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71. 发明授权

US06658358B2 Method and system for computing forces on data objects for physics-based visualization 有权
标题翻译：用于计算物理基础可视化数据对象的力的方法和系统
公开(公告)号：US06658358B2
公开(公告)日：2003-12-02
申请号：US10138875
申请日：2002-05-02
申请人： Ming C. Hao , Umeshwar Dayal , Meichun Hsu , Thomas Holenstein , Markus Gross
发明人： Ming C. Hao , Umeshwar Dayal , Meichun Hsu , Thomas Holenstein , Markus Gross
IPC分类号： G06F1900
CPC分类号： G06F17/50
摘要： A method and system thereof for computing forces on data objects in a physics-based visualization system are described. First forces exerted on a data object by other data objects in the plurality are determined without considering the similarity between data objects. Second forces exerted on the data object by a portion of the other data objects, each data object in the portion having a degree of similarity to the data object, are determined considering the similarity between data objects. The first forces are adjusted using the second forces to determine a net force on the data object. The net force is thus determined without having to consider similarity between all data objects in the plurality.
摘要翻译：描述了一种用于在基于物理的可视化系统中对数据对象计算力的方法和系统。在不考虑数据对象之间的相似性的情况下确定由多个中的其他数据对象施加在数据对象上的第一力。考虑到数据对象之间的相似度来确定由其他数据对象的一部分施加在数据对象上的第二力，该部分中的数据对象与数据对象具有相似程度。使用第二个力调整第一个力来确定数据对象上的净力。因此确定净力，而不必考虑多个中的所有数据对象之间的相似性。

72. 发明授权

US09613123B2 Data stream processing 有权
公开(公告)号：US09613123B2
公开(公告)日：2017-04-04
申请号：US12422875
申请日：2009-04-13
申请人： Chetan Kumar Gupta , Song Wang , Ismail Ari , Ming C. Hao , Umeshwar Dayal , Abhay Mehta
发明人： Chetan Kumar Gupta , Song Wang , Ismail Ari , Ming C. Hao , Umeshwar Dayal , Abhay Mehta
IPC分类号： G06F7/00 , G06F17/30 , G06F17/00
CPC分类号： G06F17/30592 , G06F17/30705 , G06F17/30994
摘要： A method of processing a stream of raw data from a plurality of distributed data producing devices includes reducing the raw data to a plurality of representative synopsis coefficients, organizing the synopsis coefficients into a data structure with at least three dimensions, including a time window dimension and an accuracy dimension. Responsive to a detected anomaly in the data structure, at least one of a predetermined autonomous action and an action directed by a user is performed.

73. 发明授权

US09460444B2 Visual representation of a cell-based calendar transparently overlaid with event visual indicators for mining data records 有权
标题翻译：基于单元格的日历的视觉表示透明地覆盖了用于挖掘数据记录的事件可视指示符
公开(公告)号：US09460444B2
公开(公告)日：2016-10-04
申请号：US12807378
申请日：2010-09-03
申请人： Ming C. Hao , Umeshwar Dayal , Lars-Erik Haug , Christian Rohrdantz
发明人： Ming C. Hao , Umeshwar Dayal , Lars-Erik Haug , Christian Rohrdantz
IPC分类号： G06F17/00 , G06Q30/02 , G06F17/24
CPC分类号： G06Q30/0203 , G06F17/246
摘要： A system causes display of a visual representation of a cell-based calendar having cells representing data records, where the cells have corresponding visual indicators corresponding to values of the respective data records. The cells are arranged in plural blocks corresponding to time intervals of the cell-based calendar. Event visual indicators transparently overlay cells in at least some of the plural blocks, where the event visual indicators represent events that occurred in time intervals corresponding to the at least some blocks. The events are separate from activities represented by the data records. Providing the event visual indicators transparently overlaid over the cells in the at least some blocks depict a relationship and relative impact between the data records and the events.
摘要翻译：系统显示具有表示数据记录的单元的基于单元的日历的可视表示，其中单元具有对应于相应数据记录的值的对应视觉指示符。单元被布置成与基于单元的日历的时间间隔相对应的多个块。事件视觉指示器在多个块中的至少一些块中透明地覆盖小区，其中事件可视指示符表示在与至少一些块对应的时间间隔中发生的事件。事件与数据记录表示的活动分开。提供透明地覆盖在至少一些块中的单元的事件视觉指示器描绘了数据记录和事件之间的关系和相对影响。

74. 发明申请

US20140344243A1 Sentiment Trent Visualization Relating to an Event Occuring in a Particular Geographic Region 有权
标题翻译：关于在特定地理区域发生的事件的情绪特伦特可视化
公开(公告)号：US20140344243A1
公开(公告)日：2014-11-20
申请号：US14122357
申请日：2011-06-08
申请人： Ming C. Hao , Umeshwar Dayal , Bao-Yao Zhou , Chen Chang , Meichun Hsu , Mohamed E. Dekhil , Riddhimah Ghosh , Christian Rohrdantz
发明人： Ming C. Hao , Umeshwar Dayal , Bao-Yao Zhou , Chen Chang , Meichun Hsu , Mohamed E. Dekhil , Riddhimah Ghosh , Christian Rohrdantz
IPC分类号： G06F17/30 , G06Q30/02
CPC分类号： G06F17/3087 , G06F17/30241 , G06F17/30696 , G06F17/30734 , G06Q30/0205
摘要： An event occurring in a particular geographic region is identified based on disseminated information containing public commentary in the particular geographic region. Attributes that are related to the event are identified, and sentiment words relating to the identified event are extracted from the disseminated information, where the extracted sentiment words are in a local language of the particular geographic region. A sentiment trend visualization is generated that depicts a trend of sentiments of at least a particular one of the identified attributes, wherein the sentiments are based on the sentiment words for at least the particular attribute.
摘要翻译：基于在特定地理区域中包含公众评论的传播信息来识别特定地理区域中发生的事件。识别与事件相关的属性，并且从传播信息中提取与所识别的事件相关的情绪词，其中提取的情绪词是特定地理区域的本地语言。生成情绪趋势可视化，其描绘至少一个特定的所识别的属性的情绪趋势，其中情绪基于至少该特定属性的情感词。

75. 发明授权

US08427478B2 Displaying continually-incoming time series that uses overwriting of one portion of the time series data while another portion of the time series data remains unshifted 有权
标题翻译：显示使用覆盖时间序列数据的一部分的连续输入时间序列，而时间序列数据的另一部分保持不变
公开(公告)号：US08427478B2
公开(公告)日：2013-04-23
申请号：US12290252
申请日：2008-10-28
申请人： Ming C. Hao , Umeshwar Dayal , Daniel A. Keim
发明人： Ming C. Hao , Umeshwar Dayal , Daniel A. Keim
IPC分类号： G06T15/00
CPC分类号： G06T11/206 , G06Q40/06 , H04L43/045
摘要： Continually-incoming time series data is displayed in a visualization screen. In response to detecting that the visualization screen has become full with time series data, a first portion of the time series data is overwritten with additional incoming data such that the additional incoming data replaces the first portion of the time series data in the visualization screen. A second portion of the time series data is maintained unshifted even though the additional incoming data has been added to the visualization screen.
摘要翻译：持续进入的时间序列数据显示在可视化屏幕中。响应于通过时间序列数据检测到可视化屏幕变满，时间序列数据的第一部分被附加的输入数据重写，使得附加输入数据替换可视化屏幕中的时间序列数据的第一部分。即使附加的输入数据已被添加到可视化屏幕，时间序列数据的第二部分保持不移动。

76. 发明授权

US08212817B2 Spatial temporal visual analysis of thermal data 有权
标题翻译：热量数据的空间时间视觉分析
公开(公告)号：US08212817B2
公开(公告)日：2012-07-03
申请号：US12290616
申请日：2008-10-31
申请人： Ming C. Hao , Umeshwar Dayal , Ratnesh Kumar Sharma , Chandrakat Patel
发明人： Ming C. Hao , Umeshwar Dayal , Ratnesh Kumar Sharma , Chandrakat Patel
IPC分类号： G06T11/20
CPC分类号： G07C3/12
摘要： Systems, methods, and other embodiments associated with spatial temporal visual analysis of thermal data are described. One example system includes recording a set of temperature data including multiple dimensions of data from a set of sensors attached to racks of computers in a data center. The example system also includes displaying the multiple dimensions of data in a two dimension graphic. The example system also includes performing spatial temporal visual analysis techniques to correlate temperature states, discover thermal exceptions, and so on, in the graphic.
摘要翻译：描述了与热数据的空间时间视觉分析相关联的系统，方法和其他实施例。一个示例性系统包括记录一组温度数据，包括来自附接到数据中心中的计算机机架的一组传感器的数据的多个维度。示例系统还包括在二维图形中显示数据的多个维度。该示例系统还包括执行空间时间视觉分析技术以在图形中关联温度状态，发现热异常等。

77. 发明申请

US20120060080A1 Visual representation of a cell-based calendar transparently overlaid with event visual indicators for mining data records 有权
标题翻译：基于单元格的日历的视觉表示透明地覆盖了用于挖掘数据记录的事件可视指示符
公开(公告)号：US20120060080A1
公开(公告)日：2012-03-08
申请号：US12807378
申请日：2010-09-03
申请人： Ming C. Hao , Umeshwar Dayal , Lars-Erik Haug , Christian Rohrdantz
发明人： Ming C. Hao , Umeshwar Dayal , Lars-Erik Haug , Christian Rohrdantz
IPC分类号： G06F17/00
CPC分类号： G06Q30/0203 , G06F17/246
摘要： A system causes display of a visual representation of a cell-based calendar having cells representing data records, where the cells have corresponding visual indicators corresponding to values of the respective data records. The cells are arranged in plural blocks corresponding to time intervals of the cell-based calendar. Event visual indicators transparently overlay cells in at least some of the plural blocks, where the event visual indicators represent events that occurred in time intervals corresponding to the at least some blocks. The events are separate from activities represented by the data records. Providing the event visual indicators transparently overlaid over the cells in the at least some blocks depict a relationship and relative impact between the data records and the events.
摘要翻译：系统显示具有表示数据记录的单元的基于单元的日历的可视表示，其中单元具有对应于相应数据记录的值的对应视觉指示符。单元被布置成与基于单元的日历的时间间隔相对应的多个块。事件视觉指示器在多个块中的至少一些块中透明地覆盖小区，其中事件可视指示符表示在与至少一些块对应的时间间隔中发生的事件。事件与数据记录表示的活动分开。提供透明地覆盖在至少一些块中的单元的事件视觉指示器描绘了数据记录和事件之间的关系和相对影响。

78. 发明申请

US20120041963A1 PROVIDING SELECTED ATTRIBUTES OF STREAMING DATA FOR DISPLAY BY A VISUALIZATION ENGINE 审中-公开
标题翻译：提供选择的可视化发动机显示数据流的属性
公开(公告)号：US20120041963A1
公开(公告)日：2012-02-16
申请号：US12854967
申请日：2010-08-12
申请人： Guruprasad Chintakunta , Rajesh Kottakota , Ming C. Hao , Song Wang , Chetan Kumar Gupta , Abhay Mehta , Umeshwar Dayal
发明人： Guruprasad Chintakunta , Rajesh Kottakota , Ming C. Hao , Song Wang , Chetan Kumar Gupta , Abhay Mehta , Umeshwar Dayal
IPC分类号： G06F17/30
CPC分类号： H04L65/601
摘要： An adapter receives tuples of streaming data from a streaming data source. The adapter extracts selected attributes from the tuples of streaming data, and writes the selected attributes to a buffer associated with a visualization engine for displaying the selected attributes in a visualization screen. The selected attributes are written to the buffer according to a predefined format supported by the visualization engine. The adapter receives interactive user input to change the selected attributes to be extracted from the tuples and written to the buffer.
摘要翻译：适配器从流数据源接收流数据的元组。适配器从流数据的元组提取所选属性，并将所选择的属性写入与可视化引擎相关联的缓冲器，以在可视化屏幕中显示所选择的属性。所选择的属性根据可视化引擎支持的预定格式写入缓冲区。适配器接收交互式用户输入，以更改要从元组中提取的所选属性并写入缓冲区。

79. 发明申请

US20110298804A1 VISUAL DISPLAY OF DATA FROM A PLURALITY OF DATA SOURCES 审中-公开
标题翻译：从多个数据源可视化显示数据
公开(公告)号：US20110298804A1
公开(公告)日：2011-12-08
申请号：US12795580
申请日：2010-06-07
申请人： Ming C. Hao , Umeshwar Dayal , Ram Ranganathan
发明人： Ming C. Hao , Umeshwar Dayal , Ram Ranganathan
IPC分类号： G06T11/20
CPC分类号： G06T11/206 , G06T11/203 , G06T11/40 , H04L43/045
摘要： Systems and methods are provided for viewing, aligning, and correlating data in a visual display from data sources in data management systems. In one method, data sources in a data management system can be identified. Data attributes from the data sources can be displayed together as graphical cells over a common timeline as a reference for cell attribute columns. A first graphical cell in an attribute column at a time position on the common timeline can be selected. The graphical cell can represent a data record for a time measurement interval. A second graphical cell can be aligned with the first graphical cell based on the time position. The second graphical cell can be positioned in a same cell column as the first graphical cell and represent data obtained at a substantially same time as the data represented by the first graphical cell.
摘要翻译：提供了系统和方法，用于在数据管理系统中的数据源的视觉显示中查看，对齐和关联数据。在一种方法中，可以识别数据管理系统中的数据源。来自数据源的数据属性可以作为图形单元格显示在公共时间轴上，作为单元格属性列的参考。可以选择公共时间轴上时间位置的属性列中的第一个图形单元格。图形单元格可以表示时间测量间隔的数据记录。基于时间位置，第二图形单元可与第一图形单元对准。第二图形单元可以位于与第一图形单元相同的单元格列中，并且表示与由第一图形单元表示的数据基本相同的时间获得的数据。

80. 发明授权

US07941742B1 Visualizing growing time series data in a single view 有权
标题翻译：在单个视图中可视化日渐增长的时间序列数据
公开(公告)号：US07941742B1
公开(公告)日：2011-05-10
申请号：US11796840
申请日：2007-04-30
申请人： Ming C. Hao , Umeshwar Dayal , Chantal Tremblay , Meichun Hsu
发明人： Ming C. Hao , Umeshwar Dayal , Chantal Tremblay , Meichun Hsu
IPC分类号： G06F17/00 , G09G5/00 , G09G5/02
CPC分类号： G06T11/206
摘要： To visualize growing time series data, first data values of a time series are presented for display in a single view, where the data values are for display in cells according to a first density in the view. Additional data values of the time series are received, and a density of the view is modified in response to receiving the additional data values. The first data values and additional data values are presented for display in cells arranged according to the modified density in the view.
摘要翻译：为了可视化日益增长的时间序列数据，呈现时间序列的第一数据值以在单个视图中显示，其中数据值根据视图中的第一密度在单元格中显示。接收时间序列的附加数据值，并且响应于接收附加数据值来修改视图的密度。呈现第一数据值和附加数据值以便在视图中根据修改的密度排列的单元格中显示。

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