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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

US08493406B2 Creating new charts and data visualizations 有权
标题翻译：创建新的图表和数据可视化
公开(公告)号：US08493406B2
公开(公告)日：2013-07-23
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： G09G5/00
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。

5. 发明授权

US08145615B2 Search and exploration using analytics reference model 有权
标题翻译：使用分析参考模型进行搜索和探索
公开(公告)号：US08145615B2
公开(公告)日：2012-03-27
申请号：US12324480
申请日：2008-11-26
申请人： Vijay Mital , David G. Green , Darryl E. Rubin
发明人： Vijay Mital , David G. Green , Darryl E. Rubin
IPC分类号： G06F17/30
CPC分类号： G06F17/30241
摘要： 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.
摘要翻译：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。

6. 发明申请

US20100131255A1 HYBRID SOLVER FOR DATA-DRIVEN ANALYTICS 有权
标题翻译：用于数据驱动分析的混合解决方案
公开(公告)号：US20100131255A1
公开(公告)日：2010-05-27
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： G06G7/48
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，一般可能不知道或者至少对于求解器来说，它是不可能的。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。

7. 发明授权

US08692826B2 Solver-based visualization framework 有权
标题翻译：基于求解器的可视化框架
公开(公告)号：US08692826B2
公开(公告)日：2014-04-08
申请号：US12488201
申请日：2009-06-19
申请人： Brian C. Beckman , David G. Green , Vijay Mital , Darryl E. Rubin
发明人： Brian C. Beckman , David G. Green , Vijay Mital , Darryl E. Rubin
IPC分类号： G06T15/00
CPC分类号： G06F9/451
摘要： Visualization frameworks may include solvers. The solvers may be used to determine the properties of view components of view compositions. In some instances, the solvers may be explicitly composed using a relational structure, such as a dependency tree. In some instances, the solvers may be implicitly composed based on property-setters having solvers invoking other property-setters having solvers.
摘要翻译：可视化框架可能包括求解器。求解器可用于确定视图组合物的视图组件的属性。在某些情况下，可以使用关系结构（例如依赖关系树）来明确地组合求解器。在某些情况下，解算器可以隐式地基于具有求解器的属性设置器来调用具有求解器的其他属性设置器。

8. 发明申请

US20100324870A1 SOLVER-BASED VISUALIZATION FRAMEWORK 有权
标题翻译：基于解决方案的可视化框架
公开(公告)号：US20100324870A1
公开(公告)日：2010-12-23
申请号：US12488201
申请日：2009-06-19
申请人： Brian C. Beckman , David G. Green , Vijay Mital , Darryl E. Rubin
发明人： Brian C. Beckman , David G. Green , Vijay Mital , Darryl E. Rubin
IPC分类号： G06F17/10
CPC分类号： G06F9/451
摘要： Visualization frameworks may include solvers. The solvers may be used to determine the properties of view components of view compositions. In some instances, the solvers may be explicitly composed using a relational structure, such as a dependency tree. In some instances, the solvers may be implicitly composed based on property-setters having solvers invoking other property-setters having solvers.
摘要翻译：可视化框架可能包括求解器。求解器可用于确定视图组合物的视图组件的属性。在某些情况下，可以使用关系结构（例如依赖关系树）来明确地组合求解器。在某些情况下，解算器可以隐式地基于具有求解器的属性设置器来调用具有求解器的其他属性设置器。

9. 发明申请

US20100324867A1 DATA-DRIVEN VISUALIZATION TRANSFORMATION 有权
标题翻译：数据驱动可视化转换
公开(公告)号：US20100324867A1
公开(公告)日：2010-12-23
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： G06F17/50
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。

10. 发明申请

US20100321391A1 COMPOSING SHAPES AND DATA SERIES IN GEOMETRIES 有权
标题翻译：组合形状和数据系列在几何中
公开(公告)号：US20100321391A1
公开(公告)日：2010-12-23
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
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。

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