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1. 发明申请

US20140108455A1 Capturing Intentions Within Online Text 有权
标题翻译：在线文本中捕获意图
公开(公告)号：US20140108455A1
公开(公告)日：2014-04-17
申请号：US14003140
申请日：2011-06-28
申请人： Maria G. Castellanos , Riddhiman Ghosh , Mohamed E. Dekhil , Umeshwar Dayal , Meichun Hsu
发明人： Maria G. Castellanos , Riddhiman Ghosh , Mohamed E. Dekhil , Umeshwar Dayal , Meichun Hsu
IPC分类号： G06F17/30
CPC分类号： G06F17/30539 , G06Q30/02
摘要： A method of capturing intentions within online text comprises with a data mining device (105), identifying (block 305) a number of statements of intention within an online forum (110), and with the data mining device (105), extracting (block 310) a number of attributes (240, 245, 250, 255, 260) from the statements of intention. A system (100) for extracting intentions expressed within an online forum comprises a data mining device (105), a forum server (115) comprising a number of online forums (110) communicatively coupled to the data mining device (105), in which the data mining device identifies a number of statements of intention within the online forums (110) and extracts a number of attributes (240, 245, 250, 255, 260) from the statements of intention.
摘要翻译：在线文本中捕获意图的方法包括数据挖掘设备（105），在在线论坛（110）中标识（框305）多个意图陈述，以及数据挖掘设备（105），提取（块） 310）来自意图陈述的许多属性（240,245,250,255,260）。用于提取在线论坛中表达的意图的系统（100）包括数据挖掘设备（105），论坛服务器（115），其包括通信地耦合到所述数据挖掘设备（105）的多个在线论坛（110），其中数据挖掘设备识别在线论坛（110）内的许多意图陈述，并从意图陈述中提取多个属性（240,245,250,255,260）。

2. 发明授权

US09411860B2 Capturing intentions within online text 有权
标题翻译：在线文本中捕获意图
公开(公告)号：US09411860B2
公开(公告)日：2016-08-09
申请号：US14003140
申请日：2011-06-28
申请人： Maria G. Castellanos , Riddhiman Ghosh , Mohamed E. Dekhil , Umeshwar Dayal , Meichun Hsu
发明人： Maria G. Castellanos , Riddhiman Ghosh , Mohamed E. Dekhil , Umeshwar Dayal , Meichun Hsu
IPC分类号： G06F17/30 , G06Q30/02
CPC分类号： G06F17/30539 , G06Q30/02
摘要： A method of capturing intentions within online text comprises with a data mining device (105), identifying (block 305) a number of statements of intention within an online forum (110), and with the data mining device (105), extracting (block 310) a number of attributes (240, 245, 250, 255, 260) from the statements of intention. A system (100) for extracting intentions expressed within an online forum comprises a data mining device (105), a forum server (115) comprising a number of online forums (110) communicatively coupled to the data mining device (105), in which the data mining device identifies a number of statements of intention within the online forums (110) and extracts a number of attributes (240, 245, 250, 255, 260) from the statements of intention.
摘要翻译：在线文本中捕获意图的方法包括数据挖掘设备（105），在在线论坛（110）中标识（框305）多个意图陈述，以及数据挖掘设备（105），提取（块） 310）来自意图陈述的许多属性（240,245,250,255,260）。用于提取在线论坛中表达的意图的系统（100）包括数据挖掘设备（105），论坛服务器（115），其包括通信地耦合到所述数据挖掘设备（105）的多个在线论坛（110），其中数据挖掘设备识别在线论坛（110）内的许多意图陈述，并从意图陈述中提取多个属性（240,245,250,255,260）。

3. 发明申请

US20130263019A1 ANALYZING SOCIAL MEDIA 审中-公开
标题翻译：分析社会媒体
公开(公告)号：US20130263019A1
公开(公告)日：2013-10-03
申请号：US13436541
申请日：2012-03-30
申请人： Maria G. CASTELLANOS , Umeshwar Dayal , Riddhiman Ghosh , Meichun Hsu
发明人： Maria G. CASTELLANOS , Umeshwar Dayal , Riddhiman Ghosh , Meichun Hsu
IPC分类号： G06F3/01
CPC分类号： G06Q50/01
摘要： A system, method and a non-transitory computer readable medium comprising instructions for automated analysis of for analyzing social media, the method comprising a processor to acquire data as a snapshot or a continuous stream from one or more online sites via adapters. Storing data in a database, the database configured for rapid acquisition of data and rapid responses to queries from one or a plurality of users. Analyzing the data using one or a plurality of algorithms, the algorithms configured to distill insight at an attribute level, and presenting one or a plurality of graphical user interfaces on a user-configurable, and temporal-view adjustable dashboard, the dashboard configured to present one or more results of said one or a plurality of algorithms, said one or more results depicted through one or a plurality of paradigms of data visualization.
摘要翻译：一种包括用于分析社交媒体的自动分析的指令的系统，方法和非暂时计算机可读介质，所述方法包括处理器，以通过适配器从一个或多个在线站点获取数据作为快照或连续流。将数据存储在数据库中，数据库配置为快速获取数据，并快速响应来自一个或多个用户的查询。使用一个或多个算法来分析数据，所述算法被配置为在属性级别上提取洞察力，以及在用户可配置和时间视图可调节仪表板上呈现一个或多个图形用户界面，所述仪表板被配置为呈现所述一个或多个算法的一个或多个结果，所述一个或多个结果通过数据可视化的一个或多个范例描绘。

4. 发明申请

US20120197950A1 SENTIMENT CUBE 有权
标题翻译：感应杯
公开(公告)号：US20120197950A1
公开(公告)日：2012-08-02
申请号：US13017013
申请日：2011-01-30
申请人： Umeshwar Dayal , Maria G. Castellanos , Chetan Kumar Gupta , Song Wang , Meichun Hsu
发明人： Umeshwar Dayal , Maria G. Castellanos , Chetan Kumar Gupta , Song Wang , Meichun Hsu
IPC分类号： G06F17/30
CPC分类号： G06Q30/02
摘要： A sentiment cube system is disclosed. In one example, the system discloses a sentiment storage, including a sentiment cube data structure having a set of cells arranged by a set of dimensions. The system includes a computer programmed with executable instructions which operate a set of modules, wherein the modules comprise: a sentiment storage module which receives sentiment values associated with a set of entity features, and then populates a hierarchy of the cells in the sentiment cube with the sentiment values. A sentiment analysis module effecting a set of operations on the sentiment cube.
摘要翻译：披露情感立方体系。在一个示例中，系统公开了情绪存储，其包括具有由一组维度排列的一组单元的情感立方体数据结构。该系统包括用可操作的指令编程的计算机，该可执行指令操作一组模块，其中模块包括：情绪存储模块，其接收与一组实体特征相关联的情绪值，然后在情绪立方体中填充情绪立方体中的细胞层级，情绪价值观。情绪分析模块对情绪立方体执行一组操作。

5. 发明授权

US08725781B2 Sentiment cube 有权
标题翻译：情感立方体
公开(公告)号：US08725781B2
公开(公告)日：2014-05-13
申请号：US13017013
申请日：2011-01-30
申请人： Umeshwar Dayal , Maria G Castellanos , Chetan Kumar Gupta , Song Wang , Meichun Hsu
发明人： Umeshwar Dayal , Maria G Castellanos , Chetan Kumar Gupta , Song Wang , Meichun Hsu
IPC分类号： G06F17/30
CPC分类号： G06Q30/02
摘要： A sentiment cube system is disclosed. In one example, the system discloses a sentiment storage, including a sentiment cube data structure having a set of cells arranged by a set of dimensions. The system includes a computer programmed with executable instructions which operate a set of modules, wherein the modules comprise: a sentiment storage module which receives sentiment values associated with a set of entity features, and then populates a hierarchy of the cells in the sentiment cube with the sentiment values. A sentiment analysis module effecting a set of operations on the sentiment cube.
摘要翻译：披露情感立方体系。在一个示例中，系统公开了情绪存储，其包括具有由一组维度排列的一组单元的情感立方体数据结构。该系统包括用可操作的指令编程的计算机，该可执行指令操作一组模块，其中模块包括：情绪存储模块，其接收与一组实体特征相关联的情绪值，然后在情绪立方体中填充情绪立方体中的细胞层级，情绪价值观。情绪分析模块对情绪立方体执行一组操作。

6. 发明申请

US20130290232A1 IDENTIFYING NEWS EVENTS THAT CAUSE A SHIFT IN SENTIMENT 审中-公开
标题翻译：识别发生移动的新闻事件
公开(公告)号：US20130290232A1
公开(公告)日：2013-10-31
申请号：US13460541
申请日：2012-04-30
申请人： Mikalai Tsytsarau , Themis Palpanas , Maria G. Castellanos , Umeshwar Dayal , Meichun Hsu
发明人： Mikalai Tsytsarau , Themis Palpanas , Maria G. Castellanos , Umeshwar Dayal , Meichun Hsu
IPC分类号： G06N5/02
CPC分类号： G06N20/00
摘要： A method identifies news events that cause shifts in sentiments. The method includes compiling a sentiment time series, the sentiment time series expressing a shift in sentiment; compiling a news events time series; correlating the sentiment and news events time series; identifying from the correlation news events that caused a shift in sentiment and predicting if a selected news event may cause a shift in sentiment in the future.
摘要翻译：一种方法来识别引起情绪转变的新闻事件。该方法包括编制情绪时间序列，表达情绪转移的情绪时间序列; 汇编新闻事件时间序列; 情绪和新闻事件时间序列相关; 从引起情绪转变的相关新闻事件中识别，并预测所选新闻事件是否可能导致未来的情绪转移。

7. 发明授权

US09792377B2 Sentiment trent visualization relating to an event occuring in a particular geographic region 有权
公开(公告)号：US09792377B2
公开(公告)日：2017-10-17
申请号：US14122357
申请日：2011-06-08
申请人： Ming C Hao , Umeshwar Dayal , Bao-Yao Zhou , Cheng Chang , Meichun Hsu , Mohamed E Dekhil , Riddhiman Ghosh , Christian Rohrdantz
发明人： Ming C Hao , Umeshwar Dayal , Bao-Yao Zhou , Cheng Chang , Meichun Hsu , Mohamed E Dekhil , Riddhiman 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.

8. 发明授权

US08595151B2 Selecting sentiment attributes for visualization 有权
标题翻译：选择可视化的情感属性
公开(公告)号：US08595151B2
公开(公告)日：2013-11-26
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 , G06Q30/00
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。

9. 发明申请

US20120317049A1 SELECTING SENTIMENT ATTRIBUTES FOR VISUALIZATION 有权
标题翻译：选择感知属性进行可视化
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。

10. 发明授权

US08719769B2 Quality-driven ETL design optimization 有权
标题翻译：质量驱动的ETL设计优化
公开(公告)号：US08719769B2
公开(公告)日：2014-05-06
申请号：US12543357
申请日：2009-08-18
申请人： Maria G. Castellanos , Umeshwar Dayal , Alkiviadis Simitsis , William K. Wilkinson
发明人： Maria G. Castellanos , Umeshwar Dayal , Alkiviadis Simitsis , William K. Wilkinson
IPC分类号： G06F9/44 , G06F17/00
CPC分类号： G06F17/30592 , G06F9/4494
摘要： A method for quality objective-based ETL pipeline optimization is provided. An improvement objective is obtained from user input into a computing system. The improvement objective represents a priority optimization desired by a user for improved ETL flows for an application designed to run in memory of the computing system. An ETL flow is created in the memory of the computing system. The ETL flow is restructured for flow optimization with a processor of the computing system. The flow restructuring is based on the improvement objective. Flow restructuring can include application of flow rewriting optimization or application of an algebraic rewriting optimization. The optimized ETL flow is stored as executable code on a computer readable storage medium.
摘要翻译：提供了一种基于质量目标的ETL流水线优化方法。从用户输入计算系统获得改进目标。改进目标表示用户期望的改进ETL流的优先级优化，用于设计为在计算系统的存储器中运行的应用。在计算系统的存储器中创建ETL流。 ETL流程通过计算系统的处理器进行重组以进行流量优化。流程重组是基于改进目标。流程重组可以包括流重写优化的应用或代数重写优化的应用。优化的ETL流程作为可执行代码存储在计算机可读存储介质上。

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