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    • 4. 发明申请
    • CLIENT-SIDE RECOMMENDATIONS ON ONE-WAY BROADCAST NETWORKS
    • 单向广播网络的客户端建议
    • US20150089524A1
    • 2015-03-26
    • US14391836
    • 2012-04-12
    • Paolo CremonesiRoberto Turrin
    • Paolo CremonesiRoberto Turrin
    • H04N21/466H04N21/442
    • H04N21/4668G06Q30/02H04N21/23614H04N21/252H04N21/2665H04N21/4348H04N21/442H04N21/44222H04N21/4532H04N21/4622H04N21/4667
    • A method and a client-side Recommender system on One-Way Broadcast Network includes at least a one-way channel connecting a broadcasting station to a set-top-box device of a first set of users, the set-top-box including a memory, a computation and driving unit for tracking the user activity, storing a user profile, generating and displaying a ranking of recommended media items, the ranking being determined by the computation unit through a recommender model stored on the memory. The system further includes a collaborative dual module, a first back-end module running on a auxiliary server connected to a two-way network and belonging to an auxiliary domain, this first back-end module leveraging external data sources to collect community based information on at least part of the media items, while the recommender model stored on the memory being a second front-end module, wherein the broadcasting station and the set-top-box device belong to a target domain.
    • 单向广播网络上的方法和客户端推荐系统至少包括将广播台连接到第一组用户的机顶盒设备的至少一个单向频道,该机顶盒包括一个 存储器,用于跟踪用户活动的计算和驱动单元,存储用户简档,生成和显示推荐媒体项目的排名,排序由计算单元通过存储在存储器上的推荐者模型来确定。 该系统还包括协作双模块,第一后端模块,其运行在连接到双向网络并属于辅助域的辅助服务器上,该第一后端模块利用外部数据源来收集基于社区的信息 至少部分媒体项目,而存储在存储器上的推荐模型是第二前端模块,其中广播站和机顶盒设备属于目标域。