公开(公告)号：US07694307B2

公开(公告)日：2010-04-06

申请号：US10665249

申请日：2003-09-18

Applicant: Achim Kraiss ,  Jens Weidner ,  Marcus Dill ,  Sven Gilg ,  Harish Hoskere Mahabal ,  Dipankar Roy ,  Vikas Bhan ,  Manikandan V ,  Girish V. Kulkarni

Inventor： Achim Kraiss ,  Jens Weidner ,  Marcus Dill ,  Sven Gilg ,  Harish Hoskere Mahabal ,  Dipankar Roy ,  Vikas Bhan ,  Manikandan V ,  Girish V. Kulkarni

IPC: G06F9/46 ,  G06F7/00 ,  G06F15/16

CPC classification number: G06Q99/00 ,  G06Q30/02

Abstract: One implementation provides a computer system for invoking execution of analytical tasks in sequence. In this implementation, the computer system is programmed to receive a request to execute an analytical task from a front-end software application, and determine that a first additional analytical task needs to be executed before the requested analytical task. The computer system is then programmed to invoke execution of the first additional analytical task on a first analytical engine. Using information generated from the execution of the first additional analytical task, the computer system is then programmed to invoke execution of the requested analytical task on a second analytical engine.

Abstract translation: 一个实现提供了用于依次调用分析任务的执行的计算机系统。 在该实现中，计算机系统被编程为从前端软件应用程序接收执行分析任务的请求，并且确定需要在请求的分析任务之前执行第一附加分析任务。 然后将计算机系统编程为在第一分析引擎上调用第一附加分析任务的执行。 使用从执行第一附加分析任务生成的信息，然后将计算机系统编程为在第二分析引擎上调用所请求的分析任务的执行。

公开(公告)号：US07373633B2

公开(公告)日：2008-05-13

申请号：US10454370

申请日：2003-06-03

Applicant: Achim Kraiss ,  Jens Weidner ,  Marcus Dill ,  Sven Gilg ,  Harish Hoskere Mahabal ,  Dipankar Roy ,  Vikas Bhan ,  Manikandan V ,  Girish V. Kulkarni ,  Ramine Eskandari

Inventor： Achim Kraiss ,  Jens Weidner ,  Marcus Dill ,  Sven Gilg ,  Harish Hoskere Mahabal ,  Dipankar Roy ,  Vikas Bhan ,  Manikandan V ,  Girish V. Kulkarni ,  Ramine Eskandari

IPC: G06F9/44

CPC classification number: G06F9/445 ,  G06F17/30569 ,  Y10S707/99942

Abstract: One implementation provides a computer system that integrates software applications with analytical software applications. In this implementation, the computer system is programmed to receive a request from a software application to execute an analytical task, such as a prediction task or a key performance indicator (KPI) lookup task. The request includes a task name and input information. The computer system then uses the task name to identify an analytical engine and a data store, and invokes an analytical software application in the analytical engine to execute the analytical task. The analytical task is executed using the identified data store and the received input information. The computer system receives task output from the invoked analytical software application, the task output including output information generated during execution of the analytical task. The computer system then sends the output information to the software application that made the request.

Abstract translation: 一个实现提供了一个将软件应用程序与分析软件应用程序集成的计算机系统。 在该实现中，计算机系统被编程为接收来自软件应用程序的请求以执行诸如预测任务或关键性能指标（KPI）查找任务之类的分析任务。 该请求包括任务名称和输入信息。 然后，计算机系统使用任务名称来识别分析引擎和数据存储，并在分析引擎中调用分析软件应用程序来执行分析任务。 使用所识别的数据存储和接收到的输入信息来执行分析任务。 计算机系统从调用的分析软件应用程序接收任务输出，该任务输出包括执行分析任务期间生成的输出信息。 然后，计算机系统将输出信息发送到发出请求的软件应用程序。

公开(公告)号：US07360215B2

公开(公告)日：2008-04-15

申请号：US10652872

申请日：2003-08-29

Applicant: Achim Kraiss ,  Jens Weidner ,  Marcus Dill

Inventor： Achim Kraiss ,  Jens Weidner ,  Marcus Dill

IPC: G06F9/46 ,  G06F9/44 ,  G06F9/45

CPC classification number: G06Q99/00

Abstract: One implementation provides a computer system that is capable of processing task requests from front-end software applications. The computer system is programmed to receive a task request from a front-end software application. The task request includes input values and a task name that is associated with an analytical task of a particular type to be executed. The computer system is also programmed to use the task request to select a subset of the input values needed for execution of the analytical task of the particular type, create a task invocation request that includes the selected input values, and send the task invocation request to an analytical engine.

Abstract translation: 一个实现提供了能够处理来自前端软件应用的任务请求的计算机系统。 计算机系统被编程为从前端软件应用程序接收任务请求。 任务请求包括与要执行的特定类型的分析任务相关联的输入值和任务名称。 计算机系统还被编程为使用任务请求来选择执行特定类型的分析任务所需的输入值的子集，创建包括所选输入值的任务调用请求，并将任务调用请求发送到 一个分析引擎

公开(公告)号：US07567950B2

公开(公告)日：2009-07-28

申请号：US10757315

申请日：2004-01-14

Applicant: Achim Kraiss

Inventor： Achim Kraiss

IPC: G06F17/30

CPC classification number: G06F9/54 ,  G06F2209/541 ,  Y10S707/99932 ,  Y10S707/99935

Abstract: One embodiment of the invention provides a computer system that is operable to invoke multiple executions of an analytical task in response to receiving a request for analytical information from a front-end software application. In this embodiment, the computer system is programmed to use the request to identify a first input value, and invoke a first execution of the analytical task by providing the first input value to a first analytical engine. The computer system is further programmed to identify a second input value, and invoke a second execution of the analytical task by providing both the first and second input values to a second analytical engine.

Abstract translation: 本发明的一个实施例提供一种计算机系统，其可操作以响应于从前端软件应用接收到对分析信息的请求来调用分析任务的多次执行。 在该实施例中，计算机系统被编程为使用该请求来识别第一输入值，并且通过向第一分析引擎提供第一输入值来调用分析任务的第一执行。 计算机系统进一步被编程为识别第二输入值，并且通过向第二分析引擎提供第一和第二输入值来调用分析任务的第二执行。

公开(公告)号：US07370316B2

公开(公告)日：2008-05-06

申请号：US10633884

申请日：2003-08-04

Applicant: Achim Kraiss ,  Jens Weidner

Inventor： Achim Kraiss ,  Jens Weidner

IPC: G06F9/44

CPC classification number: G06F9/44536 ,  G06F17/30309 ,  G06F17/3056 ,  Y10S707/99932 ,  Y10S707/99935 ,  Y10S707/99942

Abstract: One implementation provides a computer system that allows front-end software applications to use multiple versions of a data mining model during execution of analytical tasks. In this implementation, the computer system includes a model version selection module that is operable to use a task name in a task request received from a front-end software application to determine a specific version of a data mining model to be used during execution of an analytical task. The computer system also includes a mapping module that is operable to map input data included in the task request received from the front-end software application into a format usable by the specific version of the data mining model.

Abstract translation: 一个实现提供了一种计算机系统，其允许前端软件应用在执行分析任务期间使用数据挖掘模型的多个版本。 在该实现中，计算机系统包括模型版本选择模块，该模型版本选择模块可操作以在从前端软件应用接收的任务请求中使用任务名称来确定要在执行期间使用的数据挖掘模型的特定版本 分析任务。 计算机系统还包括映射模块，其可操作以将从前端软件应用接收的任务请求中包括的输入数据映射为数据挖掘模型的特定版本可使用的格式。

公开(公告)号：US20050154687A1

公开(公告)日：2005-07-14

申请号：US10757651

申请日：2004-01-14

Applicant: Achim Kraiss

Inventor： Achim Kraiss

IPC: G06F15/18 ,  G06N5/04 ,  G06N7/00

CPC classification number: G06N5/04 ,  G06N7/00

Abstract: One embodiment of the invention provides a computer-implemented method for providing prediction results to an application system during an interactive session with a user. In this embodiment, the method includes receiving a first set of input values from the application system, using a data mining model along with the first set of input values to compute a first prediction result, and saving state information generated from the computation of the first prediction result. The method further includes receiving a second set of input values from the application system, and using the data mining model along with the state information and the second set of input values to compute a second prediction result.

Abstract translation: 本发明的一个实施例提供了一种用于在与用户的交互式会话期间向应用系统提供预测结果的计算机实现的方法。 在该实施例中，该方法包括从应用系统接收第一组输入值，使用数据挖掘模型连同第一组输入值来计算第一预测结果，并且从第一组计算得到的状态信息 预测结果。 该方法还包括从应用系统接收第二组输入值，并且使用数据挖掘模型连同状态信息和第二组输入值来计算第二预测结果。

公开(公告)号：US07848909B2

公开(公告)日：2010-12-07

申请号：US10757651

申请日：2004-01-14

Applicant: Achim Kraiss

Inventor： Achim Kraiss

IPC: G06G7/48 ,  G06G7/00 ,  G06F9/45 ,  G06E1/00 ,  G06E3/00

CPC classification number: G06N5/04 ,  G06N7/00

Abstract: One embodiment of the invention provides a computer-implemented method for providing prediction results to an application system during an interactive session with a user. In this embodiment, the method includes receiving a first set of input values from the application system, using a data mining model along with the first set of input values to compute a first prediction result, and saving state information generated from the computation of the first prediction result. The method further includes receiving a second set of input values from the application system, and using the data mining model along with the state information and the second set of input values to compute a second prediction result.

Abstract translation: 本发明的一个实施例提供了一种用于在与用户的交互式会话期间向应用系统提供预测结果的计算机实现的方法。 在该实施例中，该方法包括从应用系统接收第一组输入值，使用数据挖掘模型连同第一组输入值来计算第一预测结果，并且从第一组计算得到的状态信息 预测结果。 该方法还包括从应用系统接收第二组输入值，并且使用数据挖掘模型连同状态信息和第二组输入值来计算第二预测结果。

公开(公告)号：US07558726B2

公开(公告)日：2009-07-07

申请号：US10664771

申请日：2003-09-17

Applicant: Achim Kraiss ,  Harish Hoskere Mahabal ,  Dipankar Roy

Inventor： Achim Kraiss ,  Harish Hoskere Mahabal ,  Dipankar Roy

IPC: G06F17/28

CPC classification number: G06F17/289

Abstract: An analytical application provider may provide certain middleware functionality that includes updating model output to include textual descriptions of the data mining model and the data fields in a language selected by a front-end application. Certain implementations of the invention relate to a computer-implemented method for providing multi-language support for data mining models. Some implementations relate to computer-implemented method for outputting textual descriptions of data fields in a data mining model in a selected language.

Abstract translation: 分析应用提供商可以提供某些中间件功能，其包括更新模型输出以包括以前端应用选择的语言的数据挖掘模型和数据字段的文本描述。 本发明的某些实现涉及用于为数据挖掘模型提供多语言支持的计算机实现的方法。 一些实现涉及用于以所选择的语言输出数据挖掘模型中的数据字段的文本描述的计算机实现的方法。

公开(公告)号：US20050154748A1

公开(公告)日：2005-07-14

申请号：US10757315

申请日：2004-01-14

Applicant: Achim Kraiss

Inventor： Achim Kraiss

IPC: G06F9/46 ,  G06F17/00

CPC classification number: G06F9/54 ,  G06F2209/541 ,  Y10S707/99932 ,  Y10S707/99935

Abstract: One embodiment of the invention provides a computer system that is operable to invoke multiple executions of an analytical task in response to receiving a request for analytical information from a front-end software application. In this embodiment, the computer system is programmed to use the request to identify a first input value, and invoke a first execution of the analytical task by providing the first input value to a first analytical engine. The computer system is further programmed to identify a second input value, and invoke a second execution of the analytical task by providing both the first and second input values to a second analytical engine.

Abstract translation: 本发明的一个实施例提供一种计算机系统，其可操作以响应于从前端软件应用接收到对分析信息的请求来调用分析任务的多个执行。 在该实施例中，计算机系统被编程为使用该请求来识别第一输入值，并通过向第一分析引擎提供第一输入值来调用分析任务的第一执行。 计算机系统进一步被编程为识别第二输入值，并且通过向第二分析引擎提供第一和第二输入值来调用分析任务的第二执行。