009-01-30

申请人： Yu Song ,  Doreen Cheng ,  Sangoh Jeong ,  Swaroop Kalasapur

发明人： Yu Song ,  Doreen Cheng ,  Sangoh Jeong ,  Swaroop Kalasapur

IPC分类号： G06Q99/00

CPC分类号： G06Q30/02

摘要： Given a situation, an interest in a first object of interest can be determined. In the given situation, interest in a first object of interest is initially unknown and interest in a second object of interest is known. Data is obtained. The obtained data can, for example, include documents from the Internet or other forms of information from a network and/or database. The number of joint occurrences of the first object of interest and the second object of interest in the data is determined. Based on this number, at least one correlation value is determined. Based on the at least one correlation value, an interest value is determined. The interest value indicates the interest in the first object of interest in the given situation.

摘要翻译： 鉴于情况，可以确定对第一感兴趣对象的兴趣。 在给定的情况下，对第一感兴趣对象的兴趣最初是未知的，并且第二感兴趣对象的兴趣是已知的。 获得数据。 所获得的数据例如可以包括来自因特网的文档或来自网络和/或数据库的其他形式的信息。 确定第一个感兴趣对象的联合发生次数和数据中的第二个感兴趣对象。 基于该数量，确定至少一个相关值。 基于所述至少一个相关值，确定兴趣值。 利率值表示在给定情况下对第一个感兴趣对象的兴趣。