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1. 发明申请

US20210271817A1 ADJUSTING EXPLAINABLE RULES USING AN EXPLORATION FRAMEWORK 有权
公开(公告)号：US20210271817A1
公开(公告)日：2021-09-02
申请号：US16805470
申请日：2020-02-28
申请人： International Business Machines Corporation
发明人： Prithviraj Sen , Yiwei Yang , Yunyao Li , Eser Kandogan
IPC分类号： G06F40/289 , G06F40/35 , G06N3/08
摘要： A computer-implemented method according to one embodiment includes receiving a plurality of linguistic expressions (LEs); changing one or more conditions of the plurality of linguistic expressions to create an updated plurality of linguistic expressions, utilizing a visual exploration framework (VEF) that visually presents to a user each of the plurality of linguistic expressions; and including the updated plurality of linguistic expressions in a model used to classify input sentences. According to another embodiment, a computer-implemented method includes receiving (i) a set of linguistic expressions (LEs) and (ii) a set of labeled data as input, where the LEs are logical combinations of predicates learned from the labeled data, and each data point in the labeled data comprises a piece of text and ground-truth labels; presenting the LEs in a visual exploration framework; and allowing a user to sort, filter, subset, and select LEs based on different criteria, utilizing the framework.

2. 发明授权

US10223818B2 Detecting and describing visible features on a visualization 有权
公开(公告)号：US10223818B2
公开(公告)日：2019-03-05
申请号：US15051785
申请日：2016-02-24
申请人： International Business Machines Corporation
发明人： Eser Kandogan
IPC分类号： G06T11/20 , G06T11/60 , G09G5/377 , G06K9/62 , G06F17/24
摘要： Embodiments of the invention relate to detecting and describing visible features of a data set. A cluster in a data space is detected. A characteristic associated with the cluster is identified by analysis of the cluster based on geometrical attributes. The analysis includes identification of a shape of the cluster. The identified characteristic is converted into a characterization of the cluster. A visualization is produced based on the characterization.

3. 发明授权

US09929983B2 Autonomous agent system 有权
公开(公告)号：US09929983B2
公开(公告)日：2018-03-27
申请号：US14953841
申请日：2015-11-30
申请人： International Business Machines Corporation
发明人： Jason B. Ellis , Eser Kandogan , Jeffrey O. Kaphart , Mary A. Roth
IPC分类号： G06F15/16 , H04L12/58
CPC分类号： H04L51/02 , H04L51/14
摘要： According to an embodiment of the present invention, a method for operating a cognitive computing system comprises starting a capture agent on a processor, subscribing the capture agent to a second agent, receiving a first message from the second agent, storing the received first message in a memory, receiving a notification of a new subscription from a third agent, and registering the capture agent to subscribe to the new subscription from the third agent.

4. 发明授权

US09569510B2 Crowd-powered self-improving interactive visualanalytics for user-generated opinion data 有权
标题翻译：人群自我改进的交互式视觉分析用于用户生成的意见数据
公开(公告)号：US09569510B2
公开(公告)日：2017-02-14
申请号：US14041569
申请日：2013-09-30
申请人： International Business Machines Corporation
发明人： Liang Gou , Eben Haber , Mengdie Hu , Eser Kandogan , Yunyao Li , Huahai Yang , Michelle Xue Zhou
IPC分类号： G06F17/30
CPC分类号： G06F17/30554
摘要： Embodiments relate to interacting with a collection of user opinion documents associated with a topic. One aspect includes obtaining opinion data for the collection of opinion documents associated with the topic. The opinion data includes one or more features discussed in the opinion documents, one or more key phrases included in each feature, one or more text snippets included in each feature, and at least one sentiment expressed in each text snippet. A visual interface is provided in which a feature summary view of the opinion documents acts a top level of a navigational hierarchy. The visual interface allows user navigation from the top level to a lower level of the navigational hierarchy in order to display more details about a text snippet, as compared to the feature summary view, while continuing to provide the feature summary view.
摘要翻译：实施例涉及与与主题相关联的用户意见文件的集合的交互。一方面包括获取与该主题相关联的意见文件的收集意见数据。意见数据包括意见文件中讨论的一个或多个特征，每个特征中包括的一个或多个关键短语，每个特征中包括的一个或多个文本片段，以及每个文本片段中表达的至少一个情绪。提供了视觉界面，其中意见文件的特征摘要视图作为导航层次的顶级。视觉界面允许用户从导航级别的顶层导航到较低级别，以便与特征摘要视图相比，显示关于文本片段的更多细节，同时继续提供特征摘要视图。

5. 发明申请

US20140104310A1 Detecting and Describing Visible Features on a Visualization 有权
标题翻译：检测和描述可视化的可见特征
公开(公告)号：US20140104310A1
公开(公告)日：2014-04-17
申请号：US13729129
申请日：2012-12-28
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Eser Kandogan
IPC分类号： G09G5/377
CPC分类号： G06T11/206 , G06F17/241 , G06K9/6218 , G06K9/6221 , G06T11/60 , G09G5/377
摘要： Embodiments of the invention relate to detecting and describing visible features of a data set on a visualization. Visible features among a set of data in a view-space are detected. The visible features include potential data clusters and trends. These visual features are characterized using data-space. The characterized detected features are overlaid on visualization for supporting interaction and exploration of the data. Detected features are explored across two or more clusters for comparison of select data.
摘要翻译：本发明的实施例涉及检测和描述可视化信息上的数据集的可见特征。检测到视图空间中的一组数据中的可见特征。可见的功能包括潜在的数据集群和趋势。这些视觉特征使用数据空间来表征。特征检测到的特征覆盖在可视化上，以支持数据的交互和探索。在两个或更多个群集中探索检测到的特征，以便比较选择的数据。

6. 发明授权

US10970053B2 Generating semi-automated visual analytics solutions 有权
公开(公告)号：US10970053B2
公开(公告)日：2021-04-06
申请号：US15670342
申请日：2017-08-07
申请人： International Business Machines Corporation , Commonwealth Scientific and Industrial Research Organisation
发明人： Eser Kandogan , Ulrich Engelke
IPC分类号： G06F8/38 , G06F16/26 , G06F8/30 , G06F8/71
摘要： Methods, systems, and computer program products for generating semi-automated visual analytics solutions are provided herein. A computer-implemented method includes automatically transforming a first version of specifications for visualization of a data analysis task being performed by a user into one or more subsequent versions of the specifications, wherein the transforming is based on data analysis visualization design guidelines; outputting at least one of the subsequent versions of the specifications to the user; processing user inputs, in response to the at least one outputted subsequent version of the specifications; automatically transforming the at least one outputted subsequent version of the specifications into one or more additional versions of the specifications based on the processing of the user inputs; and iteratively outputting the additional versions of the specifications until an indication of user satisfaction is obtained.

7. 发明授权

US10664501B2 Deriving and interpreting users collective data asset use across analytic software systems 有权
公开(公告)号：US10664501B2
公开(公告)日：2020-05-26
申请号：US15290923
申请日：2016-10-11
申请人： International Business Machines Corporation
发明人： Eser Kandogan , Mary Ann Roth , Ignacio Gabriel Terrizzano
IPC分类号： G06F16/00 , G06F16/28
摘要： One embodiment provides a method, including: utilizing at least one processor to execute computer code that performs the steps of: receiving at least one heterogeneous system log from each of a plurality of systems, wherein each of the heterogeneous system logs comprises events corresponding to activities occurring within its corresponding system; for each of the plurality of systems, analyzing the events contained within its at least one heterogeneous system log to identify a plurality of entities, wherein each of the entities is associated with at least one of the activities; identifying relationships, across the plurality of systems, between entities within the plurality of entities; and linking (i) the entities having an identified relationship and (ii) the activities of those entities. Other aspects are described and claimed.

8. 发明授权

US09436660B2 Building and maintaining information extraction rules 有权
标题翻译：建立和维护信息提取规则
公开(公告)号：US09436660B2
公开(公告)日：2016-09-06
申请号：US13679349
申请日：2012-11-16
申请人： International Business Machines Corporation
发明人： Arnaldo Carreno-Fuentes , Laura Chiticariu , Eser Kandogan , Yunyao Li , Huahai Yang
IPC分类号： G06F17/00 , G06F17/21 , G06F17/24 , G06F17/30
CPC分类号： G06F17/24 , G06F3/0482 , G06F3/0486 , G06F17/218 , G06F17/2205 , G06F17/30011
摘要： Methods and arrangements for managing development of information extraction rules. One or more documents are opened for extraction. An interface is provided to create a label and thereupon label a portion of the document. The created label is stored, and an extractor is developed based on the labeling. A test interface is provided for the extractor, and results of a test conducted through the test interface are displayed. The extractor is exported. In accordance with at least one embodiment, developers are presented with eased automated guidance to write extractors, which thereby reduces an overall manual effort involved in extractor development. Generally, a focused, tutorial-type environment serves as a guide based on previously developed best practices.
摘要翻译：管理信息提取规则发展的方法和安排。打开一个或多个文件进行提取。提供了一个界面来创建一个标签，然后标记文档的一部分。存储创建的标签，并根据标签开发提取器。为提取器提供一个测试界面，并显示通过测试界面进行的测试结果。提取器被导出。根据至少一个实施例，开发者被呈现给写入提取器的简化的自动化指导，从而减少了提取器开发中涉及的整体手动工作。一般来说，一个重点突出的教程式环境是基于以前开发的最佳实践的指南。

9. 发明授权

US09390446B2 Consumer centric online product research 有权
标题翻译：以消费者为中心的在线产品研究
公开(公告)号：US09390446B2
公开(公告)日：2016-07-12
申请号：US13685828
申请日：2012-11-27
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Julia Grace , Eser Kandogan , Michael I. Merchant , Joe Redmon , Richard Steigerwald , Kiran J. Thomas
IPC分类号： G06Q30/00 , G06Q30/06
CPC分类号： G06Q30/0629 , G06Q30/0601 , G06Q30/0623
摘要： Embodiments of the invention relate to providing online product research. Data related to an activity performed by a consumer at a first electronic commerce website is collected. The collected data includes information about a first product, and the information about the first product is stored as product research data. The product research data is associated with the consumer. It is detected that the consumer is accessing a location in a second electronic commerce website that includes information about a second product. The product research data is searched for data related to the information about the second product. The information about the first product is located in response to searching the product research data for data related to the information about the second product, and the consumer is presented with the information about the first product along with the information about the second product.
摘要翻译：本发明的实施例涉及提供在线产品研究。收集与消费者在第一电子商务网站上执行的活动相关的数据。收集的数据包括关于第一产品的信息，并且关于第一产品的信息被存储为产品研究数据。产品研究数据与消费者有关。检测到消费者正在访问包括关于第二产品的信息的第二电子商务网站中的位置。搜索产品研究数据，获取有关第二产品信息的数据。关于第一产品的信息是为了响应于产品研究数据搜索关于第二产品的信息的数据，并且向消费者呈现关于第一产品的信息以及关于第二产品的信息。

10. 发明申请

US20150095311A1 CROWD-POWERED SELF-IMPROVING INTERACTIVE VISUALANALYTICS FOR USER-GENERATED OPINION DATA 有权
标题翻译：自动提升用户生成的意见数据的交互式视觉化
公开(公告)号：US20150095311A1
公开(公告)日：2015-04-02
申请号：US14041569
申请日：2013-09-30
申请人： International Business Machines Corporation
发明人： Liang Gou , Eben Haber , Mengdie Hu , Eser Kandogan , Yunyao Li , Huahai Yang , Michelle Xue Zhou
IPC分类号： G06F17/30
CPC分类号： G06F17/30554
摘要： Embodiments relate to interacting with a collection of user opinion documents associated with a topic. One aspect includes obtaining opinion data for the collection of opinion documents associated with the topic. The opinion data includes one or more features discussed in the opinion documents, one or more key phrases included in each feature, one or more text snippets included in each feature, and at least one sentiment expressed in each text snippet. A visual interface is provided in which a feature summary view of the opinion documents acts a top level of a navigational hierarchy. The visual interface allows user navigation from the top level to a lower level of the navigational hierarchy in order to display more details about a text snippet, as compared to the feature summary view, while continuing to provide the feature summary view.
摘要翻译：实施例涉及与与主题相关联的用户意见文件的集合的交互。一方面包括获取与该主题相关联的意见文件的收集意见数据。意见数据包括意见文件中讨论的一个或多个特征，每个特征中包括的一个或多个关键短语，每个特征中包括的一个或多个文本片段，以及每个文本片段中表达的至少一个情绪。提供了视觉界面，其中意见文件的特征摘要视图作为导航层次的顶级。视觉界面允许用户从导航级别的顶层导航到较低级别，以便与特征摘要视图相比，显示关于文本片段的更多细节，同时继续提供特征摘要视图。

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