公开(公告)号：US20130185315A1

公开(公告)日：2013-07-18

申请号：US13823228

申请日：2010-09-30

申请人： Ming C. Hao ,  Umeshwar Dayal ,  Christian Rohrdantz

发明人： Ming C. Hao ,  Umeshwar Dayal ,  Christian Rohrdantz

IPC分类号： G06F17/30

CPC分类号： G06F16/24578 ,  G06Q30/02

摘要： Example embodiments relate to identification of events of interest from a feed including a plurality of events. Example embodiments may determine an interestingness score for each of a plurality of time intervals, each time interval including one or more events from the feed of events. Example embodiments may then select a time interval or output a visualization of the time interval, where the score of the time interval indicates that the time interval is likely to contain events of interest.

摘要翻译： 示例实施例涉及从包括多个事件的馈送中识别感兴趣的事件。 示例性实施例可以确定多个时间间隔中的每一个的兴趣度分数，每个时间间隔包括来自馈送事件的一个或多个事件。 然后，示例性实施例可以选择时间间隔或输出时间间隔的可视化，其中时间间隔的得分指示时间间隔可能包含感兴趣的事件。

公开(公告)号：US20130097592A1

公开(公告)日：2013-04-18

申请号：US13274316

申请日：2011-10-15

申请人： Alkiviadis Simitsis ,  William K. Wilkinson ,  Umeshwar Dayal

发明人： Alkiviadis Simitsis ,  William K. Wilkinson ,  Umeshwar Dayal

IPC分类号： G06F9/45

CPC分类号： G06Q10/0633 ,  G06F8/10

摘要： A computer implemented method and apparatus display an information integration flow graph, receive user input selecting a modification to apply to the displayed information integration flow graph and modify the information integration flow graph based on the selected modification to form a modified information integration flow graph, wherein the modified information integration flow graph is displayed.

摘要翻译： 计算机实现的方法和装置显示信息集成流程图，接收用户输入选择适用于显示的信息集成流程图的修改，并且基于所选择的修改来修改信息集成流程图以形成修改的信息集成流程图，其中 显示修改后的信息集成流程图。

公开(公告)号：US20120317049A1

公开(公告)日：2012-12-13

申请号：US13155570

申请日：2011-06-08

申请人： Ming C. Hao ,  Umeshwar Dayal ,  Christian Rohrdantz ,  Meichun Hsu ,  Mohamed E. Dekhil ,  Riddhiman Ghosh

发明人： Ming C. Hao ,  Umeshwar Dayal ,  Christian Rohrdantz ,  Meichun Hsu ,  Mohamed E. Dekhil ,  Riddhiman Ghosh

IPC分类号： G06Q10/00

CPC分类号： G06Q10/00

摘要： Data records containing user feedback regarding at least one offering are received. From among candidate attributes in the received data records, a subset of attributes that relate to user sentiment regarding the at least one offering is selected, where the selecting is according to selection criteria including frequency of occurrence of the candidate attributes, relative amounts of negative and positive feedback associated with the candidate attributes, and time density of feedback associated with the candidate attributes. A visualization of at least one sentiment characteristic of the selected subset of attributes that relate to user sentiment is presented for display.

摘要翻译： 收到包含至少一个产品的用户反馈的数据记录。 从所接收的数据记录中的候选属性中，选择与关于至少一个产品的用户情绪相关的属性子集，其中选择是根据选择标准，包括候选属性的出现频率，负的相对量和 与候选属性相关联的正反馈以及与候选属性相关联的反馈的时间密度。 呈现与用户情绪相关的所选择的属性子集的至少一个情绪特征的可视化显示。

公开(公告)号：US20110202387A1

公开(公告)日：2011-08-18

申请号：US13093063

申请日：2011-04-25

申请人： Mehmet Sayal ,  Maria Guadalupe Castellanos ,  Umeshwar Dayal

发明人： Mehmet Sayal ,  Maria Guadalupe Castellanos ,  Umeshwar Dayal

IPC分类号： G06Q10/00

CPC分类号： G06Q30/04 ,  G06Q10/06375 ,  G06Q30/0202

摘要： Embodiments in accordance with the present invention include methods and systems for data prediction. A method includes analyzing time-series data in a business process with a single-metric technique and with a multiple-metric technique; and combining predictions from the single-metric technique and the multiple-metric technique to predict a predetermined change in the business process

摘要翻译： 根据本发明的实施例包括用于数据预测的方法和系统。 一种方法包括使用单度量技术和多度量技术来分析业务流程中的时间序列数据; 并结合来自单一度量技术和多度量技术的预测来预测业务流程中的预定变化

公开(公告)号：US20110016107A1

公开(公告)日：2011-01-20

申请号：US12505503

申请日：2009-07-19

申请人： Harumi Kuno ,  Murali Mallela Krishna ,  Umeshwar Dayal ,  Meichun Hsu

发明人： Harumi Kuno ,  Murali Mallela Krishna ,  Umeshwar Dayal ,  Meichun Hsu

IPC分类号： G06F17/30

CPC分类号： G06F16/24542

摘要： A database query is submitted to a first query optimizer to receive a first query plan from the first query optimizer. The first query plan is set as a current query plan. As an entry point, the current query plan is executed against the database within a given environment of the database. Where execution of the current query plan within the given environment is problematic, the execution of the current query plan is prematurely terminated, and the database query is submitted to a second query optimizer. Where a second query plan that is different than any previous query plan for the database query has been received from the second query optimizer, the second query plan is set as the current query plan, and a risk to the database in executing the current query plan is determined. Where the risk is less than a threshold, the entry point is proceeded to.

摘要翻译： 数据库查询被提交给第一个查询优化器以从第一个查询优化器接收第一个查询计划。 第一个查询计划被设置为当前查询计划。 作为入口点，在数据库的给定环境内，针对数据库执行当前查询计划。 在给定环境中执行当前查询计划有问题的情况下，当前查询计划的执行过早终止，并将数据库查询提交给第二个查询优化程序。 在从第二个查询优化器接收到与数据库查询的任何先前查询计划不同的第二个查询计划的情况下，将第二个查询计划设置为当前查询计划，并在数据库执行当前查询计划时承担风险 决心，决意，决定。 如果风险小于阈值，则进入入口点。

公开(公告)号：US07822629B2

公开(公告)日：2010-10-26

申请号：US09464311

申请日：1999-12-15

申请人： Qiming Chen ,  Umeshwar Dayal ,  Meichun Hsu

发明人： Qiming Chen ,  Umeshwar Dayal ,  Meichun Hsu

IPC分类号： G06Q99/00

CPC分类号： G06Q30/02 ,  G06Q30/0201

摘要： A customer profiling apparatus is provided for conducting customer behavior pattern analysis. The apparatus includes processing circuitry, a data warehouse, a profiling engine, and at least one computer program. The processing circuitry is operative to process customer records. The data warehouse is coupled with the processing circuitry and is configured to store the processed customer records. The profiling engine communicates with the data warehouse and is operative to build and update customer behavior profiles by mining the customer records that flow into the data warehouse. The at least one computer program is performed by the profiling engine, and is operative to define behavior profiles as data cubes and derive similarity measures on patterns extracted from the behavior profiles. A method is also provided.

摘要翻译： 提供客户分析设备进行客户行为模式分析。 该装置包括处理电路，数据仓库，分析引擎和至少一个计算机程序。 处理电路可操作以处理客户记录。 数据仓库与处理电路耦合，并被配置为存储处理后的客户记录。 分析引擎与数据仓库进行通信，并通过挖掘流入数据仓库的客户记录来建立和更新客户行为概况。 所述至少一个计算机程序由所述分析引擎执行，并且可操作以将行为简档定义为数据立方体并且从所述行为简档中提取的模式导出相似性度量。 还提供了一种方法。

公开(公告)号：US20100262613A1

公开(公告)日：2010-10-14

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： G06F17/30

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.

摘要翻译： 一种从多个分布式数据产生装置处理原始数据流的方法包括将原始数据减少为多个代表性概要系数，将概要系数组织成具有至少三维的数据结构，包括时间窗口尺寸和 精度维度。 响应于数据结构中检测到的异常，执行预定的自主动作和由用户指导的动作中的至少一个。

公开(公告)号：US20100188413A1

公开(公告)日：2010-07-29

申请号：US12321612

申请日：2009-01-23

申请人： Ming C. Hao ,  Umeshwar Dayal

发明人： Ming C. Hao ,  Umeshwar Dayal

IPC分类号： G09G5/02 ,  G06T11/20

CPC分类号： G06F17/30572 ,  G06T11/001

摘要： To provide non-overlapping visualization of data points of a scatter plot, bins in a visualization screen are defined. The bins are defined along a first dimension by a first attribute of the data points, and along a second dimension by a second attribute of the data points. Cells representing corresponding data points in the bins are placed using a placement algorithm that positions the cells in the bins according to values of the first and second attributes of the corresponding data points. If the placement algorithm detects plural data points that have identical values of the first and second attributes, the placement algorithm groups the data points having the identical values in nearby positions surrounding a position corresponding to the identical values of the first and second attributes to avoid overlay of the data points having the identical values of the first and second attributes.

摘要翻译： 为了提供散点图的数据点的非重叠可视化，定义了可视化屏幕中的仓。 通过数据点的第一属性沿着第一维度定义箱体，并且沿第二维度通过数据点的第二属性来定义箱体。 使用放置算法来放置表示分区中的对应数据点的单元，该放置算法根据相应数据点的第一和第二属性的值将单元格定位在箱中。 如果放置算法检测到具有相同值的第一和第二属性的多个数据点，则放置算法将具有相同值的数据点组合在围绕与第一和第二属性的相同值相对应的位置的附近位置，以避免覆盖 的数据点具有与第一和第二属性相同的值。

公开(公告)号：US20100110076A1

公开(公告)日：2010-05-06

申请号：US12290616

申请日：2008-10-31

申请人： Ming C. Hao ,  Umeshwar Dayal ,  Rantnesh Kumar Sharma ,  Chandrakat Patel

发明人： Ming C. Hao ,  Umeshwar Dayal ,  Rantnesh Kumar Sharma ,  Chandrakat Patel

IPC分类号： G06T11/20 ,  G08B17/00

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，包括来自连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。

公开(公告)号：US20100103176A1

公开(公告)日：2010-04-29

申请号：US12290322

申请日：2008-10-28

申请人： Ming C. Hao ,  Umeshwar Dayal ,  Alex X. Zhang

发明人： Ming C. Hao ,  Umeshwar Dayal ,  Alex X. Zhang

IPC分类号： G06T11/20

CPC分类号： G01N15/1475 ,  G01N2015/1472

摘要： Non-overlapping visualization of data records of a scatter plot is provided by providing rows and columns in a visualization screen containing cells representing respective data records. The rows correspond to value ranges of a first attribute, and the columns correspond to value ranges of a second attribute. The value ranges are automatically generated for the rows and columns from data values of the data records.

摘要翻译： 通过在包含表示相应数据记录的单元格的可视化屏幕中提供行和列来提供散点图的数据记录的非重叠可视化。 行对应于第一属性的值范围，列对应于第二属性的值范围。 根据数据记录的数据值自动为行和列生成值范围。