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    • 1. 发明授权
    • Dynamic community-based cache for mobile search
    • 动态基于社区的移动搜索缓存
    • US08943043B2
    • 2015-01-27
    • US12692626
    • 2010-01-24
    • Dimitrios LymberopoulosEmmanouil KoukoumidisJie LiuFeng ZhaoDouglas Christopher Burger
    • Dimitrios LymberopoulosEmmanouil KoukoumidisJie LiuFeng ZhaoDouglas Christopher Burger
    • G06F17/00G06F17/30
    • G06F17/30902
    • A “Community-Based Mobile Search Cache” provides various techniques for maximizing the number of query results served from a local “query cache”, thereby significantly limiting the need to connect to the Internet or cloud using 3G or other wireless links to service search queries. The query cache is constructed remotely and downloaded to mobile devices. Contents of the query cache are determined by mining popular queries from mobile search logs, either globally or based on queries of one or more groups or subgroups of users. In various embodiments, searching and browsing behaviors of individual users are evaluated to customize the query cache for particular users or user groups. The content of web pages related to popular queries may also be included in the query cache. This allows cached web pages to be displayed without first displaying cached search results when a corresponding search result has a sufficiently high click-through probability.
    • “基于社区的移动搜索缓存”提供了用于最大化从本地“查询缓存”提供的查询结果的数量的各种技术,从而显着地限制了使用3G或其他无线链路连接到因特网或云的服务搜索查询的需要 。 查询缓存是远程构建的,并被下载到移动设备。 查询缓存的内容是通过从全球范围内挖掘来自移动搜索日志的流行查询,或者基于一个或多个用户组或子组的查询来确定的。 在各种实施例中,评估各个用户的搜索和浏览行为以定制特定用户或用户组的查询缓存。 与流行查询相关的网页的内容也可以被包括在查询缓存中。 这样,当相应的搜索结果具有足够高的点击概率时,可以显示缓存的网页,而无需首先显示缓存的搜索结果。
    • 2. 发明申请
    • DYNAMIC COMMUNITY-BASED CACHE FOR MOBILE SEARCH
    • 基于动态社区的移动搜索高速缓存
    • US20110184936A1
    • 2011-07-28
    • US12692626
    • 2010-01-24
    • Dimitrios LymberopoulosEmmanouil KoukoumidisJie LiuFeng ZhaoDouglas Christopher Burger
    • Dimitrios LymberopoulosEmmanouil KoukoumidisJie LiuFeng ZhaoDouglas Christopher Burger
    • G06F17/30
    • G06F17/30902
    • A “Community-Based Mobile Search Cache” provides various techniques for maximizing the number of query results served from a local “query cache”, thereby significantly limiting the need to connect to the Internet or cloud using 3G or other wireless links to service search queries. The query cache is constructed remotely and downloaded to mobile devices. Contents of the query cache are determined by mining popular queries from mobile search logs, either globally or based on queries of one or more groups or subgroups of users. In various embodiments, searching and browsing behaviors of individual users are evaluated to customize the query cache for particular users or user groups. The content of web pages related to popular queries may also be included in the query cache. This allows cached web pages to be displayed without first displaying cached search results when a corresponding search result has a sufficiently high click-through probability.
    • “基于社区的移动搜索缓存”提供了用于最大化从本地“查询缓存”提供的查询结果的数量的各种技术,从而显着地限制了使用3G或其他无线链路连接到因特网或云的服务搜索查询的需要 。 查询缓存是远程构建的,并被下载到移动设备。 查询缓存的内容是通过从全球范围内挖掘来自移动搜索日志的流行查询,或者基于一个或多个用户组或子组的查询来确定的。 在各种实施例中,评估各个用户的搜索和浏览行为以定制特定用户或用户组的查询缓存。 与流行查询相关的网页的内容也可以被包括在查询缓存中。 这样,当相应的搜索结果具有足够高的点击概率时,可以显示缓存的网页,而无需首先显示缓存的搜索结果。
    • 3. 发明申请
    • CONTENT REACTION ANNOTATIONS
    • 内容反应注释
    • US20140172848A1
    • 2014-06-19
    • US13713240
    • 2012-12-13
    • Emmanouil KoukoumidisBrian BeckmanNicholas Donald Atkins LaneArjmand Micheal Samuel
    • Emmanouil KoukoumidisBrian BeckmanNicholas Donald Atkins LaneArjmand Micheal Samuel
    • G06F17/30
    • G06F17/30817
    • Among other things, one or more techniques and/or systems are provided for annotating content based upon user reaction data and/or for maintaining a searchable content repository. That is, a user may request and/or opt-in for user reaction data to be detected while a user is experiencing content (e.g., watching a movie, walking through a park, interacting with a website, participating on a phone conversation, etc.). Metadata associated with the content may be used to determine when and/or what sensors to use to detect the user reaction data (e.g., metadata specifying an emotional part of a movie). The content may be annotated with a reaction annotation corresponding to the user reaction data, which may be used to organize, search, and/or interact with the content. A search interface may allow users to search for content based upon annotation data and/or aggregated annotation data of one or more users who experienced the content.
    • 除其他之外,提供一个或多个技术和/或系统用于基于用户反应数据和/或维护可搜索的内容存储库来注释内容。 也就是说,用户可以请求和/或选择在用户正在体验内容时检测用户反应数据(例如,观看电影,走过公园,与网站交互,参与电话交谈等) 。)。 与内容相关联的元数据可以用于确定何时和/或什么传感器用于检测用户反应数据(例如,指定电影的情感部分的元数据)。 内容可以用与用户反应数据相对应的反应注释来注释,用户反应数据可以用于组织,搜索和/或与内容交互。 搜索界面可以允许用户基于经历内容的一个或多个用户的注释数据和/或聚合注释数据来搜索内容。
    • 4. 发明申请
    • PUSH-BASED RECOMMENDATIONS
    • 基于推荐的建议
    • US20140032678A1
    • 2014-01-30
    • US13558642
    • 2012-07-26
    • Emmanouil KoukoumidisBrian BeckmanJames Anthony Whittaker
    • Emmanouil KoukoumidisBrian BeckmanJames Anthony Whittaker
    • G06F15/16
    • G06Q30/0631G06F17/30867G06Q30/0255G06Q30/0261
    • Among other things, one or more techniques and/or systems are provided for pushing a recommendation to a user. That is, a recommendation may be pushed to a device of the user based upon a triggering event associated with the user. The recommendation may be provided, for example, without user solicitation for the recommendation. In one example, a recommendation component may observe that the user frequently stops for ice cream on Fridays after work (e.g., based upon prior social network check-ins). Accordingly, on the following Friday, the recommendation component may push a recommendation to the user's device to visit a particular grocery store on the way home from work that is within 10 minutes of the user's home so that the user can avoid melting ice cream (e.g., a location constraint may be applied to choose a grocery store that is relatively close to the user's home).
    • 除其他之外,提供一个或多个技术和/或系统用于将推荐推送给用户。 也就是说,可以基于与用户相关联的触发事件将推荐推送到用户的设备。 该建议可以例如没有用户征求推荐来提供。 在一个示例中,推荐组件可以观察到,用户在工作后的星期五(例如,基于以前的社交网络登记)经常停止冰淇淋。 因此,在接下来的星期五,推荐组件可以推荐用户的设备在从用户家庭的10分钟内的工作回家的路上访问特定的杂货店,以便用户避免融化冰淇淋(例如, ,可以应用位置约束来选择相对靠近用户家的杂货店)。
    • 5. 发明授权
    • Push-based recommendations
    • 推荐推荐
    • US08949334B2
    • 2015-02-03
    • US13558642
    • 2012-07-26
    • Emmanouil KoukoumidisBrian BeckmanJames Anthony Whittaker
    • Emmanouil KoukoumidisBrian BeckmanJames Anthony Whittaker
    • G06F15/16
    • G06Q30/0631G06F17/30867G06Q30/0255G06Q30/0261
    • Among other things, one or more techniques and/or systems are provided for pushing a recommendation to a user. That is, a recommendation may be pushed to a device of the user based upon a triggering event associated with the user. The recommendation may be provided, for example, without user solicitation for the recommendation. In one example, a recommendation component may observe that the user frequently stops for ice cream on Fridays after work (e.g., based upon prior social network check-ins). Accordingly, on the following Friday, the recommendation component may push a recommendation to the user's device to visit a particular grocery store on the way home from work that is within 10 minutes of the user's home so that the user can avoid melting ice cream (e.g., a location constraint may be applied to choose a grocery store that is relatively close to the user's home).
    • 除其他之外,提供一个或多个技术和/或系统用于将推荐推送给用户。 也就是说,可以基于与用户相关联的触发事件将推荐推送到用户的设备。 该建议可以例如没有用户征求推荐来提供。 在一个示例中,推荐组件可以观察到,用户在工作后的星期五(例如,基于以前的社交网络登记)经常停止冰淇淋。 因此,在接下来的星期五,推荐组件可以推荐用户的设备在从用户家庭的10分钟内的工作回家的路上访问特定的杂货店,以便用户避免融化冰淇淋(例如, ,可以应用位置约束来选择相对靠近用户家的杂货店)。