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    • 1. 发明申请
    • Software feature modeling and recognition
    • 软件特征建模与识别
    • US20080312899A1
    • 2008-12-18
    • US11818596
    • 2007-06-15
    • Yantao LiBing SunShuguang YeGuowei LiuWenli ZhuHaidong ZhangMin WangJian Wang
    • Yantao LiBing SunShuguang YeGuowei LiuWenli ZhuHaidong ZhangMin WangJian Wang
    • G06F9/45G06F3/048
    • G06F11/28
    • Described is a technology by which software program feature usage is located within a sequence of commands collected during program usage sessions. For example, feature generally corresponds to a series of commands, such as copy and paste. A visual modeling component is controlled via drag-and-drop operations to describe a feature model, which is then compiled by a compiler into a finite state machine. Noise models may be used to exclude any command in the sequence that is irrelevant to the feature usage. A recognition process uses the finite state machine to locate program feature usage within the sequence of recorded commands by matching command sub-sequences corresponding to the feature model via the state machine. An analyzer may then use the located matches to provide an analysis report on feature usage.
    • 描述了软件程序特征使用位于在程序使用会话期间收集的一系列命令中的技术。 例如,特征通常对应于一系列命令,例如复制和粘贴。 视觉建模组件通过拖放操作进行控制,以描述特征模型,然后将其由编译器编译成有限状态机。 噪声模型可用于排除序列中与特征使用无关的任何命令。 识别过程使用有限状态机通过状态机匹配与特征模型对应的命令子序列来定位记录命令序列内的节目特征使用。 然后,分析仪可以使用定位的匹配来提供关于特征使用的分析报告。
    • 2. 发明授权
    • Software feature modeling and recognition
    • 软件特征建模与识别
    • US07680645B2
    • 2010-03-16
    • US11818596
    • 2007-06-15
    • Yantao LiBing SunShuguang YeGuowei LiuWenli ZhuHaidong ZhangMin WangJian Wang
    • Yantao LiBing SunShuguang YeGuowei LiuWenli ZhuHaidong ZhangMin WangJian Wang
    • G06F9/45
    • G06F11/28
    • Described is a technology by which software program feature usage is located within a sequence of commands collected during program usage sessions. For example, feature generally corresponds to a series of commands, such as copy and paste. A visual modeling component is controlled via drag-and-drop operations to describe a feature model, which is then compiled by a compiler into a finite state machine. Noise models may be used to exclude any command in the sequence that is irrelevant to the feature usage. A recognition process uses the finite state machine to locate program feature usage within the sequence of recorded commands by matching command sub-sequences corresponding to the feature model via the state machine. An analyzer may then use the located matches to provide an analysis report on feature usage.
    • 描述了软件程序特征使用位于在程序使用会话期间收集的一系列命令中的技术。 例如,特征通常对应于一系列命令,例如复制和粘贴。 视觉建模组件通过拖放操作进行控制,以描述特征模型,然后将其由编译器编译成有限状态机。 噪声模型可用于排除序列中与特征使用无关的任何命令。 识别过程使用有限状态机通过状态机匹配与特征模型对应的命令子序列来定位记录命令序列内的节目特征使用。 然后,分析仪可以使用定位的匹配来提供关于特征使用的分析报告。
    • 5. 发明授权
    • Software feature usage analysis and reporting
    • 软件功能使用分析和报告
    • US07747988B2
    • 2010-06-29
    • US11818600
    • 2007-06-15
    • Wenli ZhuYantao LiQiang WangHaidong ZhangBing SunGuowei LiuShuguang YeMin WangAdan Azfar MahmudJian Wang
    • Wenli ZhuYantao LiQiang WangHaidong ZhangBing SunGuowei LiuShuguang YeMin WangAdan Azfar MahmudJian Wang
    • G06F9/44
    • G06F11/3466G06F2201/865
    • Described is a technology for analyzing usage of a software program's features. Software instrumentation data is collected during actual user program usage sessions. The collected data is then processed to determine various feature usage counts and other information, cross-feature usage (e.g., among users who use a feature, how many use another feature or program), and characteristics of feature users, e.g., how long, how much, how often and how extensive feature users use a program. Session analysis may be performed to provide information about the number of sessions in which a set of features occur. Feature usage trends over time may also be determined via analysis. A user interface is described for facilitating selection of one or more features to analyze, for facilitating selection of a group of users, and/or for outputting results corresponding to the analysis.
    • 描述了一种用于分析软件程序功能的使用的技术。 在实际用户程序使用会话期间收集软件仪器数据。 然后处理所收集的数据以确定各种特征使用计数和其他信息,交叉特征使用(例如,在使用特征的用户中,使用另一个特征或程序的用户数量)以及特征用户的特征,例如多长时间, 用户使用程序多少,多长时间以及广泛的功能。 可以执行会话分析以提供关于一组特征出现的会话数量的信息。 随着时间的推移,功能使用趋势也可以通过分析来确定。 描述用户界面以便于选择一个或多个特征以分析,以便于选择一组用户,和/或用于输出对应于该分析的结果。