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公开(公告)号：US08041120B2
公开(公告)日：2011-10-18
申请号：US11821858
申请日：2007-06-26
申请人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
发明人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
CPC分类号： G06K9/00422
摘要： Described is a unified digital ink recognizer that recognizes various different types of digital ink data, such as handwritten character data and custom data, e.g., sketched shapes, handwritten gestures, and/or drawn pictures, without further participation by a user such as recognition mode selection or parameter input. For a custom item, the output may be a Unicode value from a private use area of Unicode. Building the unified digital ink recognizer may include defining the data set to be recognized, extracting features of training samples corresponding to the dataset items to build a recognizer model, evaluating the recognizer model using testing data, and modifying the recognizer model using tuning data. The extracted features may be processed into feature data for a multi-dimensional nearest neighbor recognizer approach; the extracted features for the samples of each class is calculated and combined into the feature set for this class in the resulting recognizer model.
摘要翻译： 描述了一种统一的数字墨水识别器，其识别各种不同类型的数字墨水数据，例如手写字符数据和自定义数据，例如草图形状，手写手势和/或绘制的图像，而不需要诸如识别模式的用户的进一步参与 选择或参数输入。 对于自定义项目，输出可能是Unicode的私有使用区域的Unicode值。 构建统一数字墨水识别器可以包括定义要识别的数据集，提取与数据集项目相对应的训练样本的特征以构建识别器模型，使用测试数据评估识别器模型，以及使用调谐数据修改识别器模型。 提取的特征可以被处理成用于多维最近邻识别器方法的特征数据; 计算每个类的样本的提取特征，并将其组合到生成的识别器模型中的该类的特征集中。
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公开(公告)号：US08315482B2
公开(公告)日：2012-11-20
申请号：US11821870
申请日：2007-06-26
申请人： Xiaohui Hou , Yingjun Qiu , Dongmei Zhang , Jian Wang
发明人： Xiaohui Hou , Yingjun Qiu , Dongmei Zhang , Jian Wang
IPC分类号： G06K9/54
CPC分类号： G06F17/242 , G06K9/00422
摘要： Described is a technology that provides an integrated platform for users to use different kinds of digital ink (e.g., handwritten characters, sketched shapes, handwritten formulas) when interacting with computer programs. The platform interprets the user's digital ink input and outputs one or more associated items into an application program. The output items can be customized for different application programs. In one aspect, the platform includes an ink panel having different operating modes for receiving digital ink, and a recognition service that recognizes different types of digital ink. The recognition service may include a unified recognizer that recognizes different types of digital ink, e.g., characters and shapes. Another recognizer may be included such as an equation recognizer. If the recognition result is text while in a non-text mode, the text may be used in a keyword search to locate items; otherwise, the recognition result may be used without keyword searching.
摘要翻译： 描述了一种为用户在与计算机程序交互时使用不同种类的数字墨水（例如手写字符，草图形状，手写公式）的集成平台的技术。 该平台解释用户的数字墨水输入并将一个或多个相关联的物品输出到应用程序中。 可以为不同的应用程序定制输出项。 一方面，平台包括具有用于接收数字墨水的不同操作模式的墨面板以及识别不同类型的数字墨水的识别服务。 识别服务可以包括识别不同类型的数字墨水的统一识别器，例如字符和形状。 可以包括另外的识别器，例如等式识别器。 如果识别结果是在非文本模式下的文本，则可以在关键词搜索中使用文本来定位项目; 否则，可以在没有关键词搜索的情况下使用识别结果。
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公开(公告)号：US20090003658A1
公开(公告)日：2009-01-01
申请号：US11821837
申请日：2007-06-26
申请人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
发明人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
IPC分类号： G06K9/00
CPC分类号： G06K9/00402 , G06F17/30253
摘要： Described is searching directly based on digital ink input to provide a result set of one or more items. Digital ink input (e.g., a handwritten character, sketched shape, gesture, drawing picture) is provided to a search engine and interpreted thereby, with a search result (or results) returned. Different kinds of digital ink can be used as search input without changing modes. The search engine includes a unified digital ink recognizer that recognizes digital ink as a character or another type of digital ink. When the recognition result is a character, the character may be used in a keyword search to find one or more corresponding non-character items, e.g., from a data store. When the recognition result is a non-character item, the non-character item is provided as the result, without keyword searching. The search result may appear as one or more item representations, such as in a user interface result panel.
摘要翻译： 描述的是基于数字墨水输入直接搜索以提供一个或多个项目的结果集。 将数字墨水输入（例如，手写字符，草图形状，手势，绘图图像）提供给搜索引擎，并由此返回搜索结果（或结果）。 不同类型的数字墨水可以用作搜索输入而不改变模式。 搜索引擎包括将数字墨水识别为字符或另一类型的数字墨水的统一数字墨水识别器。 当识别结果是字符时，可以在关键词搜索中使用该字符来查找例如来自数据存储的一个或多个相应的非字符项。 当识别结果是非字符项时，作为结果提供非字符项，而不进行关键字搜索。 搜索结果可以显示为一个或多个项目表示，例如在用户界面结果面板中。
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公开(公告)号：US08094939B2
公开(公告)日：2012-01-10
申请号：US11821837
申请日：2007-06-26
申请人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
发明人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
IPC分类号： G06K9/18
CPC分类号： G06K9/00402 , G06F17/30253
摘要： Described is searching directly based on digital ink input to provide a result set of one or more items. Digital ink input (e.g., a handwritten character, sketched shape, gesture, drawing picture) is provided to a search engine and interpreted thereby, with a search result (or results) returned. Different kinds of digital ink can be used as search input without changing modes. The search engine includes a unified digital ink recognizer that recognizes digital ink as a character or another type of digital ink. When the recognition result is a character, the character may be used in a keyword search to find one or more corresponding non-character items, e.g., from a data store. When the recognition result is a non-character item, the non-character item is provided as the result, without keyword searching. The search result may appear as one or more item representations, such as in a user interface result panel.
摘要翻译： 描述的是基于数字墨水输入直接搜索以提供一个或多个项目的结果集。 将数字墨水输入（例如，手写字符，草图形状，手势，绘图图像）提供给搜索引擎，并由此返回搜索结果（或结果）。 不同类型的数字墨水可以用作搜索输入而不改变模式。 搜索引擎包括将数字墨水识别为字符或另一类型的数字墨水的统一数字墨水识别器。 当识别结果是字符时，可以在关键词搜索中使用该字符来查找例如来自数据存储的一个或多个相应的非字符项。 当识别结果是非字符项时，作为结果提供非字符项，而不进行关键字搜索。 搜索结果可以显示为一个或多个项目表示，例如在用户界面结果面板中。
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公开(公告)号：US20090003703A1
公开(公告)日：2009-01-01
申请号：US11821858
申请日：2007-06-26
申请人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
发明人： Dongmei Zhang , Xiaohui Hou , Yingjun Qiu , Jian Wang
IPC分类号： G06K9/00
CPC分类号： G06K9/00422
摘要： Described is a unified digital ink recognizer that recognizes various different types of digital ink data, such as handwritten character data and custom data, e.g., sketched shapes, handwritten gestures, and/or drawn pictures, without further participation by a user such as recognition mode selection or parameter input. For a custom item, the output may be a Unicode value from a private use area of Unicode. Building the unified digital ink recognizer may include defining the data set to be recognized, extracting features of training samples corresponding to the dataset items to build a recognizer model, evaluating the recognizer model using testing data, and modifying the recognizer model using tuning data. The extracted features may be processed into feature data for a multi-dimensional nearest neighbor recognizer approach; the extracted features for the samples of each class is calculated and combined into the feature set for this class in the resulting recognizer model.
摘要翻译： 描述了一种统一的数字墨水识别器，其识别各种不同类型的数字墨水数据，例如手写字符数据和自定义数据，例如草图形状，手写手势和/或绘制的图像，而不需要诸如识别模式的用户的进一步参与 选择或参数输入。 对于自定义项目，输出可能是Unicode的私有使用区域的Unicode值。 构建统一数字墨水识别器可以包括定义要识别的数据集，提取与数据集项目相对应的训练样本的特征以构建识别器模型，使用测试数据评估识别器模型，以及使用调谐数据修改识别器模型。 提取的特征可以被处理成用于多维最近邻识别器方法的特征数据; 计算每个类的样本的提取特征，并将其组合到生成的识别器模型中的该类的特征集中。
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公开(公告)号：US20090002392A1
公开(公告)日：2009-01-01
申请号：US11821870
申请日：2007-06-26
申请人： Xiaohui Hou , Yingjun Qiu , Dongmei Zhang , Jian Wang
发明人： Xiaohui Hou , Yingjun Qiu , Dongmei Zhang , Jian Wang
IPC分类号： G06F17/24
CPC分类号： G06F17/242 , G06K9/00422
摘要： Described is a technology that provides an integrated platform for users to use different kinds of digital ink (e.g., handwritten characters, sketched shapes, handwritten formulas) when interacting with computer programs. The platform interprets the user's digital ink input and outputs one or more associated items into an application program. The output items can be customized for different application programs. In one aspect, the platform includes an ink panel having different operating modes for receiving digital ink, and a recognition service that recognizes different types of digital ink. The recognition service may include a unified recognizer that recognizes different types of digital ink, e.g., characters and shapes. Another recognizer may be included such as an equation recognizer. If the recognition result is text while in a non-text mode, the text may be used in a keyword search to locate items; otherwise, the recognition result may be used without keyword searching.
摘要翻译： 描述了一种为用户在与计算机程序交互时使用不同种类的数字墨水（例如手写字符，草图形状，手写公式）的集成平台的技术。 该平台解释用户的数字墨水输入并将一个或多个相关联的物品输出到应用程序中。 可以为不同的应用程序定制输出项。 一方面，平台包括具有用于接收数字墨水的不同操作模式的墨面板以及识别不同类型的数字墨水的识别服务。 识别服务可以包括识别不同类型的数字墨水的统一识别器，例如字符和形状。 可以包括另外的识别器，例如等式识别器。 如果识别结果是在非文本模式下的文本，则可以在关键词搜索中使用文本来定位项目; 否则，可以在没有关键词搜索的情况下使用识别结果。
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公开(公告)号：US08234706B2
公开(公告)日：2012-07-31
申请号：US11820759
申请日：2007-06-20
申请人： Dongmei Zhang , Yingnong Dang , Xiaohui Hou , Song Huang , Jian Wang
发明人： Dongmei Zhang , Yingnong Dang , Xiaohui Hou , Song Huang , Jian Wang
IPC分类号： G06F11/00
CPC分类号： G06Q10/00
摘要： A method for enabling access to software security data is provided. The method includes accessing data associated with software vulnerabilities from a plurality of on-line sources. The method further includes aggregating the data from the plurality of on-line sources and identifying attributes associated with the data. The method also includes enabling access to the aggregated data through a graphical user interface that can be used to analyze the data according to the attributes.
摘要翻译： 提供了一种用于访问软件安全数据的方法。 该方法包括从多个在线源访问与软件漏洞相关联的数据。 该方法还包括聚合来自多个在线源的数据和识别与该数据相关联的属性。 该方法还包括通过可用于根据属性分析数据的图形用户界面来访问聚合数据。
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公开(公告)号：US20090006883A1
公开(公告)日：2009-01-01
申请号：US11823213
申请日：2007-06-27
申请人： Dongmei Zhang , Yingnong Dang , Xiaohui Hou , Song Huang , Jian Wang
发明人： Dongmei Zhang , Yingnong Dang , Xiaohui Hou , Song Huang , Jian Wang
IPC分类号： G06F11/00
CPC分类号： G06F11/366
摘要： 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).
摘要翻译： 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。
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公开(公告)号：US09147271B2
公开(公告)日：2015-09-29
申请号：US11820636
申请日：2007-06-20
申请人： Yingnong Dang , Dongmei Zhang , Min Wang , Xiaohui Hou , Jian Wang
发明人： Yingnong Dang , Dongmei Zhang , Min Wang , Xiaohui Hou , Jian Wang
CPC分类号： G06T11/206 , G06F21/577
摘要： A method for enabling graphical representation of aggregated data is provided. The method includes accessing aggregated data retrieved from a plurality of on-line sources and receiving selection of a portion of the data through a graphical user interface. The method further includes identifying attributes associated with the portion of the data and generating a graphical representation of the portion of the data.
摘要翻译： 提供了一种用于实现聚合数据的图形表示的方法。 该方法包括访问从多个在线源检索的聚合数据，并通过图形用户界面接收对部分数据的选择。 所述方法还包括识别与所述数据的所述部分相关联的属性并且生成所述数据的所述部分的图形表示。
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公开(公告)号：US07890814B2
公开(公告)日：2011-02-15
申请号：US11823213
申请日：2007-06-27
申请人： Dongmei Zhang , Yingnong Dang , Xiaohui Hou , Song Huang , Jian Wang
发明人： Dongmei Zhang , Yingnong Dang , Xiaohui Hou , Song Huang , Jian Wang
IPC分类号： G06F11/00
CPC分类号： G06F11/366
摘要： 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).
摘要翻译： 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。
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