公开(公告)号：US09002960B2

公开(公告)日：2015-04-07

申请号：US13593604

申请日：2012-08-24

申请人： Clemens Drews ,  Jalal U. Mahmud ,  Jeffrey W. Nichols

发明人： Clemens Drews ,  Jalal U. Mahmud ,  Jeffrey W. Nichols

IPC分类号： G06F15/16 ,  G06F17/30

CPC分类号： G06F17/30 ,  G06Q10/10 ,  G06Q50/01

摘要： Various embodiments relate to estimating the location of social network users. In one embodiment, a plurality of social media messages generated by a given user is received. A plurality of location features is extracted from the social media messages. Each of the location features is processed with at least one classifier from an ensemble of classifiers. A location classification is generated by each of the classifiers for each of the social media messages. Each classification comprises a location and a weight associated with that location. One of the locations is selected from the location classifications as the location of the given user based on a combination of the weights of the location classifications.

摘要翻译： 各种实施例涉及估计社交网络用户的位置。 在一个实施例中，接收由给定用户生成的多个社交媒体消息。 从社交媒体消息中提取多个位置特征。 每个位置特征都使用分类器集合中的至少一个分类器进行处理。 由每个社交媒体消息的分类器生成位置分类。 每个分类包括与该位置相关联的位置和权重。 基于位置分类的权重的组合，从位置分类中选择一个位置作为给定用户的位置。

公开(公告)号：US08904351B2

公开(公告)日：2014-12-02

申请号：US13562299

申请日：2012-07-30

申请人： Jalal U. Mahmud

发明人： Jalal U. Mahmud

IPC分类号： G06F9/44

CPC分类号： G06F11/3672

摘要： Embodiments of the invention relate to maintaining a repository of subroutines used by a software program under test based on an analysis of subroutine usage logs. One aspect of the invention concerns a method that comprises analyzing a log of subroutine usage by an application under test to identify subroutines used by the application based on actions in the subroutines, and comparing the identified subroutines against a repository of subroutines applicable to the application. The method may further designate a subroutine in the repository as a matching subroutine, modify or delete a subroutine, or add a new subroutine to the repository.

摘要翻译： 本发明的实施例涉及基于子程序使用日志的分析来维护被测软件程序所使用的子程序库。 本发明的一个方面涉及一种方法，该方法包括分析被测应用程序的子程序使用日志，以基于子程序中的动作来识别应用程序使用的子例程，以及将所识别的子程序与适用于该应用程序的子程序库进行比较。 该方法还可以将存储库中的子例程指定为匹配子例程，修改或删除子例程，或向存储库添加新的子程序。

公开(公告)号：US08972946B2

公开(公告)日：2015-03-03

申请号：US13569626

申请日：2012-08-08

申请人： Joel A. Bullard ,  Arnaldo Carreno-Fuentes ,  Margaret Cho ,  Michael G. Collins ,  Clemens Drews ,  Jalal U. Mahmud ,  Mark D. Vickstrom

发明人： Joel A. Bullard ,  Arnaldo Carreno-Fuentes ,  Margaret Cho ,  Michael G. Collins ,  Clemens Drews ,  Jalal U. Mahmud ,  Mark D. Vickstrom

IPC分类号： G06F9/44 ,  G06F11/36

CPC分类号： G06F11/368

摘要： Embodiments of the invention relate to test case maintenance for user interfaces. In one embodiment, user source and test cases are linked for test case maintenance. A link is determined to have been created between a user interface and at least one test script. The test script includes a set of test instructions. The user interface includes a set of user interface elements. Each test instruction is run against the user interface. Mapping information for each test instruction is generated. A change is determined to have occurred in at least one of the user interface and the test script. In response to a change having occurred to the user interface, at least one test instruction affected by the change is identified. In response to a change having occurred to the test script, at least one user interface element affected by the change to the test script is identified.

摘要翻译： 本发明的实施例涉及用户界面的测试用例维护。 在一个实施例中，用户源和测试用例被链接用于测试用例维护。 确定在用户界面和至少一个测试脚本之间创建了一个链接。 测试脚本包含一组测试指令。 用户界面包括一组用户界面元素。 每个测试指令都是针对用户界面运行的。 生成每个测试指令的映射信息。 确定在至少一个用户界面和测试脚本中发生了更改。 响应于对用户界面发生的改变，识别受变化影响的至少一个测试指令。 响应于测试脚本发生更改，识别受测试脚本更改影响的至少一个用户界面元素。

公开(公告)号：US08806330B2

公开(公告)日：2014-08-12

申请号：US13586322

申请日：2012-08-15

申请人： Jalal U. Mahmud

发明人： Jalal U. Mahmud

IPC分类号： G06F17/00 ,  G06F17/30

CPC分类号： G06F17/30896

摘要： Embodiments of the invention relate to detecting items lists. In one embodiment, a web browsing interaction history of a user associated with a given web page is analyzed. The web browsing interaction history indicates that the user interacted with at least one element of the web page. A document object model (DOM) of the given web page is constructed. A node within the DOM corresponding to the element in the web page is identified based on analyzing the web browsing interaction history. An ancestor node of the node that corresponds to an item list within the web page comprising the element is identified based on at least a distribution of child tags of the ancestor node.

摘要翻译： 本发明的实施例涉及检测项目列表。 在一个实施例中，分析与给定网页相关联的用户的网页浏览交互历史。 网页浏览交互历史表示用户与网页的至少一个元素交互。 构建给定网页的文档对象模型（DOM）。 基于分析网页浏览交互历史来识别对应于网页中的元素的DOM内的节点。 基于至少祖先节点的子标签的分布来识别与包括元素的网页内的项目列表对应的节点的祖先节点。

公开(公告)号：US08639560B2

公开(公告)日：2014-01-28

申请号：US13587305

申请日：2012-08-16

申请人： Eser Kandogan ,  Jalal U. Mahmud ,  Barton A. Smith

发明人： Eser Kandogan ,  Jalal U. Mahmud ,  Barton A. Smith

IPC分类号： G06Q10/00

CPC分类号： G06Q30/0201

摘要： Embodiments of the invention relate to performing brand analysis based on user's interactions with search results. In one embodiment, at least one search result list is analyzed. The search result includes a set of items corresponding to at least one search request submitted by at least one user. The set of items in the at least one search result list is determined to include at least one item corresponding to a brand analysis target item, and at least one other item. A selection by the at least one user of one of the brand analysis target item and the other item from the at least one search result list is recorded for the at least one search result list. A brand analysis metric is generated based on the recording. The brand analysis metric indicates a ratio of selections between the brand analysis target item and the other item.

摘要翻译： 本发明的实施例涉及基于用户与搜索结果的交互来执行品牌分析。 在一个实施例中，分析至少一个搜索结果列表。 搜索结果包括与由至少一个用户提交的至少一个搜索请求相对应的一组项目。 所述至少一个搜索结果列表中的项目集合被确定为包括与品牌分析目标项目相对应的至少一个项目和至少一个其他项目。 所述至少一个搜索结果列表记录所述至少一个用户对所述品牌分析目标项目和来自所述至少一个搜索结果列表的其他项目的选择。 基于记录生成品牌分析度量。 品牌分析指标表示品牌分析目标项目与其他项目之间的选择比例。

公开(公告)号：US20130268514A1

公开(公告)日：2013-10-10

申请号：US13587305

申请日：2012-08-16

申请人： Eser KANDOGAN ,  Jalal U. Mahmud ,  Barton A. Smith

发明人： Eser KANDOGAN ,  Jalal U. Mahmud ,  Barton A. Smith

IPC分类号： G06F17/30

CPC分类号： G06Q30/0201

摘要： Embodiments of the invention relate to performing brand analysis based on user's interactions with search results. In one embodiment, at least one search result list is analyzed. The search result includes a set of items corresponding to at least one search request submitted by at least one user. The set of items in the at least one search result list is determined to include at least one item corresponding to a brand analysis target item, and at least one other item. A selection by the at least one user of one of the brand analysis target item and the other item from the at least one search result list is recorded for the at least one search result list. A brand analysis metric is generated based on the recording. The brand analysis metric indicates a ratio of selections between the brand analysis target item and the other item.

公开(公告)号：US20130167116A1

公开(公告)日：2013-06-27

申请号：US13562299

申请日：2012-07-30

申请人： Jalal U. Mahmud

发明人： Jalal U. Mahmud

IPC分类号： G06F9/44

CPC分类号： G06F11/3672

摘要： Embodiments of the invention relate to maintaining a repository of subroutines used by a software program under test based on an analysis of subroutine usage logs. One aspect of the invention concerns a method that comprises analyzing a log of subroutine usage by an application under test to identify subroutines used by the application based on actions in the subroutines, and comparing the identified subroutines against a repository of subroutines applicable to the application. The method may further designate a subroutine in the repository as a matching subroutine, modify or delete a subroutine, or add a new subroutine to the repository.

摘要翻译： 本发明的实施例涉及基于子程序使用日志的分析来维护被测软件程序所使用的子程序库。 本发明的一个方面涉及一种方法，该方法包括分析被测应用程序的子程序使用日志，以基于子程序中的动作来识别应用程序使用的子例程，以及将所识别的子程序与适用于该应用程序的子程序库进行比较。 该方法还可以将存储库中的子例程指定为匹配子例程，修改或删除子例程，或向存储库添加新的子程序。

公开(公告)号：US09626159B2

公开(公告)日：2017-04-18

申请号：US13561378

申请日：2012-07-30

申请人： Jalal U. Mahmud

发明人： Jalal U. Mahmud

IPC分类号： G06F11/34 ,  G06F9/44 ,  G06F17/30

CPC分类号： G06F8/30 ,  G06F11/3414 ,  G06F11/3438 ,  G06F17/30873 ,  G06F17/30876

摘要： Embodiments of the invention relate to automatically identifying web browsing tasks based on a web browsing interaction history. According to one embodiment of the invention, a web browsing interaction history of a user is analyzed to identify web browsing actions associated with web sites. Abstracted action sequences for the web browsing actions that are identified are generated, and action subsequences for the abstracted action sequences are generated. A similarity between each of the action subsequences is determined, and similar action subsequences are designated as a web browsing task.

公开(公告)号：US08954933B2

公开(公告)日：2015-02-10

申请号：US13149438

申请日：2011-05-31

申请人： Joel A. Bullard ,  Arnaldo Carreno-Fuentes ,  Margaret Cho ,  Michael G. Collins ,  Clemens Drews ,  Jalal U. Mahmud ,  Mark D. Vickstrom

发明人： Joel A. Bullard ,  Arnaldo Carreno-Fuentes ,  Margaret Cho ,  Michael G. Collins ,  Clemens Drews ,  Jalal U. Mahmud ,  Mark D. Vickstrom

IPC分类号： G06F9/44 ,  G06F11/36

CPC分类号： G06F11/368

摘要： Embodiments of the invention relate to test case maintenance for user interfaces. In one embodiment, user source and test cases are linked for test case maintenance. A link is determined to have been created between a user interface and at least one test script. The test script includes a set of test instructions. The user interface includes a set of user interface elements. Each test instruction is run against the user interface. Mapping information for each test instruction is generated. A change is determined to have occurred in at least one of the user interface and the test script. In response to a change having occurred to the user interface, at least one test instruction affected by the change is identified. In response to a change having occurred to the test script, at least one user interface element affected by the change to the test script is identified.

公开(公告)号：US08799866B2

公开(公告)日：2014-08-05

申请号：US13149393

申请日：2011-05-31

申请人： Joel A. Bullard ,  Arnaldo Carreno-Fuentes ,  Margaret H. Cho ,  Michael G. Collins ,  Clemens Drews ,  Jalal U. Mahmud ,  Mark D. Vickstrom

发明人： Joel A. Bullard ,  Arnaldo Carreno-Fuentes ,  Margaret H. Cho ,  Michael G. Collins ,  Clemens Drews ,  Jalal U. Mahmud ,  Mark D. Vickstrom

IPC分类号： G06F9/44 ,  G06F11/36

CPC分类号： G06F11/3684 ,  G06F3/048 ,  G06F8/38 ,  G06F11/3664 ,  G06F11/3668 ,  G06F11/3688 ,  G06F17/50

摘要： Embodiments of the invention relate automatically generating and positioning user interface elements. In one embodiment, user interface elements are automatically generated and positioned on a user interface. At least one test script associated with a user interface is received as an input. The test script includes a set of test instructions. Each test instruction in the set of test instructions is parsed. A set of user interface elements referenced by each test instruction is identified in response to the parsing. A determination is made as to whether the user interface includes the set of user interface elements. At least one user interface element in the set of user interface elements is generated in response to the user interface failing to include the at least one user interface element.

摘要翻译： 本发明的实施例涉及自动生成和定位用户界面元素。 在一个实施例中，用户界面元素被自动生成并定位在用户界面上。 接收与用户界面相关联的至少一个测试脚本作为输入。 测试脚本包含一组测试指令。 解析测试指令集中的每个测试指令。 响应于解析，识别由每个测试指令引用的一组用户界面元素。 确定用户界面是否包括一组用户界面元素。 响应于用户界面未能包括至少一个用户界面元素而生成该组用户界面元素中的至少一个用户界面元素。