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相关概念视频

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A fixed action pattern (FAP) is a specific, hard-wired sequence of behaviors that occurs in response to an external stimulus, called a sign stimulus. The behavior is “fixed” because it is essentially unchangeable—proceeding similarly across individuals of a species every time it occurs.
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A schema is a mental construct consisting of a cluster or collection of related concepts (Bartlett, 1932). There are many different types of schemata, and they all have one thing in common: schemata are a method of organizing information that allows the brain to work more efficiently. When a schema is activated, the brain makes immediate assumptions about the person or object being observed.
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Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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智能家居的依赖意识行动规划

Jongjin Kim1, Jaeri Lee1, Jeongin Yun1

  • 1Data Mining Lab, Seoul National University, Seoul, Korea.

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此摘要是机器生成的。

智能Aid使智能家居系统能够根据用户需求为连接的设备计划行动. 这种方法模拟设备状态和动作依赖性,以准确控制,改进物联网 (IoT) 体验.

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科学领域:

  • 人工智能的人工智能
  • 智能家居技术 智能家居技术
  • 物联网 (IoT) 的物联网 (IoT) 的物联网.

背景情况:

  • 现代智能家居系统利用物联网 (IoT) 技术来控制设备.
  • 语音助理 (例如Bixby,Alexa) 允许用户通过指定所需状态来指挥设备,而不是直接执行操作.
  • 有效的行动计划对于智能家居系统来说至关重要,以准确地解释用户意图和控制设备.

研究的目的:

  • 为智能家居系统提出一种新的行动规划方法,SmartAid.
  • 为应对处理大规模状态转换和设备功能的复杂依赖的挑战.
  • 为了使智能家居系统能够根据用户查询指定目标设备状态来生成准确的动作序列.

主要方法:

  • 智能助手学习模型,代表设备操作的先决条件和操作.
  • 它使用状态过渡日志来构建现实世界设备行为的全面模型.
  • 该方法通过考虑设备功能和操作之间的依赖关系来生成行动计划.

主要成果:

  • 从状态过渡日志中,SmartAid成功地模拟了现实世界的设备行为.
  • 该系统展示了为用户指定的设备状态生成准确的动作序列的能力.
  • 实验结果验证了SmartAid在智能家居行动计划中的有效性.

结论:

  • 在智能家居系统中,SmartAid为行动规划提供了有效的解决方案.
  • 拟议的方法增强了智能家居系统理解和执行用户命令的能力.
  • 这项研究有助于更智能,更响应的智能家居环境.