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公开(公告)号：US09292575B2
公开(公告)日：2016-03-22
申请号：US12950809
申请日：2010-11-19
IPC分类号： G06F17/30
CPC分类号： G06F17/30489
摘要： Dynamically aggregating data is provided. A server device receives a subscriber request for a report based on a subset of metadata contained in a data dimensions catalog. The server device analyzes data aggregation requirements from a plurality of data sources for the report based on the subset of metadata defined in the subscriber request. The server device generates a data access plan for movement of data from the plurality of data sources based on the data aggregation requirements for the report. Then, the server device executes the data access plan to fetch the data from the plurality of data sources based on the data aggregation requirements for the report.
摘要翻译： 提供动态聚合数据。 服务器设备基于包含在数据维度目录中的元数据的子集来接收用于报告的用户请求。 服务器设备基于订阅者请求中定义的元数据的子集来分析来自报告的多个数据源的数据聚集要求。 服务器设备根据报告的数据聚集要求生成用于从多个数据源移动数据的数据访问计划。 然后，服务器设备根据报告的数据聚合要求执行数据访问计划，以从多个数据源获取数据。
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公开(公告)号：US20120130987A1
公开(公告)日：2012-05-24
申请号：US12950809
申请日：2010-11-19
IPC分类号： G06F17/30
CPC分类号： G06F17/30489
摘要： A method for dynamically aggregating data is provided. A server device receives a subscriber request for a report based on a subset of metadata contained in a data dimensions catalog. The server device analyzes data aggregation requirements from a plurality of data sources for the report based on the subset of metadata defined in the subscriber request. The server device generates a data access plan for movement of data from the plurality of data sources based on the data aggregation requirements for the report. Then, the server device executes the data access plan to fetch the data from the plurality of data sources based on the data aggregation requirements for the report. A computer system and computer program product for dynamically aggregating data are also provided.
摘要翻译： 提供了一种动态聚合数据的方法。 服务器设备基于包含在数据维度目录中的元数据的子集来接收用于报告的用户请求。 服务器设备基于订阅者请求中定义的元数据的子集来分析来自报告的多个数据源的数据聚集要求。 服务器设备根据报告的数据聚集要求生成用于从多个数据源移动数据的数据访问计划。 然后，服务器设备根据报告的数据汇总要求，执行数据访问计划，从多个数据源取出数据。 还提供了用于动态聚合数据的计算机系统和计算机程序产品。
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公开(公告)号：US20110202484A1
公开(公告)日：2011-08-18
申请号：US12708053
申请日：2010-02-18
申请人： Nikolaos Anerousis , Abhijit Bose , Jimeng Sun , Duo Zhang
发明人： Nikolaos Anerousis , Abhijit Bose , Jimeng Sun , Duo Zhang
CPC分类号： G06N7/005
摘要： Access is obtained to a parallel corpus including a problem corpus and a solution corpus. A first plurality of topics are mined from the problem corpus and a second plurality of topics are mined from the solution corpus. A transition probability from the first plurality of topics to the second plurality of topics is determined, to identify a most appropriate one of the topics from the solution corpus for a given one of the topics from the problem corpus.
摘要翻译： 获取包含问题语料库和解决方案语料库的并行语料库。 从问题语料库中挖掘出第一多个主题，并从解决方案语料库中挖掘出第二个主题。 确定从第一多个主题到第二多个主题的转移概率，以从问题语料库中的给定一个主题的解语料库中识别最合适的一个主题。
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公开(公告)号：US20140082024A1
公开(公告)日：2014-03-20
申请号：US12917469
申请日：2010-11-01
申请人： Nan Cao , Shixia Liu , Wei Hong Qian , Lei Shi , Jimeng Sun
发明人： Nan Cao , Shixia Liu , Wei Hong Qian , Lei Shi , Jimeng Sun
IPC分类号： G06F17/30
CPC分类号： G06F17/30601 , G06F17/30572
摘要： The invention provides a method and system for visualization of a data set, the method comprises: dividing the data set into a plurality of information layers based on different information dimensions; and visually processing the plurality of information layers based on different information dimensions, respectively, in order to present respective views of the plurality of information layers. In the present invention, by visualizing the data set through presenting different overviews of the data set from different information dimensions, respectively, the presentation of comprehensive information of the data set to a data set analyst is ensured while distortion of presented contents as well as visual clutter are prevented.
摘要翻译： 本发明提供了一种用于可视化数据集的方法和系统，该方法包括：基于不同的信息维度将数据集划分成多个信息层; 并且分别基于不同的信息维度可视地处理多个信息层，以便呈现多个信息层的各个视图。 在本发明中，通过分别通过从不同的信息维度呈现数据集的不同概况来可视化数据集，确保了数据集分析器的综合信息的呈现，同时呈现内容以及视觉 杂乱无章。
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公开(公告)号：US08645339B2
公开(公告)日：2014-02-04
申请号：US13294598
申请日：2011-11-11
申请人： U Kang , Ching-Yung Lin , Jimeng Sun , Hanghang Tong
发明人： U Kang , Ching-Yung Lin , Jimeng Sun , Hanghang Tong
CPC分类号： G06F17/30533 , G06F17/30958
摘要： A method, system and computer program product for managing and querying a graph. The method includes the steps of: receiving a graph; partitioning the graph into homogeneous blocks; compressing the homogeneous blocks; and storing the compressed homogeneous blocks in files where at least one of the steps is carried out using a computer device.
摘要翻译： 用于管理和查询图形的方法，系统和计算机程序产品。 该方法包括以下步骤：接收图形; 将图划分成均匀块; 压制均质块; 以及将压缩的均匀块存储在使用计算机设备执行至少一个步骤的文件中。
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6.发明申请公开(公告)号：US20130282393A1
公开(公告)日：2013-10-24
申请号：US13611366
申请日：2012-09-12
申请人： Shahram Ebadollahi , Jianying Hu , Dijun Luo , Marianthi Markatou , Jimeng Sun , Fei Wang
发明人： Shahram Ebadollahi , Jianying Hu , Dijun Luo , Marianthi Markatou , Jimeng Sun , Fei Wang
IPC分类号： G06Q50/22
摘要： Systems and methods for risk factor identification include identifying a first set of risk factors from personal data. A second set of risk factors is identified from at least one of a user input and a knowledge source. The first set is combined with the second set, using a processor, by selecting a number of risk factors from the first set that augment the second set of risk factors to determine a combined list of risk factors that predict a condition of interest.
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公开(公告)号：US09600795B2
公开(公告)日：2017-03-21
申请号：US13442462
申请日：2012-04-09
申请人： Steve Demuth , Aliza R. Heching , Jimeng Sun , Judah M. Diament
发明人： Steve Demuth , Aliza R. Heching , Jimeng Sun , Judah M. Diament
CPC分类号： G06Q10/067 , G06F17/30864 , G06N5/00 , G06N5/04 , G06Q10/06
摘要： Common sub-process patterns in a plurality of deployed process models may be discovered, and performance measures associated with the sub-process patterns may be computed based on runtime events of the deployed process models. Positive or negative performance patterns among sub-process patterns may be identified and used for creating new process models or improving existing process models.
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公开(公告)号：US09087117B2
公开(公告)日：2015-07-21
申请号：US12917469
申请日：2010-11-01
申请人： Nan Cao , Lei Shi , Jimeng Sun , Wei Hong Qian , Shixia Liu
发明人： Nan Cao , Lei Shi , Jimeng Sun , Wei Hong Qian , Shixia Liu
IPC分类号： G06F17/30
CPC分类号： G06F17/30601 , G06F17/30572
摘要： The invention provides a method and system for visualization of a data set, the method comprises: dividing the data set into a plurality of information layers based on different information dimensions; and visually processing the plurality of information layers based on different information dimensions, respectively, in order to present respective views of the plurality of information layers. In the present invention, by visualizing the data set through presenting different overviews of the data set from different information dimensions, respectively, the presentation of comprehensive information of the data set to a data set analyst is ensured while distortion of presented contents as well as visual clutter are prevented.
摘要翻译： 本发明提供了一种用于可视化数据集的方法和系统，该方法包括：基于不同的信息维度将数据集划分成多个信息层; 并且分别基于不同的信息维度可视地处理多个信息层，以便呈现多个信息层的各个视图。 在本发明中，通过分别通过从不同的信息维度呈现数据集的不同概况来可视化数据集，确保了数据集分析器的综合信息的呈现，同时呈现内容以及视觉 杂乱无章。
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9.发明授权Determining the importance of data items and their characteristics using centrality measures 有权使用中心性措施确定数据项的重要性及其特征公开(公告)号：US08818918B2
公开(公告)日：2014-08-26
申请号：US13096220
申请日：2011-04-28
申请人： Ching-Yung Lin , Hanghang Tong , Jimeng Sun , Spyridon Papadimitriou , U Kang
发明人： Ching-Yung Lin , Hanghang Tong , Jimeng Sun , Spyridon Papadimitriou , U Kang
CPC分类号： G06N5/003
摘要： Computer-implemented methods, systems, and articles of manufacture for determining the importance of a data item. A method includes: (a) receiving a node graph; (b) approximating a number of neighbor nodes of a node; and (c) calculating a average shortest path length of the node to the remaining nodes using the approximation step, where this calculation demonstrates the importance of a data item represented by the node. Another method includes: (a) receiving a node graph; (b) building a decomposed line graph of the node graph; (c) calculating stationary probabilities of incident edges of a node graph node in the decomposed line graph, and (d) calculating a summation of the stationary probabilities of the incident edges associated with the node, where the summation demonstrates the importance of a data item represented by the node. Both methods have at least one step carried out using a computer device.
摘要翻译： 用于确定数据项的重要性的计算机实现的方法，系统和制造。 一种方法包括：（a）接收节点图; （b）近似一个节点的邻居节点数; 和（c）使用近似步骤计算节点与剩余节点的平均最短路径长度，其中该计算表明由节点表示的数据项的重要性。 另一种方法包括：（a）接收节点图; （b）构建节点图的分解线图; （c）计算分解线图中节点图形节点的入射边缘的固定概率，以及（d）计算与节点相关联的入射边缘的固定概率的总和，其中求和表示数据项的重要性 由节点表示。 两种方法都使用计算机设备进行至少一个步骤。
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公开(公告)号：US08566268B2
公开(公告)日：2013-10-22
申请号：US13070084
申请日：2011-03-23
申请人： Shahram Ebadollahi , Jimeng Sun , Fei Wang
发明人： Shahram Ebadollahi , Jimeng Sun , Fei Wang
摘要： A system and method for a composite distance metric leveraging multiple expert judgments includes inputting a data distribution of multiple expert judgments stored on a computer readable storage medium. Base distance metrics are converted into neighborhoods for comparison, wherein each base distance metric represents an expert. The neighborhoods are combined to leverage the local discriminalities of all base distance metrics by applying at least one iterative process to output a composite distance metric.
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