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公开(公告)号：US20110078144A1
公开(公告)日：2011-03-31
申请号：US12831615
申请日：2010-07-07
IPC分类号： G06F17/30
CPC分类号： G06K9/6219
摘要： Embodiments of the invention provide systems and methods for analyzing sequential data. Analyzing the sequential data can include grouping or clustering data that are similar in some way, e.g., similar ranges of quantities, similar categories, etc. More specifically, a method for hierarchical clustering of sequential data can comprise creating a dotplot of the sequential data. The dotplot can represent a plurality of sequences within the sequential data. A number of clusters represented by the plurality of sequences can be initialized, e.g., one cluster per sequence. A pair of sequences of the plurality of sequences having a longest sequential match can be identified, e.g., based on a line fitting technique, and merged into a single cluster. Identifying a pair of sequences of the plurality of sequences having a longest sequential match and merging the identified pair of sequences into a single cluster can be repeated until a single cluster remains.
摘要翻译： 本发明的实施例提供用于分析顺序数据的系统和方法。 分析顺序数据可以包括以某种方式对数据进行分组或聚类，例如类似的数量范围，类似的类别等。更具体地说，用于顺序数据的层次聚类的方法可以包括创建顺序数据的点图。 点图可以表示顺序数据内的多个序列。 由多个序列表示的多个簇可以被初始化，例如每个序列一个簇。 可以例如基于线拟合技术来识别具有最长顺序匹配的多个序列中的一对序列，并且合并成单个簇。 识别具有最长顺序匹配的多个序列中的一对序列，并将所识别的序列对合并到单个簇中，直到单个簇保留。
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公开(公告)号：US20080222562A1
公开(公告)日：2008-09-11
申请号：US11682010
申请日：2007-03-05
IPC分类号： G06F3/048
CPC分类号： G06N5/022 , G06F3/04817 , G06F3/0482 , G06F3/04842 , G06F17/246 , G06F17/30643 , G06F17/30716 , G06F17/30899
摘要： Embodiments of the present invention provide a decision framework for selecting graph types based on attributes such as task, end-user, data-bound, and representational attributes. According to one embodiment, a computer-implemented method for aiding a user in selecting a graph type for a graph comprises receiving a selection of a graph type subset from the user, the graph type subset selected from a plurality of graph type subsets, the selection responsive to at least one task attribute corresponding to an intended use for the graph. The method further comprises generating a user interface to be displayed to the user, the user interface including an indication of at least one graph type in the selected graph type subset, an indication of at least one attribute, and an indication of whether the at least one graph type is appropriate in view of the at least one attribute, thereby providing guidance to the user in selecting an appropriate graph type.
摘要翻译： 本发明的实施例提供了一种用于基于诸如任务，最终用户，数据绑定和表示属性等属性来选择图形类型的决策框架。 根据一个实施例，用于帮助用户选择图形的图类型的计算机实现的方法包括从用户接收图形类型子集的选择，从多个图类型子集中选择的图类型子集，所述选择 响应于与图的预期用途相对应的至少一个任务属性。 所述方法还包括生成要向用户显示的用户界面，所述用户界面包括所选图形类型子集中的至少一个图形类型的指示，至少一个属性的指示，以及是否至少 考虑到至少一个属性，一个图形类型是适当的，从而在选择合适的图形类型时向用户提供指导。
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公开(公告)号：US08463733B2
公开(公告)日：2013-06-11
申请号：US12615749
申请日：2009-11-10
CPC分类号： G06F19/22 , A61B3/113 , G06T11/206
摘要： Embodiments of the invention provide systems and methods for analyzing sequential data. The sequential data can comprise a sequence of data points arranged in a particular order and thus representing a sequence. A number of such sequences can be analyzed, for example, to identify patterns or commonalities within the sequences or portions of sequences represented by the data. According to one embodiment, a method of identifying patterns in sequences of data points can comprise reading a set of sequential data. The sequential data can comprises a plurality of sequences and each of the plurality of sequences can represent an ordered sequence of tokens. A dotplot representing matches between each sequence of the plurality sequences can be generated. One or more patterns within the sequential data can then be identified based on the dotplot.
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公开(公告)号：US20100119111A1
公开(公告)日：2010-05-13
申请号：US12615763
申请日：2009-11-10
CPC分类号： G06F19/22 , A61B3/113 , G06T11/206
摘要： Embodiments of the present invention provide systems and methods for displaying sequential information representing a path. The sequential information can include a number of tokens representing a path. A representation of the tokens and path of the sequential information can be displayed. An instruction to adjust the representation of the path of the sequential information can be received. For example, instruction can comprise user instruction, including but not limited to a user manipulation of a slider control of a user interface through which the representation of the sequence is displayed. The displayed representation of the path of the sequential information can be updated based on and corresponding to the instruction. So for example, the user can click and drag or otherwise manipulate the slider control above and the displayed representation of the path can be expanded and/or contracted based on the user's movement of the slider control.
摘要翻译： 本发明的实施例提供了用于显示表示路径的顺序信息的系统和方法。 顺序信息可以包括表示路径的多个令牌。 可以显示顺序信息的令牌和路径的表示。 可以接收调整顺序信息的路径的表示的指令。 例如，指令可以包括用户指令，包括但不限于对用户界面的滑块控制的用户操纵，通过该用户界面显示序列的表示。 可以基于并对应于该指令来更新顺序信息的路径的显示表示。 因此，例如，用户可以单击并拖动或以其他方式操纵上述滑块控件，并且可以基于用户的滑块控件的移动来扩展和/或缩小路径的显示表示。
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公开(公告)号：US07705847B2
公开(公告)日：2010-04-27
申请号：US11682010
申请日：2007-03-05
IPC分类号： G06T11/20
CPC分类号： G06N5/022 , G06F3/04817 , G06F3/0482 , G06F3/04842 , G06F17/246 , G06F17/30643 , G06F17/30716 , G06F17/30899
摘要： Embodiments of the present invention provide a decision framework for selecting graph types based on attributes such as task, end-user, data-bound, and representational attributes. According to one embodiment, a computer-implemented method for aiding a user in selecting a graph type for a graph comprises receiving a selection of a graph type subset from the user, the graph type subset selected from a plurality of graph type subsets, the selection responsive to at least one task attribute corresponding to an intended use for the graph. The method further comprises generating a user interface to be displayed to the user, the user interface including an indication of at least one graph type in the selected graph type subset, an indication of at least one attribute, and an indication of whether the at least one graph type is appropriate in view of the at least one attribute, thereby providing guidance to the user in selecting an appropriate graph type.
摘要翻译： 本发明的实施例提供了一种用于基于诸如任务，最终用户，数据绑定和表示属性等属性来选择图形类型的决策框架。 根据一个实施例，用于帮助用户选择图形的图类型的计算机实现的方法包括从用户接收图形类型子集的选择，从多个图类型子集中选择的图类型子集，所述选择 响应于与图的预期用途相对应的至少一个任务属性。 所述方法还包括生成要向用户显示的用户界面，所述用户界面包括所选图形类型子集中的至少一个图形类型的指示，至少一个属性的指示，以及是否至少 考虑到至少一个属性，一个图形类型是适当的，从而在选择合适的图形类型时向用户提供指导。
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公开(公告)号：US08451272B2
公开(公告)日：2013-05-28
申请号：US12615763
申请日：2009-11-10
CPC分类号： G06F19/22 , A61B3/113 , G06T11/206
摘要： Embodiments of the present invention provide systems and methods for displaying sequential information representing a path. The sequential information can include a number of tokens representing a path. A representation of the tokens and path of the sequential information can be displayed. An instruction to adjust the representation of the path of the sequential information can be received. For example, instruction can comprise user instruction, including but not limited to a user manipulation of a slider control of a user interface through which the representation of the sequence is displayed. The displayed representation of the path of the sequential information can be updated based on and corresponding to the instruction. So for example, the user can click and drag or otherwise manipulate the slider control above and the displayed representation of the path can be expanded and/or contracted based on the user's movement of the slider control.
摘要翻译： 本发明的实施例提供了用于显示表示路径的顺序信息的系统和方法。 顺序信息可以包括表示路径的多个令牌。 可以显示顺序信息的令牌和路径的表示。 可以接收调整顺序信息的路径的表示的指令。 例如，指令可以包括用户指令，包括但不限于对用户界面的滑块控制的用户操纵，通过该用户界面显示序列的表示。 可以基于并对应于该指令来更新顺序信息的路径的显示表示。 因此，例如，用户可以单击并拖动或以其他方式操纵上述滑块控件，并且可以基于用户的滑块控件的移动来扩展和/或缩小路径的显示表示。
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公开(公告)号：US10552710B2
公开(公告)日：2020-02-04
申请号：US12831615
申请日：2010-07-07
IPC分类号： G06K9/62
摘要： Embodiments of the invention provide systems and methods for analyzing sequential data. Analyzing the sequential data can include grouping or clustering data that are similar in some way, e.g., similar ranges of quantities, similar categories, etc. More specifically, a method for hierarchical clustering of sequential data can comprise creating a dotplot of the sequential data. The dotplot can represent a plurality of sequences within the sequential data. A number of clusters represented by the plurality of sequences can be initialized, e.g., one cluster per sequence. A pair of sequences of the plurality of sequences having a longest sequential match can be identified, e.g., based on a line fitting technique, and merged into a single cluster. Identifying a pair of sequences of the plurality of sequences having a longest sequential match and merging the identified pair of sequences into a single cluster can be repeated until a single cluster remains.
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公开(公告)号：US08434867B2
公开(公告)日：2013-05-07
申请号：US12615736
申请日：2009-11-10
CPC分类号： G06F19/22 , A61B3/113 , G06T11/206
摘要： Embodiments of the invention provide systems and methods for analyzing eye tracking data. The eye tracking data can represent a number of different scanpaths and can be analyzed, for example, to find patterns or commonality between the scanpaths. According to one embodiment, a method of analyzing eye tracking data can comprise receiving the eye tracking data which can include a plurality of scanpaths, each scanpath representing a sequence of regions of interest on a stimulus image. A dotplot can be generated and can include each of the plurality of scanpaths. One or more patterns within the eye tracking data can be identified based on the dotplot.
摘要翻译： 本发明的实施例提供用于分析眼睛跟踪数据的系统和方法。 眼睛跟踪数据可以表示多个不同的扫描路径，并且可以被分析，例如，以查找扫描路径之间的图案或共同性。 根据一个实施例，分析眼睛跟踪数据的方法可以包括接收可以包括多个扫描路径的眼睛跟踪数据，每个扫描路径表示刺激图像上的感兴趣区域序列。 可以生成点图并且可以包括多个扫描路径中的每一个。 可以基于点图来识别眼睛跟踪数据内的一个或多个图案。
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公开(公告)号：US08139063B2
公开(公告)日：2012-03-20
申请号：US11745280
申请日：2007-05-07
IPC分类号： G06T11/20
CPC分类号： G06T11/206 , G06F7/49947
摘要： Systems and methods in accordance with various embodiments of the present invention provide for the rendering of data visualizations with minimal round-off errors. The data visualization method represents a dataset as graphical elements within a graphical layout area by performing layout of a data value within the dataset on the graphical layout area. The data value is positioned on the graphical layout area by determining a floating point position of the data value. A round-off error is calculated by casting the floating point position to an integer position on the graphical layout area. The round-off error is distributed to one or more subsequent data values that are yet to be positioned on the graphical layout area.
摘要翻译： 根据本发明的各种实施例的系统和方法提供了具有最小舍入误差的数据可视化的呈现。 数据可视化方法通过在图形布局区域上执行数据集内的数据值的布局来将数据集表示为图形布局区域内的图形元素。 通过确定数据值的浮点位置，将数据值定位在图形布局区域上。 通过将浮点位置转换为图形布局区域上的整数位置来计算舍入误差。 舍入误差被分配到尚未定位在图形布局区域上的一个或多个后续数据值。
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公开(公告)号：US20080278496A1
公开(公告)日：2008-11-13
申请号：US11745280
申请日：2007-05-07
IPC分类号： G06T11/20
CPC分类号： G06T11/206 , G06F7/49947
摘要： Systems and methods in accordance with various embodiments of the present invention provide for the rendering of data visualizations with minimal round-off errors. The data visualization method represents a dataset as graphical elements within a graphical layout area by performing layout of a data value within the dataset on the graphical layout area. The data value is positioned on the graphical layout area by determining a floating point position of the data value. A round-off error is calculated by casting the floating point position to an integer position on the graphical layout area. The round-off error is distributed to one or more subsequent data values that are yet to be positioned on the graphical layout area.
摘要翻译： 根据本发明的各种实施例的系统和方法提供了具有最小舍入误差的数据可视化的呈现。 数据可视化方法通过在图形布局区域上执行数据集内的数据值的布局来将数据集表示为图形布局区域内的图形元素。 通过确定数据值的浮点位置，将数据值定位在图形布局区域上。 通过将浮点位置转换为图形布局区域上的整数位置来计算舍入误差。 舍入误差被分配到尚未定位在图形布局区域上的一个或多个后续数据值。
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