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    • 2. 发明申请
    • User interface for viewing clusters of images
    • 用于查看图像群集的用户界面
    • US20070174790A1
    • 2007-07-26
    • US11337945
    • 2006-01-23
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • G06F17/30
    • G06F17/3028G06F3/0482G06F3/0485G06F17/30265G06F17/30274G06F17/3053
    • A method and system for providing a user interface for presenting images of clusters of an image search result is provided. The user interface system displays the search result in a cluster/view form using a cluster panel and a view panel. The cluster panel contains a cluster area for each cluster. The view panel may contain thumbnails of images of the search result in a list view or a mix view. When a user selects a cluster area from the cluster panel, the user interface system displays a list view of thumbnails for that cluster in the view panel. The user interface system may display a thumbnail list near a cluster area of the cluster panel. The thumbnail list contains mini-thumbnails of the images of the selected cluster. The user interface system may also display a detail view of an image in the view panel when a user selects an image.
    • 提供了一种用于提供用于呈现图像搜索结果的聚类的图像的用户界面的方法和系统。 用户界面系统使用群集面板和视图面板将搜索结果显示在群集/视图窗体中。 集群面板包含每个集群的集群区域。 视图面板可以在列表视图或混合视图中包含搜索结果的图像的缩略图。 当用户从群集面板中选择群集区域时,用户界面系统会在视图面板中显示该群集的缩略图列表视图。 用户界面系统可以在集群面板的集群区域附近显示缩略图列表。 缩略图列表包含所选集群的图像的迷你缩略图。 当用户选择图像时,用户界面系统还可以在视图面板中显示图像的细节视图。
    • 5. 发明授权
    • User interface for viewing clusters of images
    • 用于查看图像群集的用户界面
    • US09396214B2
    • 2016-07-19
    • US12634662
    • 2009-12-09
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • G06F3/048G06F17/30
    • G06F17/3028G06F3/0482G06F3/0485G06F17/30265G06F17/30274G06F17/3053
    • A method and system for providing a user interface for presenting images of clusters of an image search result is provided. The user interface system displays the search result in a cluster/view form using a cluster panel and a view panel. The cluster panel contains a cluster area for each cluster. The view panel may contain thumbnails of images of the search result in a list view or a mix view. When a user selects a cluster area from the cluster panel, the user interface system displays a list view of thumbnails for that cluster in the view panel. The user interface system may display a thumbnail list near a cluster area of the cluster panel. The thumbnail list contains mini-thumbnails of the images of the selected cluster. The user interface system may also display a detail view of an image in the view panel when a user selects an image.
    • 提供了一种用于提供用于呈现图像搜索结果的聚类的图像的用户界面的方法和系统。 用户界面系统使用群集面板和视图面板将搜索结果显示在群集/视图窗体中。 集群面板包含每个集群的集群区域。 视图面板可以在列表视图或混合视图中包含搜索结果的图像的缩略图。 当用户从群集面板中选择群集区域时,用户界面系统会在视图面板中显示该群集的缩略图列表视图。 用户界面系统可以在集群面板的集群区域附近显示缩略图列表。 缩略图列表包含所选集群的图像的迷你缩略图。 当用户选择图像时,用户界面系统还可以在视图面板中显示图像的细节视图。
    • 6. 发明授权
    • User interface for viewing clusters of images
    • 用于查看图像群集的用户界面
    • US07644373B2
    • 2010-01-05
    • US11337945
    • 2006-01-23
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • G06F3/048G06F7/00
    • G06F17/3028G06F3/0482G06F3/0485G06F17/30265G06F17/30274G06F17/3053
    • A method and system for providing a user interface for presenting images of clusters of an image search result is provided. The user interface system displays the search result in a cluster/view form using a cluster panel and a view panel. The cluster panel contains a cluster area for each cluster. The view panel may contain thumbnails of images of the search result in a list view or a mix view. When a user selects a cluster area from the cluster panel, the user interface system displays a list view of thumbnails for that cluster in the view panel. The user interface system may display a thumbnail list near a cluster area of the cluster panel. The thumbnail list contains mini-thumbnails of the images of the selected cluster. The user interface system may also display a detail view of an image in the view panel when a user selects an image.
    • 提供了一种用于提供用于呈现图像搜索结果的聚类的图像的用户界面的方法和系统。 用户界面系统使用群集面板和视图面板将搜索结果显示在群集/视图窗体中。 集群面板包含每个集群的集群区域。 视图面板可以在列表视图或混合视图中包含搜索结果的图像的缩略图。 当用户从群集面板中选择群集区域时,用户界面系统会在视图面板中显示该群集的缩略图列表视图。 用户界面系统可以在集群面板的集群区域附近显示缩略图列表。 缩略图列表包含所选集群的图像的迷你缩略图。 当用户选择图像时,用户界面系统还可以在视图面板中显示图像的细节视图。
    • 7. 发明申请
    • USER INTERFACE FOR VIEWING CLUSTERS OF IMAGES
    • 用于查看图像集的用户界面
    • US20100088647A1
    • 2010-04-08
    • US12634662
    • 2009-12-09
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • Feng JingLei ZhangMing Jing LiWei-Ying MaKefeng Deng
    • G06F3/048G06F17/30
    • G06F17/3028G06F3/0482G06F3/0485G06F17/30265G06F17/30274G06F17/3053
    • A method and system for providing a user interface for presenting images of clusters of an image search result is provided. The user interface system displays the search result in a cluster/view form using a cluster panel and a view panel. The cluster panel contains a cluster area for each cluster. The view panel may contain thumbnails of images of the search result in a list view or a mix view. When a user selects a cluster area from the cluster panel, the user interface system displays a list view of thumbnails for that cluster in the view panel. The user interface system may display a thumbnail list near a cluster area of the cluster panel. The thumbnail list contains mini-thumbnails of the images of the selected cluster. The user interface system may also display a detail view of an image in the view panel when a user selects an image.
    • 提供了一种用于提供用于呈现图像搜索结果的聚类的图像的用户界面的方法和系统。 用户界面系统使用群集面板和视图面板将搜索结果显示在群集/视图窗体中。 集群面板包含每个集群的集群区域。 视图面板可以在列表视图或混合视图中包含搜索结果的图像的缩略图。 当用户从群集面板中选择群集区域时,用户界面系统会在视图面板中显示该群集的缩略图列表视图。 用户界面系统可以在集群面板的集群区域附近显示缩略图列表。 缩略图列表包含所选集群的图像的迷你缩略图。 当用户选择图像时,用户界面系统还可以在视图面板中显示图像的细节视图。
    • 9. 发明申请
    • SMOOTHING CLICKTHROUGH DATA FOR WEB SEARCH RANKING
    • 用于网络搜索排名的平滑点击数据
    • US20100318531A1
    • 2010-12-16
    • US12481593
    • 2009-06-10
    • Jianfeng GaoXiao LiKefeng DengWei YuanJian-Yun Nie
    • Jianfeng GaoXiao LiKefeng DengWei YuanJian-Yun Nie
    • G06F17/30G06F15/18
    • G06F16/337G06F16/335G06F16/355
    • Described is a technology for using clickthrough data (e.g., based on data of a query log) in learning a ranking model that may be used in online ranking of search results. Clickthrough data, which is typically sparse (because many documents are often not clicked or rarely clicked), is processed/smoothed into smoothed clickthrough streams. The processing includes determining similar queries for a document with incomplete (insufficient) clickthrough data to provide expanded clickthrough data for that document, and/or by estimating at least one clickthrough feature for a document when that document has missing (e.g., no) clickthrough data. Similar queries may be determined by random walk clustering and/or session-based query analysis. Features extracted from the clickthrough streams may be used to provide a ranking model which may then be used in online ranking of documents that are located with respect to a query.
    • 描述了一种用于在学习可用于搜索结果的在线排名中的排名模型的点击数据(例如,基于查询日志的数据)的技术。 点击数据通常是稀疏的(因为许多文档经常没有点击或很少点击)被处理/平滑到平滑的点击流中。 该处理包括确定具有不完整(不足够的)点击数据的文档的类似查询,以便为该文档提供扩展的点击数据,和/或通过在该文档缺少(例如,否))点击数据时估计文档的至少一个点击特征 。 可以通过随机游走聚类和/或基于会话的查询分析来确定类似的查询。 从点击流中提取的特征可以用于提供排序模型,然后可以在相对于查询定位的文档的在线排名中使用排名模型。