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1. 发明授权

US09330503B2 Presaging and surfacing interactivity within data visualizations 有权
标题翻译：数据可视化中的预览和表面交互
公开(公告)号：US09330503B2
公开(公告)日：2016-05-03
申请号：US12488213
申请日：2009-06-19
申请人： Vijay Mital , Darryl E. Rubin , Jason A. Wolf , John A. Payne , David G. Green
发明人： Vijay Mital , Darryl E. Rubin , Jason A. Wolf , John A. Payne , David G. Green
IPC分类号： G06F3/048 , G06T19/20 , G06F3/0481
CPC分类号： G06T19/20 , G06F3/04815
摘要： 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.
摘要翻译：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。

2. 发明授权

US08155931B2 Use of taxonomized analytics reference model 有权
标题翻译：使用分类分析参考模型
公开(公告)号：US08155931B2
公开(公告)日：2012-04-10
申请号：US12324462
申请日：2008-11-26
申请人： Darryl E. Rubin , Vijay Mital , David G. Green
发明人： Darryl E. Rubin , Vijay Mital , David G. Green
IPC分类号： G06F17/50 , G06F9/445 , G06N5/00
CPC分类号： G06F8/10
摘要： The composition of a data-driven analytics model that includes at least an analytical modeling component that defines analytical relationships between the model parameters using multiple analytical relations. The analytical modeling component uses the analytical relations to identify which of the model parameters are known and which are unknown, and solves for the identified unknown model parameter(s). The analytics modeling component also includes an analytics taxonomy in which the analytical relations are categorized into related analytics categories. Navigation through the analytics taxonomy assists in the composition of an analytics model. The analytics taxonomy may, but need not, be domain specific.
摘要翻译：数据驱动分析模型的组成，至少包括一个使用多个分析关系定义模型参数之间分析关系的分析建模组件。分析建模组件使用分析关系来识别哪些模型参数是已知的，哪些是未知的，并且解决所识别的未知模型参数。分析建模组件还包括分析关系分类到相关分析类别的分析分类。通过分析分类法进行导航有助于分析模型的组合。分析分类可能但不一定是域特定的。

3. 发明申请

US20100131254A1 USE OF TAXONOMIZED ANALYTICS REFERENCE MODEL 有权
标题翻译：使用分子量分析参考模型
公开(公告)号：US20100131254A1
公开(公告)日：2010-05-27
申请号：US12324462
申请日：2008-11-26
申请人： Darryl E. Rubin , Vijay Mital , David G. Green
发明人： Darryl E. Rubin , Vijay Mital , David G. Green
IPC分类号： G06G7/48 , G06F17/50
CPC分类号： G06F8/10
摘要： The composition of a data-driven analytics model that includes at least an analytical modeling component that defines analytical relationships between the model parameters using multiple analytical relations. The analytical modeling component uses the analytical relations to identify which of the model parameters are known and which are unknown, and solves for the identified unknown model parameter(s). The analytics modeling component also includes an analytics taxonomy in which the analytical relations are categorized into related analytics categories. Navigation through the analytics taxonomy assists in the composition of an analytics model. The analytics taxonomy may, but need not, be domain specific.
摘要翻译：数据驱动分析模型的组成，至少包括一个使用多个分析关系定义模型参数之间分析关系的分析建模组件。分析建模组件使用分析关系来识别哪些模型参数是已知的，哪些是未知的，并且解决所识别的未知模型参数。分析建模组件还包括分析关系分类到相关分析类别的分析分类。通过分析分类法进行导航有助于分析模型的组合。分析分类可能但不一定是域特定的。

4. 发明授权

US08531451B2 Data-driven visualization transformation 有权
标题翻译：数据驱动的可视化转换
公开(公告)号：US08531451B2
公开(公告)日：2013-09-10
申请号：US12488247
申请日：2009-06-19
申请人： Vijay Mital , Darryl E. Rubin , David G. Green
发明人： Vijay Mital , Darryl E. Rubin , David G. Green
IPC分类号： G06T15/00
CPC分类号： G06F17/50
摘要： 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.
摘要翻译：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。

5. 发明授权

US08190406B2 Hybrid solver for data-driven analytics 有权
标题翻译：用于数据驱动分析的混合求解器
公开(公告)号：US08190406B2
公开(公告)日：2012-05-29
申请号：US12324469
申请日：2008-11-26
申请人： Brian C. Beckman , David G. Green , Vijay Mital , Darryl E. Rubin , Olivier Colle
发明人： Brian C. Beckman , David G. Green , Vijay Mital , Darryl E. Rubin , Olivier Colle
IPC分类号： G06F7/60 , G06F3/00 , G06F7/00 , G06F17/00 , G06T11/20
CPC分类号： G06F17/50
摘要： A complex solver that is able to solve a diverse variety of model analytics. Upon identifying the various input variable(s) and output variable(s) of the model variables, if a straight forward solve is not to be performed, it is determined whether the model analytics is to be inverted such that a forward solve can be performed. For instance, it might not be known generally, or at least to the solver, how to invert a particular equation of other model analytics. If the model analytics is to be inverted, the model analytics is inverted, and the forward solve is performed. On the other hand, if the inversion of the model analytics is not to be performed, then a numerical analysis solve is performed.
摘要翻译：一个能够解决各种模型分析的复杂解算器。在识别模型变量的各种输入变量和输出变量时，如果不执行直接求解，则确定模型分析是否被反转，使得可以执行正向求解。例如，对于其他模型分析的特定方程，一般可能不知道，或至少是解决者。如果模型分析要反转，则模型分析被反转，并且执行前向求解。另一方面，如果不执行模型分析的反演，则进行数值分析求解。

6. 发明申请

US20100325578A1 PRESAGING AND SURFACING INTERACTIVITY WITHIN DATA VISUALIZATIONS 有权
标题翻译：在数据可视化中的预处理和表面交互
公开(公告)号：US20100325578A1
公开(公告)日：2010-12-23
申请号：US12488213
申请日：2009-06-19
申请人： Vijay Mital , Darryl E. Rubin , Jason A. Wolf , John A. Payne , David G. Green
发明人： Vijay Mital , Darryl E. Rubin , Jason A. Wolf , John A. Payne , David G. Green
IPC分类号： G06F3/048
CPC分类号： G06T19/20 , G06F3/04815
摘要： 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.
摘要翻译：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。

7. 发明申请

US20100325166A1 CREATING NEW CHARTS AND DATA VISUALIZATIONS 有权
标题翻译：创建新的功能和数据可视化
公开(公告)号：US20100325166A1
公开(公告)日：2010-12-23
申请号：US12488295
申请日：2009-06-19
申请人： Darryl E. Rubin , Vijay Mital , David G. Green , Jason A. Wolf , John A. Payne
发明人： Darryl E. Rubin , Vijay Mital , David G. Green , Jason A. Wolf , John A. Payne
IPC分类号： G06F3/033 , G06F17/30
CPC分类号： G06Q10/04 , G06Q10/06
摘要： 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.
摘要翻译：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。

8. 发明授权

US08866818B2 Composing shapes and data series in geometries 有权
标题翻译：组合几何形状和数据系列
公开(公告)号：US08866818B2
公开(公告)日：2014-10-21
申请号：US12488300
申请日：2009-06-19
申请人： Darryl E. Rubin , Vijay Mital , David G. Green , Brian C. Beckman
发明人： Darryl E. Rubin , Vijay Mital , David G. Green , Brian C. Beckman
IPC分类号： G06T11/20 , G06T19/00
CPC分类号： G06T11/20 , G06F17/50 , G06T3/40 , G06T11/206 , G06T19/00 , G06T19/20 , G06T2219/012 , G06T2219/2012 , G06T2219/2021
摘要： A renderable geometry the may be populated with shapes and data series. The geometry defines a set of dimensions to be applied to the shapes. The geometry further defines and enforces a construction of the shapes around the set of dimensions, and applies the data series to the plurality of shapes against at least one of the set of dimensions. The formulate of the geometry may be recursively performed. For instance, the geometry may be provided as a shape in a set of shapes provided to yet another geometry with another data series. The data series might be reversibly applied to one of the dimensions, allowing for complex geometries to be created with data represented in very flexibly ways.
摘要翻译：可渲染的几何体可以填充形状和数据系列。几何定义了要应用于形状的一组尺寸。所述几何形状进一步限定并强制围绕所述维度集合的形状的构造，并且针对所述一组维度中的至少一个将所述数据序列应用于所述多个形状。几何的公式可以递归地执行。例如，几何形状可以被提供为以另一数据系列提供给另一几何形状的一组形状中的形状。数据系列可能可逆地应用于其中一个维度，允许以非常灵活的方式表示数据来创建复杂的几何。

9. 发明授权

US08103608B2 Reference model for data-driven analytics 有权
标题翻译：数据驱动分析的参考模型
公开(公告)号：US08103608B2
公开(公告)日：2012-01-24
申请号：US12324451
申请日：2008-11-26
申请人： David G. Green , Vijay Mital , Darryl E. Rubin
发明人： David G. Green , Vijay Mital , Darryl E. Rubin
IPC分类号： G06F17/00 , G06N5/00 , G06T17/00 , G09G5/00
CPC分类号： G06T19/00 , G06F17/5004
摘要： A taxonomy reference model for use in an analytical modeling component. The analytical modeling component defines analytical relationships between the model parameters using analytical relations. The analytical modeling component uses the analytical relations to identify which of the model parameters are known and which are unknown, and solves for the identified unknown model parameter(s). An analytics taxonomy categorizes the analytics relations into analytics categories. This analytics taxonomy may be domain-specific. Also, if the analytics drive visuals, the visuals could be taxonomized as well. If the analytics is driven by data, the data could also be taxonomized.
摘要翻译：用于分析建模组件的分类参考模型。分析建模组件使用分析关系定义模型参数之间的分析关系。分析建模组件使用分析关系来识别哪些模型参数是已知的，哪些是未知的，并且解决所识别的未知模型参数。分析分类法将分析关系分类为分析类别。该分析分类可能是域特定的。此外，如果分析驱动器的视觉效果，视觉效果也可以被分类。如果分析是由数据驱动的，那么数据也可以被分类。

10. 发明申请

US20100325564A1 CHARTS IN VIRTUAL ENVIRONMENTS 审中-公开
标题翻译：虚拟环境中的魅力
公开(公告)号：US20100325564A1
公开(公告)日：2010-12-23
申请号：US12488314
申请日：2009-06-19
申请人： Vijay Mital , Darryl E. Rubin , Brian C. Beckman , David G. Green
发明人： Vijay Mital , Darryl E. Rubin , Brian C. Beckman , David G. Green
IPC分类号： G06F3/048
CPC分类号： G06F3/04815 , G06T11/206
摘要： The application of chart data to a virtual space. The chart data is accessed and a virtual space is formulated. The virtual space is a computerized representation of a plurality of spatially interrelated visual items. The chart data is merged with the virtual space. As an example, the chart data might represent spatially significant information. For instance, one data item in the chart data might represent information about a first point or region in the virtual space, another data item in the chart data might represent information about a second point or region in the virtual space, and so forth. Merging of the chart data might involve changing property(s) of corresponding regions of space depending on value(s) of the associated chart data.
摘要翻译：将图表数据应用于虚拟空间。访问图表数据并制定虚拟空间。虚拟空间是多个空间上相互关联的视觉项目的计算机化表示。图表数据与虚拟空间合并。例如，图表数据可能表示空间有意义的信息。例如，图表数据中的一个数据项可以表示关于虚拟空间中的第一点或区域的信息，图表数据中的另一数据项可以表示关于虚拟空间中的第二点或区域的信息，等等。图表数据的合并可能涉及根据相关图表数据的值来更改相应的空间区域的属性。

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