公开(公告)号：US09454732B1

公开(公告)日：2016-09-27

申请号：US13683378

申请日：2012-11-21

Applicant: Amazon Technologies, Inc.

Inventor： Lian R. Garton ,  Luhui Hu

IPC: G06F15/18 ,  G06N99/00

CPC classification number: G06N99/005 ,  G06Q10/0631

Abstract: Some examples include receiving data from a source external to an adaptive machine learning platform that includes at least one machine learning component. Some implementations may execute a machine learning component to generate a machine learning component output. The machine learning component output may be generated at least in part based on the received data. A command may be generated based at least in part on the machine learning component output, and the command may be communicated to an action plugin. The action plugin manager may be used to configure one or more parameters of an action representing an automated workflow to be executed by the action plugin in response to receiving the command.

Abstract translation: 一些示例包括从包括至少一个机器学习组件的自适应机器学习平台的外部源接收数据。 一些实现可以执行机器学习部件来生成机器学习部件输出。 可以至少部分地基于所接收的数据来生成机器学习部件输出。 可以至少部分地基于机器学习部件输出来生成命令，并且可以将命令传达到动作插件。 操作插件管理器可以用于配置代表由操作插件响应于接收到该命令而执行的自动化工作流的动作的一个或多个参数。