DISTRIBUTED CONTENT ITEM RECOMMENDATION SYSTEM AND METHOD OF OPERATION THEREFOR
    1.
    发明申请
    DISTRIBUTED CONTENT ITEM RECOMMENDATION SYSTEM AND METHOD OF OPERATION THEREFOR 审中-公开
    分布式内容项目建议系统及其操作方法

    公开(公告)号:US20080243997A1

    公开(公告)日:2008-10-02

    申请号:US12017462

    申请日:2008-01-22

    IPC分类号: G06F15/16

    摘要: A distributed content item recommendation system comprises a central recommendation server (101) and a plurality of remote recommendation devices (103) coupled to the central recommendation server (101) via a communication network (105). The central recommendation server (101) stores content item set correlation data for sets of content items. The correlation data is used for item based collaborative filtering in recommendation processors (303) of the recommendation devices (103). A computation task processor (207) maintains a task list of content item correlation computation tasks which can be independently executed to generate content item set correlation data. A task assignment processor (209) can assign the computation tasks to remote recommendation devices (103) which comprise a processing unit (307) that calculates the associated correlation data and returns it to the recommendation server (101). The distributed recommendation system thus uses distributed computation of centrally stored correlation data thereby substantially reducing the cost and complexity of the recommendation server and/or improves the recommendations.

    摘要翻译: 分布式内容项目推荐系统包括经由通信网络(105)耦合到中央推荐服务器(101)的中央推荐服务器(101)和多个远程推荐设备(103)。 中央推荐服务器(101)存储内容项集合的内容项集合相关数据。 相关数据用于推荐装置(103)的推荐处理器(303)中的基于项目的协同过滤。 计算任务处理器(207)维护可独立执行的内容项目相关计算任务的任务列表,以生成内容项集合相关数据。 任务分配处理器(209)可以将计算任务分配给包括计算相关联的相关数据并将其返回给推荐服务器(101)的处理单元(307)的远程推荐设备(103)。 因此,分布式推荐系统使用集中存储的相关数据的分布式计算,从而显着降低推荐服务器的成本和复杂性,和/或改进推荐。

    Distributed User Profile
    2.
    发明申请
    Distributed User Profile 有权
    分布式用户配置文件

    公开(公告)号:US20080288484A1

    公开(公告)日:2008-11-20

    申请号:US12066783

    申请日:2006-08-25

    IPC分类号: G06F17/30

    摘要: A reasoning apparatus (101) is arranged to determine device locations for user profile elements of a distributed user profile. A user profile processor (201) receives a user profile which comprises a plurality of user profile elements. Each user profile element furthermore comprises associated metadata. The apparatus (101) also comprises a device profile receiver (203) that receives device profiles for a plurality of devices. A device location processor (205) proceeds to determine device locations for the user profile elements in response to the associated metadata and the device profiles. Specifically, a user profile element may be assigned to a specific device if the device profile for that device matches the metadata for the user profile element. The reasoning apparatus (101) may furthermore comprise a user profile element synchroniser (207) which synchronises the user profile elements with the appropriate devices.

    摘要翻译: 推理装置(101)被布置成确定分布式用户简档的用户简档元素的设备位置。 用户简档处理器(201)接收包括多个用户简档元素的用户简档。 每个用户简档元素还包括相关联的元数据。 设备(101)还包括接收多个设备的设备简档的设备简档接收器(203)。 设备位置处理器(205)继续响应于相关联的元数据和设备简档来确定用户简档元素的设备位置。 具体地说,如果该设备的设备配置文件与用户配置文件元素的元数据匹配,那么可以将用户配置文件元素分配给特定设备。 推理装置(101)还可以包括用户简档元素同步器(207),其使用户简档元素与适当的设备同步。

    Distributed user profile
    3.
    发明授权
    Distributed user profile 有权
    分布式用户配置文件

    公开(公告)号:US09338249B2

    公开(公告)日:2016-05-10

    申请号:US12066783

    申请日:2006-08-25

    IPC分类号: G06F17/30 H04L29/08

    摘要: A reasoning apparatus (101) is arranged to determine device locations for user profile elements of a distributed user profile. A user profile processor (201) receives a user profile which comprises a plurality of user profile elements. Each user profile element furthermore comprises associated metadata. The apparatus (101) also comprises a device profile receiver (203) that receives device profiles for a plurality of devices. A device location processor (205) proceeds to determine device locations for the user profile elements in response to the associated metadata and the device profiles. Specifically, a user profile element may be assigned to a specific device if the device profile for that device matches the metadata for the user profile element. The reasoning apparatus (101) may furthermore comprise a user profile element synchronizer (207) which synchronizes the user profile elements with the appropriate devices.

    摘要翻译: 推理装置(101)被布置成确定分布式用户简档的用户简档元素的设备位置。 用户简档处理器(201)接收包括多个用户简档元素的用户简档。 每个用户简档元素还包括相关联的元数据。 设备(101)还包括接收多个设备的设备简档的设备简档接收器(203)。 设备位置处理器(205)继续响应于相关联的元数据和设备简档来确定用户简档元素的设备位置。 具体地说,如果该设备的设备配置文件与用户配置文件元素的元数据匹配,那么可以将用户配置文件元素分配给特定设备。 推理装置(101)还可以包括用户简档元素同步器(207),其使用户简档元素与适当的设备同步。

    APPARATUS AND METHOD FOR EVENT DETECTION
    4.
    发明申请
    APPARATUS AND METHOD FOR EVENT DETECTION 有权
    用于事件检测的装置和方法

    公开(公告)号:US20100273463A1

    公开(公告)日:2010-10-28

    申请号:US12809650

    申请日:2008-11-06

    IPC分类号: H04W4/00

    摘要: An event detection apparatus for a cellular communication system comprises a video upload processor (203) which receives video upload activity indications. Each video upload activity indication comprises an indication of a video upload from a remote station of the cellular communication system as well as a remote station location indication for the remote station from which a video clip is uploaded. An event processor (205) generates an event indication in response to the video upload activity indications meeting a criterion where the event indication comprises an event location indication generated in response to the remote station location indications. The event detection criterion may specifically be that more than a given number of video upload activity indications are indicative of video uploads within a given time interval and geographic area. The invention may allow improved event detection.

    摘要翻译: 一种用于蜂窝通信系统的事件检测装置,包括接收视频上载活动指示的视频上载处理器(203)。 每个视频上传活动指示包括来自蜂窝通信系统的远程站的视频上传的指示以及用于上传视频剪辑的远程站的远程站位置指示。 事件处理器(205)响应于符合标准的视频上传活动指示产生事件指示,其中事件指示包括响应于远程站位置指示而产生的事件位置指示。 事件检测标准可以具体地是,多于给定数量的视频上传活动指示指示给定时间间隔和地理区域内的视频上传。 本发明可以允许改进的事件检测。

    Apparatus and method for event detection
    5.
    发明授权
    Apparatus and method for event detection 有权
    用于事件检测的装置和方法

    公开(公告)号:US08396467B2

    公开(公告)日:2013-03-12

    申请号:US12809650

    申请日:2008-11-06

    IPC分类号: H04M3/00 H04M3/42

    摘要: An event detection apparatus for a cellular communication system comprises a video upload processor (203) which receives video upload activity indications. Each video upload activity indication comprises an indication of a video upload from a remote station of the cellular communication system as well as a remote station location indication for the remote station from which a video clip is uploaded. An event processor (205) generates an event indication in response to the video upload activity indications meeting a criterion where the event indication comprises an event location indication generated in response to the remote station location indications. The event detection criterion may specifically be that more than a given number of video upload activity indications are indicative of video uploads within a given time interval and geographic area. The invention may allow improved event detection.

    摘要翻译: 一种用于蜂窝通信系统的事件检测装置,包括接收视频上载活动指示的视频上载处理器(203)。 每个视频上传活动指示包括来自蜂窝通信系统的远程站的视频上传的指示以及用于上传视频剪辑的远程站的远程站位置指示。 事件处理器(205)响应于符合标准的视频上传活动指示产生事件指示,其中事件指示包括响应于远程站位置指示而产生的事件位置指示。 事件检测标准可以具体地是,多于给定数量的视频上传活动指示指示给定时间间隔和地理区域内的视频上传。 本发明可以允许改进的事件检测。

    RECOMMENDER SYSTEM
    6.
    发明申请
    RECOMMENDER SYSTEM 审中-公开
    推荐系统

    公开(公告)号:US20100011020A1

    公开(公告)日:2010-01-14

    申请号:US12171327

    申请日:2008-07-11

    IPC分类号: G06F17/30

    CPC分类号: G06Q30/0282 G06F16/00

    摘要: A method for providing individualized recommendations to a user on a multi-user device is provided. During operation anonymous user preferences of similar program content will be grouped to form clusters of similar preferences. Context information for each cluster is determined and the clusters are grouped to form larger clusters. The grouping is based on the context information for each cluster. A current context is then determined and at least one larger cluster is found that has a similar context as the current context. The larger cluster is used to make a recommendation for the user.

    摘要翻译: 提供了一种在多用户设备上向用户提供个性化推荐的方法。 在操作期间,类似节目内容的匿名用户偏好将被分组以形成类似偏好的群集。 确定每个集群的上下文信息,并将集群分组以形成更大的集群。 该分组基于每个集群的上下文信息。 然后确定当前上下文,并且发现具有与当前上下文相似的上下文的至少一个较大的集群。 较大的群集用于向用户推荐。

    METHOD AND APPARATUS FOR CONTENT ITEM RECOMMENDATION
    7.
    发明申请
    METHOD AND APPARATUS FOR CONTENT ITEM RECOMMENDATION 审中-公开
    内容项目建议的方法和装置

    公开(公告)号:US20090150340A1

    公开(公告)日:2009-06-11

    申请号:US11950605

    申请日:2007-12-05

    IPC分类号: G06F7/06

    摘要: An apparatus for content item recommendation, such as a Digital Video Recorder, comprises a grouping unit (105) for grouping user ratings for content items into rating groups in response to a content item match criterion. A receiver (109) receives content item data for a plurality of content items and a first recommendation unit (107) generating a first set of content item recommendations. An association unit (111) then determines an associated rating group of the rating groups for each content item recommendation of the first set and a second recommendation unit (113) generates a second set of content item recommendations from the first set in response to a rating group distribution measure for the second set. The invention may allow improved recommendation of content items which is aligned with user preferences yet provide a desired diversity of the provided recommendation. The invention may in particular provide improved performance for multi-user devices.

    摘要翻译: 一种用于内容项目推荐的装置,诸如数字视频记录器,包括分组单元(105),用于响应于内容项匹配标准将内容项目的用户评级分组到评级组。 接收器(109)接收多个内容项的内容项目数据和产生第一组内容项目推荐的第一推荐单元(107)。 关联单元(111)然后确定针对第一组的每个内容项目推荐的评级组的相关联的评级组,并且第二推荐单元(113)响应于评级从第一组生成第二组内容项目建议 第二组的组分配量度量。 本发明可以允许改进的与用户偏好一致的内容项目的推荐,同时提供所提供的建议的期望的多样性。 本发明可以特别地为多用户设备提供改进的性能。