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    • 1. 发明申请
    • Data Relationship Visualizer
    • 数据关系可视化器
    • US20080313211A1
    • 2008-12-18
    • US11764354
    • 2007-06-18
    • Yingnong DangXu YangDongmei ZhangMin WangJian Wang
    • Yingnong DangXu YangDongmei ZhangMin WangJian Wang
    • G06F17/00
    • G06F17/30994G06F17/30014
    • Data having express or implied relationships may be displayed by selecting a starting entity in a data structure, building a relationship tree, and building and optimizing a relationship matrix based on the relationship tree. The optimized relationship matrix may be used to layout and render a graphical image that positions various elements with respect to the starting entity based on the relationships. The distance matrix may be optimized by creating a first distance matrix based on the relationship tree, developing a dissimilarity matrix based on expressed or implied relationships, and multiplying the dissimilarity matrix by a weighting factor to determine a distance matrix that may be optimized by multi-dimensional scaling. An optimized weighting factor may be determined and used to select an optimized distance matrix.
    • 可以通过选择数据结构中的起始实体,建立关系树,以及基于关系树建立和优化关系矩阵来显示具有明确或隐含关系的数据。 优化的关系矩阵可以用于基于关系来布局和渲染相对于起始实体定位各种元素的图形图像。 距离矩阵可以通过基于关系树创建第一距离矩阵,基于表示或隐含的关系开发不相似矩阵,以及将不相似矩阵乘以加权因子来确定可以通过多重关系树优化的距离矩阵来优化, 尺寸缩放。 可以确定优化的加权因子并用于选择优化的距离矩阵。
    • 2. 发明授权
    • Data relationship visualizer
    • 数据关系可视化
    • US08060540B2
    • 2011-11-15
    • US11764354
    • 2007-06-18
    • Yingnong DangXu YangDongmei ZhangMin WangJian Wang
    • Yingnong DangXu YangDongmei ZhangMin WangJian Wang
    • G06F17/30
    • G06F17/30994G06F17/30014
    • Data having express or implied relationships may be displayed by selecting a starting entity in a data structure, building a relationship tree, and building and optimizing a relationship matrix based on the relationship tree. The optimized relationship matrix may be used to layout and render a graphical image that positions various elements with respect to the starting entity based on the relationships. The distance matrix may be optimized by creating a first distance matrix based on the relationship tree, developing a dissimilarity matrix based on expressed or implied relationships, and multiplying the dissimilarity matrix by a weighting factor to determine a distance matrix that may be optimized by multi-dimensional scaling. An optimized weighting factor may be determined and used to select an optimized distance matrix.
    • 可以通过选择数据结构中的起始实体,建立关系树,以及基于关系树建立和优化关系矩阵来显示具有明确或隐含关系的数据。 优化的关系矩阵可以用于基于关系来布局和渲染相对于起始实体定位各种元素的图形图像。 距离矩阵可以通过基于关系树创建第一距离矩阵,基于表示或隐含的关系开发不相似矩阵,以及将不相似矩阵乘以加权因子来确定可以通过多重关系树优化的距离矩阵来优化, 尺寸缩放。 可以确定优化的加权因子并用于选择优化的距离矩阵。
    • 7. 发明授权
    • Software error report analysis
    • 软件错误报告分析
    • US07890814B2
    • 2011-02-15
    • US11823213
    • 2007-06-27
    • Dongmei ZhangYingnong DangXiaohui HouSong HuangJian Wang
    • Dongmei ZhangYingnong DangXiaohui HouSong HuangJian Wang
    • G06F11/00
    • G06F11/366
    • Described herein is technology for, among other things, accessing error report information. It involves various techniques and tools for analyzing and interrelating failure data contained in error reports and thereby facilitating developers to more easily and quickly solve programming bugs. Numerous parameters may also be specified for selecting and searching error reports. Several reliability metrics are provided to better track software reliability situations. The reliability metrics facilitate the tracking of the overall situation of failures that happen in the real word by providing metrics based on error reports (e.g., failure occurrence trends, failure distributions across different languages).
    • 这里描述的是用于访问错误报告信息的技术。 它涉及用于分析和相互关联错误报告中包含的故障数据的各种技术和工具,从而方便开发人员更轻松,快速地解决编程错误。 还可以指定许多参数来选择和搜索错误报告。 提供了几个可靠性指标来更好地跟踪软件可靠性情况。 可靠性指标通过提供基于错误报告(例如,故障发生趋势,跨不同语言的故障分布)的度量来促进跟踪真实单词中发生的故障的总体情况。