公开(公告)号：US20150234901A1

公开(公告)日：2015-08-20

申请号：US14431629

申请日：2012-08-30

申请人： Simon Moritz ,  Rickard Coster ,  Tony Larsson ,  Stefano Zappaterra

发明人： Simon Moritz ,  Rickard Coster ,  Tony Larsson ,  Stefano Zappaterra

IPC分类号： G06F17/30

CPC分类号： G06F16/2465 ,  G06F16/2322 ,  G06F16/29 ,  G06F16/951 ,  G06Q30/0631 ,  H04L63/0407 ,  H04W4/029 ,  H04W12/02

摘要： It is presented a data collector arranged to collect data regarding application usage in an end user device. The data collector is arranged to be located in a mobile communication network between the end user device and a server. The data collector comprises: a processor; and a computer program product storing instructions that, when executed by the processor, causes the data collector to: obtain data sent between the end user device and the server; match the data against a list of patterns; and when a matching pattern is found in the list of patterns, store application activity associated with the matching pattern in a database for application usage.

摘要翻译： 它被呈现为数据收集器，其被布置为收集关于最终用户设备中的应用使用的数据。 数据收集器布置成位于终端用户设备和服务器之间的移动通信网络中。 数据收集器包括：处理器; 以及存储指令的计算机程序产品，所述指令在由所述处理器执行时使所述数据收集器获取：在所述终端用户设备和所述服务器之间发送的数据; 将数据与模式列表进行匹配; 并且当在模式列表中找到匹配模式时，将与匹配模式相关联的应用活动存储在用于应用程序使用的数据库中。

公开(公告)号：US20140025609A1

公开(公告)日：2014-01-23

申请号：US14009849

申请日：2011-04-05

申请人： Rickard Coster ,  Vincent Huang

发明人： Rickard Coster ,  Vincent Huang

IPC分类号： G06N5/02 ,  G06N99/00

CPC分类号： G06N5/02 ,  G06N20/00 ,  G06Q30/0631

摘要： A method and arrangement for creation of a customized recommendation of items in a user device (200) in communication with a recommendation system (202). The recommendation system obtains (2:2a) ratings of items for a public recommendation based on public user data (202a) and obtains (2:2b) attribute-related weight information for said items with item-specific weight values for a plurality of attributes pertaining to user characteristics. The ratings of items in the public recommendation and the weight information are sent (2:3) to the user device which then modifies (2:4, 2:4a) the public recommendation into a customized recommendation by selecting attributes valid for a current user based on said private user data, and applying the weight values of the selected attributes only to the received ratings of items. The non-valid attributes are thus disregarded. Thereby, new item ratings are obtained which have been adapted to the characteristics of this particular user.

摘要翻译： 一种用于创建与推荐系统（202）通信的用户设备（200）中的项目的定制推荐的方法和装置。 推荐系统基于公共用户数据（202a）获得用于公共推荐的项目的（2：2a）等级，并获得具有用于多个属性的项目特定权重值的所述项目的（2：2b）属性相关权重信息 属于用户特征。 将公众推荐中的项目和权重信息的评级发送（2：3）到用户设备，然后用户设备通过选择对当前用户有效的属性来将（2：4,2：4a）的公共建议修改为定制的推荐 基于所述私人用户数据，并且将所选择的属性的权重值仅应用于所接收的项目的等级。 因此，无效的属性被忽略。 因此，获得了符合该特定用户的特征的新项目评级。

公开(公告)号：US09330162B2

公开(公告)日：2016-05-03

申请号：US13996265

申请日：2010-12-21

申请人： Simon Moritz ,  Rickard Coster ,  Mattias Lidstrom

发明人： Simon Moritz ,  Rickard Coster ,  Mattias Lidstrom

IPC分类号： G06F17/30 ,  H04H60/31 ,  H04H60/46 ,  H04H60/65

CPC分类号： G06F17/30598 ,  G06F17/30044 ,  H04H60/31 ,  H04H60/46 ,  H04H60/65

摘要： A method for operating a system to provide temporal context for recommending items for consumption by a user device is described. The method comprises maintaining a record of items consumed by the user device or a group of devices within a reference period, together with the time of consumption of each item, and a content descriptor associated with each item. Temporal consumption periods are identified within the reference period, each consumption period spanning the consumption of one or more items with similar content descriptors, and each consumption period is associated with its respective content descriptor. An aggregated list is created of consumption periods recorded over a plurality of reference periods. Clusters of similar consumption periods are identified in the aggregated list, and recurring temporal patterns for user device behavior are identified in each cluster. A profile is created for each user device based on the clusters and the recurring temporal patterns for each cluster, and this profile is used to provide the temporal context at the user device.

摘要翻译： 描述了一种用于操作系统以提供用于由用户设备消费的建议项目的时间上下文的方法。 该方法包括在参考周期内维护用户设备或一组设备消耗的项目的记录以及每个项目的消费时间以及与每个项目相关联的内容描述符。 在参考期间内识别时间消费周期，每个消费周期跨越一个或多个具有相似内容描述符的项目的消费，并且每个消费周期与其各自的内容描述符相关联。 创建在多个参考周期中记录的消耗周期的聚合列表。 在聚合列表中识别出类似消费期的集群，并在每个集群中标识用户设备行为的重复时间模式。 基于每个集群的集群和循环时间模式为每个用户设备创建一个配置文件，并且该配置文件用于在用户设备上提供时间上下文。

公开(公告)号：US20130297611A1

公开(公告)日：2013-11-07

申请号：US13996265

申请日：2010-12-21

申请人： Simon Moritz ,  Rickard Coster ,  Mattias Lidstrom

发明人： Simon Moritz ,  Rickard Coster ,  Mattias Lidstrom

IPC分类号： G06F17/30

CPC分类号： G06F17/30598 ,  G06F17/30044 ,  H04H60/31 ,  H04H60/46 ,  H04H60/65

摘要： A method for operating a system to provide temporal context for recommending items for consumption by a user device is described. The method comprises maintaining a record of items consumed by the user device or a group of devices within a reference period, together with the time of consumption of each item, and a content descriptor associated with each item. Temporal consumption periods are identified within the reference period, each consumption period spanning the consumption of one or more items with similar content descriptors, and each consumption period is associated with its respective content descriptor. An aggregated list is created of consumption periods recorded over a plurality of reference periods. Clusters of similar consumption periods are identified in the aggregated list, and recurring temporal patterns for user device behaviour are identified in each cluster. A profile is created for each user device based on the clusters and the recurring temporal patterns for each cluster, and this profile is used to provide the temporal context at the user device.

摘要翻译： 描述了一种用于操作系统以提供用于由用户设备消费的建议项目的时间上下文的方法。 该方法包括在参考周期内维护用户设备或一组设备消耗的项目的记录以及每个项目的消费时间以及与每个项目相关联的内容描述符。 在参考期间内识别时间消费周期，每个消费周期跨越一个或多个具有相似内容描述符的项目的消费，并且每个消费周期与其各自的内容描述符相关联。 创建在多个参考周期中记录的消耗周期的聚合列表。 在聚合列表中识别出类似消费期的集群，并在每个集群中标识用户设备行为的重复时间模式。 基于每个集群的集群和循环时间模式为每个用户设备创建一个配置文件，并且该配置文件用于在用户设备上提供时间上下文。