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    • 6. 发明申请
    • Techniques for facilitating on-line contextual analysis and advertising
    • 促进在线情境分析和广告的技术
    • US20100138451A1
    • 2010-06-03
    • US11732694
    • 2007-04-03
    • Assaf HenkinYoav ShahamItai BricknerTrond GrenagerDaniel Klein
    • Assaf HenkinYoav ShahamItai BricknerTrond GrenagerDaniel Klein
    • G06Q30/00G06F17/30G06F7/00
    • G06Q30/02G06Q30/0256
    • Various techniques are disclosed for facilitating on-line contextual analysis and/or advertising operations implemented in a computer network. According to some embodiments, various aspects may be used for enabling advertisers to provide contextual advertising promotions to end-users based upon real-time analysis of web page content which may be served to an end-user's computer system. In at least one embodiment, the information obtained from the real-time analysis may be used to select, in real-time, contextually relevant information, advertisements, and/or other content which may then be displayed to the end-user, for example, via real-time insertion of textual markup objects and/or dynamic content. According to specific embodiments, various operations may be performed for adapting or modifying a conventional context-based advertising systems to improve various features such as, for example, ad relevance estimation, click-through rate estimation, advertisement selection and layout, balancing exploration and exploitation, etc.
    • 公开了用于促进在计算机网络中实现的在线上下文分析和/或广告操作的各种技术。 根据一些实施例,可以使用各种方面使得广告商能够基于可以向终端用户的计算机系统提供的网页内容的实时分析来向最终用户提供上下文广告促销。 在至少一个实施例中,从实时分析获得的信息可以用于实时地选择上下文相关的信息,广告和/或可以显示给最终用户的其他内容,例如 ,通过实时插入文本标记对象和/或动态内容。 根据具体实施例,可以执行各种操作以适应或修改常规的基于上下文的广告系统以改进各种特征,例如广告相关性估计,点击率估计,广告选择和布局,平衡探索和利用 等等