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    • 1. 发明申请
    • ASSISTED CLUSTERING
    • 辅助集群
    • US20110295773A1
    • 2011-12-01
    • US12787945
    • 2010-05-26
    • Danyel A. FisherSumit BasuSteven DruckerGonzalo A. RamosHao Lu
    • Danyel A. FisherSumit BasuSteven DruckerGonzalo A. RamosHao Lu
    • G06F15/18G06F17/30
    • G06F17/30994G06Q30/0631
    • Assisted clustering systems and methods are described herein that provide a user interface by which a user can easily create clusters and selectively associate data items with such clusters. Information regarding data item-cluster associations made by the user is processed by a recommendation engine to learn a clustering model. The clustering model is then be used to generate recommendations for the user regarding which unassociated data items should be associated with which clusters. In certain embodiments, after the user has determined that the clustering model is performing at a satisfactory level based on the quality of the recommendations, the user can cause the system to automatically cluster a large quantity of remaining unassociated data items. In accordance with further embodiments, a user can specify arbitrary data item types for clustering as well as features of such data types that should be considered in generating the clustering model.
    • 本文描述了辅助集群系统和方法,其提供用户界面,通过该界面,用户可以容易地创建集群并且选择性地将数据项与这些集群相关联。 关于由用户进行的数据项集群关联的信息由推荐引擎处理以学习聚类模型。 然后,聚类模型用于为用户生成与哪些不相关的数据项应与哪个集群相关联的建议。 在某些实施例中,在用户基于建议的质量确定聚类模型正在令人满意的级别之后,用户可以使系统自动聚集大量剩余的未关联的数据项。 根据进一步的实施例,用户可以指定用于聚类的任意数据项类型以及在生成聚类模型时应考虑的这些数据类型的特征。
    • 5. 发明授权
    • Interactive visual representation of points of interest data
    • 兴趣点数据的交互式视觉表示
    • US09552129B2
    • 2017-01-24
    • US13429232
    • 2012-03-23
    • Gonzalo A. RamosTimothy P. WantlandDonald A. BarnettRomualdo T. Impas
    • Gonzalo A. RamosTimothy P. WantlandDonald A. BarnettRomualdo T. Impas
    • G06F3/0481G01C21/36
    • G06F3/0481G01C21/367G01C21/3679G01C21/3682G06F2203/04806
    • Search results may be rendered on a map utilizing one or more points of interest. An individual point of interest may include a casing layer and a core layer. Casing layers and/or core layers may be configured to change in size and color at different levels of detail associated with zoom operations. Zoom operations may further include de-clustering overlapping points of interest to eliminate overlap. A hover input associated with a cluster may render a numerical value associated with a corresponding number of points of interest that appear in the cluster. Various embodiments provide a visual language that enables a continuous representation, at different levels of detail, that range from a single discrete point to multiple points that are near each other or clustered together to unify the look-and-feel of represented elements and provide interactive consistency across various map properties and platforms.
    • 可以使用一个或多个兴趣点在地图上呈现搜索结果。 单个感兴趣的兴趣点可以包括套管层和芯层。 套管层和/或芯层可以被配置为在与缩放操作相关联的不同细节级别上改变尺寸和颜色。 缩放操作还可以包括将重叠的重叠点去聚集以消除重叠。 与群集相关联的悬停输入可以呈现与出现在群集中的相应兴趣点数相关联的数值。 各种实施例提供了一种视觉语言,其使得能够以不同的细节级别连续地表示从单个离散点到彼此靠近或聚集在一起的多个点的范围,以统一所表示的元素的外观和感觉,并提供交互式 各种地图属性和平台的一致性。
    • 6. 发明申请
    • VIEWING MEDIA IN THE CONTEXT OF STREET-LEVEL IMAGES
    • 在街道图像的背景下查看媒体
    • US20110173565A1
    • 2011-07-14
    • US12717846
    • 2010-03-04
    • Eyal OfekMichael KroepflJulian R. WalkerGonzalo A. RamosBlaise Hilary Aguera y Arcas
    • Eyal OfekMichael KroepflJulian R. WalkerGonzalo A. RamosBlaise Hilary Aguera y Arcas
    • G06F3/048
    • G06T5/50G09B29/00
    • A system for displaying hybrid image data produced by embedding additional media objects within street-level panoramic images includes a user interface through which a user may view, search for, and/or navigate through additional media objects in the context of browsing a virtual environment of a location at street level. In response to user input indicating a request to view a geographic location and/or an additional media object, street-level panoramic image data associated with the geographic location, in which one or more additional media objects also associated with the geographic location have been embedded, may be provided for display through the user interface. The user interface may be provided by a client device including one or more processors that receive hybrid image data produced by one or more processors of a server and display the image data to the user.
    • 用于显示通过在街道级全景图像中嵌入附加媒体对象而产生的混合图像数据的系统包括用户界面,用户可以在浏览虚拟环境的环境中查看,搜索和/或浏览附加媒体对象 街道地点。 响应于指示查看地理位置和/或附加媒体对象的请求的用户输入,与地理位置相关联的街道级全景图像数据,其中还与地理位置相关联的一个或多个附加媒体对象已被嵌入 可以通过用户界面来提供显示。 用户界面可以由包括一个或多个处理器的客户端设备来提供,该处理器接收由服务器的一个或多个处理器产生的混合图像数据,并将图像数据显示给用户。