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    • 2. 发明授权
    • Data-driven visualization transformation
    • 数据驱动的可视化转换
    • US08531451B2
    • 2013-09-10
    • US12488247
    • 2009-06-19
    • Vijay MitalDarryl E. RubinDavid G. Green
    • Vijay MitalDarryl E. RubinDavid G. Green
    • G06T15/00
    • G06F17/50
    • The rendering of sequential data-driven scenes. Each data-driven scene is constructed using a plurality of view components, each receiving data into its input parameters, and using construction logic to formulate a rendering of corresponding visual item(s). When a transition even is detected, the data-driven scene changes from one scene to the next. For instance, the transition might occur by changing any one or more of the following: changing the data that is applied to the view components, 2) changing the set of view components, 3) changing the dimension set, or 4) changing one or more geometries used to construct the scene. Thus, data-driven scenes may be presented sequentially.
    • 顺序数据驱动场景的呈现。 每个数据驱动场景使用多个视图组件来构造,每个视图组件将数据接收到其输入参数中,并且使用构造逻辑来制定对应视觉项目的渲染。 当检测到转移偶数时,数据驱动的场景从一个场景变为下一个场景。 例如,可以通过更改以下任何一个或多个来实现转换:更改应用于视图组件的数据,2)更改视图组件集,3)更改尺寸集,或4)更改一个或多个 用于构建场景的更多几何形状。 因此,可以顺序呈现数据驱动的场景。
    • 7. 发明申请
    • PRESAGING AND SURFACING INTERACTIVITY WITHIN DATA VISUALIZATIONS
    • 在数据可视化中的预处理和表面交互
    • US20100325578A1
    • 2010-12-23
    • US12488213
    • 2009-06-19
    • Vijay MitalDarryl E. RubinJason A. WolfJohn A. PayneDavid G. Green
    • Vijay MitalDarryl E. RubinJason A. WolfJohn A. PayneDavid G. Green
    • G06F3/048
    • G06T19/20G06F3/04815
    • The use of visual cues associated with rendered visual items to cue a user on whether a rendered visual item has interactive capability and/or what type of interaction is possible with that visual item. The visual items may be rendered in a data driven way with each constructed using a corresponding parameterized view component. The parameter(s) are populated by data, perhaps by model variables obtained from an analytical model. The parameters then drive logic associated with the view component to thereby construct a visual item which may then be rendered. The rendering engine then renders the visual item with the visual cue. The user may then interact with the rendered visual item. Such interaction might cause some external action to occur, might change which visual items are displayed, and/or might change a value of the input parameters of one or more view components used to generate displayed visual items.
    • 使用与呈现的视觉项目相关联的视觉提示来向用户提示呈现的可视项目是否具有交互能力和/或与该视觉项目有可能的什么类型的交互。 可视化项目可以以数据驱动的方式呈现,每个构造使用相应的参数化视图组件。 参数可以由数据填充,也许是通过从分析模型获得的模型变量。 参数然后驱动与视图组件相关联的逻辑,从而构建可以呈现的视觉项目。 然后渲染引擎使用视觉提示呈现视觉项目。 用户然后可以与呈现的视觉项目进行交互。 这种交互可能导致发生一些外部动作,可能会改变显示哪些视觉项目,和/或可能会更改用于生成显示的视觉项目的一个或多个视图组件的输入参数的值。
    • 8. 发明申请
    • CREATING NEW CHARTS AND DATA VISUALIZATIONS
    • 创建新的功能和数据可视化
    • US20100325166A1
    • 2010-12-23
    • US12488295
    • 2009-06-19
    • Darryl E. RubinVijay MitalDavid G. GreenJason A. WolfJohn A. Payne
    • Darryl E. RubinVijay MitalDavid G. GreenJason A. WolfJohn A. Payne
    • G06F3/033G06F17/30
    • G06Q10/04G06Q10/06
    • The rendering on a user interface of a potentially complex computerized scene generation system. The user interface includes visual item(s) that have associated data. In addition, another set of visual items may be driven by data provided to input parameters, and may represent elements in the scene. Through user gestures, a user may correlate data items in the data source visual items with the element visual items to thereby automatically populate the element visual items with data, affecting the rendering of the data-driven element visual items. The element visual items might be linked, once again, perhaps through user gestures, to a parent visual item. In so doing, properties of the parent visual item might change and/or input parameters of the element visual items might change. Accordingly, complex visual scenes may be created through potentially quite simple user gestures.
    • 在可能复杂的计算机化场景生成系统的用户界面上呈现。 用户界面包括具有关联数据的视觉项目。 此外,另一组视觉项目可以由提供给输入参数的数据驱动,并且可以表示场景中的元素。 通过用户手势,用户可以将数据源视觉​​项目中的数据项与元素视觉项目相关联,从而用数据自动填充元素视觉项目,影响数据驱动元素可视项目的呈现。 元素可视化项目可能再次通过用户手势链接到父视觉项目。 在这样做时,父视觉项目的属性可能会更改和/或输入元素视觉项目的参数可能会更改。 因此,可以通过潜在的非常简单的用户手势来创建复杂的视觉场景。
    • 9. 发明申请
    • DATA-DRIVEN MODEL IMPLEMENTED WITH SPREADSHEETS
    • 数据驱动模型实现了SPREADSHEETS
    • US20100321407A1
    • 2010-12-23
    • US12488219
    • 2009-06-19
    • Vijay MitalDarryl E. Rubin
    • Vijay MitalDarryl E. Rubin
    • G09G5/00G06F17/10
    • G06T19/00G06T11/206
    • Visual items may each be constructed and placed in position using logic defined by a view component corresponding to each visual item, where that logic may depend on one or more values populated into parameter(s) of the view component. Some of those parameter values may correspond to known model parameter values. Others, however, may have been solved for using a model that defines analytical relationships between the model parameters. In one embodiment, which of the model parameters are known, and which are unknown, may not be predetermined. Accordingly, a solver might be prepared for multiple solve operation paths even using a single model. The view composition process may be entirely data-driven, with the solve and/or the visual items implemented using spreadsheets.
    • 可以使用由与每个视觉项目相对应的视图组件定义的逻辑来构建和放置可视项目,其中该逻辑可以取决于填充到视图组件的参数中的一个或多个值。 这些参数值中的一些可以对应于已知的模型参数值。 然而,其他人可能已经解决了使用定义模型参数之间的分析关系的模型。 在一个实施例中,哪些模型参数是已知的,哪些是未知的,可能不是预先确定的。 因此,即使使用单个模型,也可以为多个求解操作路径准备求解器。 视图构图过程可以完全由数据驱动,使用电子表格实现解决和/或可视化项目。
    • 10. 发明申请
    • SEARCH AND EXPLORATION USING ANALYTICS REFERENCE MODEL
    • 使用分析参考模型进行搜索和探索
    • US20100131546A1
    • 2010-05-27
    • US12324480
    • 2008-11-26
    • VIJAY MITALDavid G. GreenDarryl E. Rubin
    • VIJAY MITALDavid G. GreenDarryl E. Rubin
    • G06F17/30G06G7/48
    • G06F17/30241
    • Searching and exploration using a data-driven analytics model. The analytics model includes an analytical modeling component that defines analytical relationships between model variables using a number of analytical relations. In response to a search request, the output variable(s) of the solve operation are identified. The output variable(s) may have even been identified based on the search request. The analytical relations of the model may then be used to solve for the identified output variable(s). The resulting value(s) for the now solved-for output variable(s) may then be used to formulate the response to the search request. The nature of the response may vary depending on the scope of the application that embodied the search request capability. The results of the search request may be used for further exploration of the model by, for example, submitting follow-up search requests, resulting in follow-up solve operations.
    • 使用数据驱动的分析模型进行搜索和探索。 分析模型包括使用多个分析关系定义模型变量之间的分析关系的分析建模组件。 响应于搜索请求,识别求解操作的输出变量。 输出变量甚至可以基于搜索请求被识别。 然后可以使用模型的分析关系来解决所识别的输出变量。 然后可以使用现在求解的输出变量的结果值来形成对搜索请求的响应。 响应的性质可以根据体现搜索请求能力的应用的范围而变化。 搜索请求的结果可以用于通过例如提交后续搜索请求来进一步探索模型,从而导致后续解决操作。