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41. 发明申请

US20120239596A1 CLASSIFICATION OF STREAM-BASED DATA USING MACHINE LEARNING 有权
标题翻译：使用机器学习对基于流的数据进行分类
公开(公告)号：US20120239596A1
公开(公告)日：2012-09-20
申请号：US13047804
申请日：2011-03-15
申请人： Bongshin Lee , Ashish Kapoor , Ratul Mahajan , Blaine S. Christian , Saleema Amershi
发明人： Bongshin Lee , Ashish Kapoor , Ratul Mahajan , Blaine S. Christian , Saleema Amershi
IPC分类号： G06F15/18
CPC分类号： G06N99/005
摘要： The described implementations relate to data classification. One implementation includes identifying one or more likely classifications for an incoming data item using an algorithm. The implementation can also include providing the one or more identified classifications to a user. A selection of an individual identified classification for the incoming data item can be received from the user. The algorithm can be refined to reflect the selection by the user.
摘要翻译：所描述的实现涉及数据分类。一个实现包括使用算法识别输入数据项的一个或多个可能的分类。该实现还可以包括向用户提供一个或多个所识别的分类。可以从用户接收对输入数据项目的单独识别的分类的选择。该算法可以被细化以反映用户的选择。

42. 发明授权

US08214765B2 Canvas approach for analytics 有权
标题翻译： Canvas方法进行分析
公开(公告)号：US08214765B2
公开(公告)日：2012-07-03
申请号：US12142889
申请日：2008-06-20
申请人： Morten Holm-Petersen , George G. Robertson , Christian Olaf Abeln , Thomas Michael Casey , Stella Yick Chan , Benjamin L. Chronister , Ian Michael Dunmore , Roland Fernandez , Danyel Fisher , David Francis Gainer , Alexandre Gorev , Ahmed Kamal , Matthew Jay Kotler , Murali R. Krishnan , Bongshin Lee , Greg Schechter , Curtis G. Wong
发明人： Morten Holm-Petersen , George G. Robertson , Christian Olaf Abeln , Thomas Michael Casey , Stella Yick Chan , Benjamin L. Chronister , Ian Michael Dunmore , Roland Fernandez , Danyel Fisher , David Francis Gainer , Alexandre Gorev , Ahmed Kamal , Matthew Jay Kotler , Murali R. Krishnan , Bongshin Lee , Greg Schechter , Curtis G. Wong
IPC分类号： G06F3/048
CPC分类号： G06F17/30554
摘要： The claimed subject matter relates to an architecture that can construct a map for summarizing analyses with respect to data included in a database. In addition, the architecture can display the map in a special canvas area. Generally, the map is a hub-and-spoke-style map in which a hub is associated with an entity (e.g., a related set of records) included in a database. Likewise, the spokes are typically representative of operations (e.g., filter, join, transform) that act upon the hub/entity from which it extends. The map can aid with open-ended analysis on complex databases by recording and ordering competing hypotheses and can also further collaborative efforts with respect to analysis.
摘要翻译：所要求保护的主题涉及可以构建用于总结关于数据库中包括的数据的分析的映射的架构。此外，架构可以在特殊的画布区域中显示地图。通常，地图是中心辐射式地图，其中集线器与包括在数据库中的实体（例如，相关记录集）相关联。类似地，轮辐通常代表作用于其延伸的集线器/实体的操作（例如，过滤器，连接，变换）。该地图可以通过记录和排序竞争假设来帮助对复杂数据库进行开放式分析，并且还可以进一步分析分析工作。

43. 发明授权

US07932907B2 Layered graph layouts with a given aspect ratio 失效
标题翻译：具有给定宽高比的分层图布局
公开(公告)号：US07932907B2
公开(公告)日：2011-04-26
申请号：US11751610
申请日：2007-05-21
申请人： Lev Nachmanson , George Robertson , Bongshin Lee
发明人： Lev Nachmanson , George Robertson , Bongshin Lee
IPC分类号： G09G5/00 , G06F17/00 , G06F3/048
CPC分类号： G06T11/206 , G09G2340/0407 , G09G2340/0442 , G09G2340/0464
摘要： A graph layout technique that creates a layered graph layout with a given aspect ratio. The present layered graph layout technique better utilizes the available space and, at the same time, creates an aesthetically pleasing drawing of a directed graph. In one embodiment it determines the layout of the new graph based on a modified Sugiyama technique combined with a modified Coffman-Graham scheduling algorithm. Given a directed graph and a desired aspect ratio, it uses a binary search and the Coffman-Graham scheduling algorithm to find a layout of the graph that has an aspect ratio that matches the given aspect ratio of the available space.
摘要翻译：创建具有给定宽高比的分层图形布局的图形布局技术。现有的分层图布局技术更好地利用了可用的空间，并且同时创建了一种美观的有向图的绘图。在一个实施例中，它基于与修改的柯夫曼 - 格雷厄姆调度算法相结合的修改的Sugiyama技术来确定新图的布局。给定有向图和期望的宽高比，它使用二分搜索和Coffman-Graham调度算法来找到具有与可用空间的给定宽高比匹配的纵横比的图的布局。

44. 发明申请

US20090327921A1 ANIMATION TO VISUALIZE CHANGES AND INTERRELATIONSHIPS 审中-公开
标题翻译：动画可视化变更和中断
公开(公告)号：US20090327921A1
公开(公告)日：2009-12-31
申请号：US12163608
申请日：2008-06-27
申请人： Morten Holm-Peterson , George G. Robertson , William G. Morein , Jason J. Weber , Danyel Aharon Fisher , Gur Kimchi , Benjamin Edward Rampson , Ahmed K. Kamal , Kipper Jewsbury , Benjamin L. Chronister , Roland L. Fernandez , Christian Olaf Abeln , B. Scott Ruble , Stella Yick Chan , Murali R. Krishnan , Brian L. Welcker , Bongshin Lee
发明人： Morten Holm-Peterson , George G. Robertson , William G. Morein , Jason J. Weber , Danyel Aharon Fisher , Gur Kimchi , Benjamin Edward Rampson , Ahmed K. Kamal , Kipper Jewsbury , Benjamin L. Chronister , Roland L. Fernandez , Christian Olaf Abeln , B. Scott Ruble , Stella Yick Chan , Murali R. Krishnan , Brian L. Welcker , Bongshin Lee
IPC分类号： G06F3/00
CPC分类号： G06F16/219
摘要： Modifications to a collection of data are maintained in chronological order and selectively rendered as a function of time. The selective rendering can include an animated version of the modification, which can include a timeline of events. The modifications can be associated with related data that includes information as to who made the modification, when the modification was made, and so forth. The related data can also include a motivation behind the modification. Further, confidence information can be related to the modification to add further detail to the modifications and events surrounding the collection of data.
摘要翻译：对数据集合的修改以时间顺序保持，并根据时间有选择地呈现。选择性渲染可以包括修改的动画版本，其可以包括事件的时间线。这些修改可以与相关数据相关联，该相关数据包括关于谁进行修改的信息，当进行修改时等等。相关数据还可以包括修改背后的动机。此外，置信度信息可以与修改相关联，以增加围绕数据收集的修改和事件的进一步细节。

45. 发明申请

US20090313572A1 PHRASE BUILDER 有权
公开(公告)号：US20090313572A1
公开(公告)日：2009-12-17
申请号：US12140279
申请日：2008-06-17
申请人： Timothy S. Paek , Bongshin Lee , Bo Thiesson
发明人： Timothy S. Paek , Bongshin Lee , Bo Thiesson
IPC分类号： G06F3/048
CPC分类号： G06F3/0482 , G06F17/30401 , G06F17/3064
摘要： Real-time query expansion (RTQE) is a process of supplementing an original query with additional terms or expansion choices that are ranked according to some figure of merit and presented while users are still formulating their queries. As disclosed herein, individual terms may be combined and submitted as a phrase into a query. By building the phase term-by-term, users can compositionally formulate queries while maintaining the same benefits that other RTQE interfaces offer. The benefits include, reducing the number of keystrokes and improving retrieval performance. To promote greater flexibility in its working environment, the number of terms that are presented on a display may be reduced. In place of some terms, placeholders may be used and expanded by the user when necessary. This allows phrases to be readily presented on small displays (e.g., hand-held devices).
摘要翻译：实时查询扩展（RTQE）是一个补充原始查询的过程，附加条款或扩展选项根据某些品质因素进行排名，并在用户仍在制定查询时呈现。如本文所公开的，可以将各个术语组合并作为短语提交到查询中。通过逐步构建阶段，用户可以组合制定查询，同时保持与其他RTQE接口相同的优势。其优点包括减少击键次数和提高检索性能。为了提高其工作环境的灵活性，可以减少在显示器上呈现的术语数量。代替某些术语，必要时可以由用户使用和扩展占位符。这允许在小显示器（例如，手持设备）上容易地呈现短语。

46. 发明申请

US20090222412A1 FACET VISUALIZATION 审中-公开
标题翻译： FACET可视化
公开(公告)号：US20090222412A1
公开(公告)日：2009-09-03
申请号：US12039856
申请日：2008-02-29
申请人： Bongshin Lee , Greg Smith , George G. Robertson
发明人： Bongshin Lee , Greg Smith , George G. Robertson
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F16/2428
摘要： A system described herein includes a receiver component that receives a dataset and defined relationships amongst data in the dataset, wherein the relationships are indicative of identities of a plurality of facets in the dataset, wherein each facet includes an item, and wherein items in a facet have a common attribute. The system further includes a renderer component that renders a first facet in the plurality of facets on a graphical user interface, wherein the first facet is rendered as a selectable graphical icon. Concurrently with rendering the first facet, the renderer component renders a second facet in the plurality of facets on the graphical user interface, wherein the second facet is rendered with respect to a linear attribute.
摘要翻译：本文描述的系统包括：接收器组件，其接收数据集中的数据集和在数据集中的数据之间定义的关系，其中所述关系指示数据集中的多个方面的身份，其中每个小面包括项，并且其中小面上的项有一个共同的属性。该系统还包括渲染器组件，其在图形用户界面上呈现多个小平面中的第一小平面，其中第一小平面呈现为可选图形图标。同时呈现第一面，渲染器组件在图形用户界面上的多个面中呈现第二面，其中相对于线性属性呈现第二面。

47. 发明申请

US20090198725A1 VISUALIZING TREE STRUCTURES WITH DIFFERENT EDGE LENGTHS 审中-公开
标题翻译：可视化不同边缘长度的树状结构
公开(公告)号：US20090198725A1
公开(公告)日：2009-08-06
申请号：US12119498
申请日：2008-05-13
申请人： Bongshin Lee , Lev Borisovich Nachmanson , George G. Robertson
发明人： Bongshin Lee , Lev Borisovich Nachmanson , George G. Robertson
IPC分类号： G06F17/30 , G06F3/048
CPC分类号： G06F16/9027 , G06F16/904
摘要： A system described herein includes a receiver component that receives multiple data elements, wherein each of the data elements has a common attribute, and wherein the several data elements are hierarchically related. The system may further include an assignor component that independently assigns each of the multiple data elements to one of a plurality of layers, wherein a data element is assigned to a layer based at least in part upon a value of the common attribute that corresponds to the data element. The system may also include a renderer component that receives assignments made by the assignor component and graphically renders a tree structure based at least in part upon the assignments. Furthermore, a color bar can be generated that includes one or more rows based at least in part upon content of the tree structure.
摘要翻译：本文描述的系统包括接收多个数据元素的接收器组件，其中每个数据元素具有公共属性，并且其中几个数据元素是分层相关的。系统还可以包括分配器组件，其独立地将多个数据元素中的每一个独立地分配给多个层中的一个，其中至少部分地基于对应于该层的公共属性的值将数据元素分配给层数据元素。系统还可以包括接收由转让器组件做出的分配并且至少部分地基于分配图形地呈现树结构的渲染器组件。此外，可以至少部分地基于树结构的内容生成包括一行或多行的彩条。

48. 发明授权

US09361883B2 Dictation with incremental recognition of speech 有权
标题翻译：用言语增量认知来听写
公开(公告)号：US09361883B2
公开(公告)日：2016-06-07
申请号：US13460854
申请日：2012-05-01
申请人： Timothy S. Paek , Bongshin Lee , Bo-June Hsu
发明人： Timothy S. Paek , Bongshin Lee , Bo-June Hsu
IPC分类号： G10L15/22 , G10L15/26
CPC分类号： G10L15/22 , G10L15/26 , G10L2015/221
摘要： A dictation module is described herein which receives and interprets a complete utterance of the user in incremental fashion, that is, one incremental portion at a time. The dictation module also provides rendered text in incremental fashion. The rendered text corresponds to the dictation module's interpretation of each incremental portion. The dictation module also allows the user to modify any part of the rendered text, as it becomes available. In one case, for instance, the dictation module provides a marking menu which includes multiple options by which a user can modify a selected part of the rendered text. The dictation module also uses the rendered text (as modified or unmodified by the user using the marking menu) to adjust one or more models used by the dictation model to interpret the user's utterance.
摘要翻译：本文描述了一种听写模块，其以递增的方式接收和解释用户的完整话语，即一次一个增量部分。听写模块还以递增的方式提供呈现的文本。呈现的文本对应于听写模块对每个增量部分的解释。听写模块还允许用户修改渲染文本的任何部分，因为它变得可用。在一种情况下，例如，听写模块提供标记菜单，其包括多个选项，通过该选项，用户可以修改所呈现的文本的所选部分。听写模块还使用呈现的文本（由用户使用标记菜单修改或未修改）来调整由听写模型使用的一个或多个模型以解释用户的话语。

49. 发明授权

US09122995B2 Classification of stream-based data using machine learning 有权
标题翻译：使用机器学习分析基于流的数据
公开(公告)号：US09122995B2
公开(公告)日：2015-09-01
申请号：US13047804
申请日：2011-03-15
申请人： Bongshin Lee , Ashish Kapoor , Ratul Mahajan , Blaine S. Christian , Saleema Amershi
发明人： Bongshin Lee , Ashish Kapoor , Ratul Mahajan , Blaine S. Christian , Saleema Amershi
IPC分类号： G06N99/00
CPC分类号： G06N99/005
摘要： The described implementations relate to data classification. One implementation includes identifying one or more likely classifications for an incoming data item using an algorithm. The implementation can also include providing the one or more identified classifications to a user. A selection of an individual identified classification for the incoming data item can be received from the user. The algorithm can be refined to reflect the selection by the user.
摘要翻译：所描述的实现涉及数据分类。一个实现包括使用算法识别输入数据项的一个或多个可能的分类。该实现还可以包括向用户提供一个或多个所识别的分类。可以从用户接收对输入数据项目的单独识别的分类的选择。该算法可以被细化以反映用户的选择。

50. 发明授权

US09083560B2 Interactive visualization to enhance automated fault diagnosis in networks 有权
标题翻译：互动可视化，以增强网络中的自动化故障诊断
公开(公告)号：US09083560B2
公开(公告)日：2015-07-14
申请号：US12752317
申请日：2010-04-01
申请人： Bongshin Lee , Srikanth Kandula , Ratul Mahajan , Zhicheng Liu
发明人： Bongshin Lee , Srikanth Kandula , Ratul Mahajan , Zhicheng Liu
IPC分类号： G06F3/01 , G06F15/177 , H04L12/64 , G06Q10/10
CPC分类号： H04L12/6418 , G06Q10/10
摘要： Described is a visual analytics system for network diagnostics. The visual analytics system obtains network diagnostic-related information from a diagnostic system. The visual analytics system includes an interactive user interface that displays the representations of network components, including network machines and, zero or more links between those components, (e.g., as appropriate based upon selection or dynamic conditions). The user interface includes a main network view that displays representations of network components, a diagnostics view that displays suggested diagnosis results obtained from the diagnostic system, and a performance counter view that displays performance counter data. User interaction with one of the views correspondingly changes the displays in the other views. The system allows effective exploration of multiple levels of detail, e.g., variable, component, edge level and network levels, for example, via flexible navigation across these levels from the top, the bottom, or anywhere in the middle, while retaining context.
摘要翻译：描述了一种用于网络诊断的视觉分析系统。视觉分析系统从诊断系统获取网络诊断相关信息。视觉分析系统包括交互式用户界面，其显示包括网络机器的网络组件的表示，以及这些组件之间的零个或多个链接（例如，基于选择或动态条件适当地）。用户界面包括显示网络组件的表示的主网络视图，显示从诊断系统获得的建议诊断结果的诊断视图，以及显示性能计数器数据的性能计数器视图。与其中一个视图的用户交互相应地更改其他视图中的显示。该系统允许例如通过从顶部，底部或中间任何地方的这些级别的柔性导航同时保留上下文来有效地探索多个细节级别，例如可变，组件，边缘级别和网络级别。

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