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相关概念视频

Types of Stressors01:23

Types of Stressors

236
A stressor is any event, condition, or stimulus that triggers stress and causes a physical or psychological response in the body. Stressors can be categorized into three main types: catastrophes; significant life changes; and daily hassles, including social stress. Each can be detrimental to physical and mental well-being.
Catastrophes
Catastrophes refer to large-scale, unpredictable events that create overwhelming stress and a sense of threat. Examples include natural disasters like...
236
Applications of Stress01:04

Applications of Stress

371
Consider a structure made of a boom and a rod designed to support a load. These two components are connected by a pin and stabilized by brackets and pins. The boom and the rod are detached from their supports to assess the different stresses imposed on this structure, and a free-body diagram is drawn. Then, all the forces applied, including the load acting on the structure, are identified. The reaction forces exerted on both the boom and the rod are computed using the equilibrium equations.
The...
371
Introduction to Stress and Lifestyle01:27

Introduction to Stress and Lifestyle

148
Stress is a multifaceted response to events perceived as challenging or threatening, highlighting physical, emotional, cognitive, and behavioral reactions. Physically, stress can lead to fatigue, sleep disruptions, and various health issues such as frequent colds, chest pains, and nausea. Emotionally, it can manifest as anxiety, depression, irritability, and anger triggered by both minor and major life events. Cognitively, it may result in difficulty in concentration, memory, and...
148
Stress Prevention and Stress Management Techniques V01:28

Stress Prevention and Stress Management Techniques V

53
A social support system is a structured network of personal relationships that provides assistance to individuals facing various challenges, offering a buffer against psychological and physical stressors. This network may consist of family members, friends, neighbors, colleagues, or other community members who provide resources and companionship. Social support can take many forms, including advice, emotional comfort, practical help, and companionship. Research indicates that these networks can...
53
Stress Concentrations01:13

Stress Concentrations

262
The concept of stress concentration is crucial for understanding how materials respond under bending stresses, particularly when there are irregularities or discontinuities in the material's geometry. Normally, stress in a symmetric member subjected to pure bending is assumed to be uniformly distributed across the entire cross-section. However, this assumption does not hold when there are variations in the cross-sectional geometry or the presence of notches and holes.
The stress...
262
Components of Stress01:23

Components of Stress

245
Stress analysis under multiple loading conditions is intricate, necessitating a comprehensive grasp of normal and shearing stresses. Consider a small cube at point O, subjected to stress on all six faces, visible or not. Normal stress components σx, σy, σz act perpendicularly to the x, y, and z axes. Shearing stress components τxy and τxz are exerted on faces perpendicular to these axes.
Interestingly, the hidden cube faces also experience these stresses, equal and...
245

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Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
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基于社交媒体的持续压力检测.

Yang Ding, Ling Feng, Lei Cao

    IEEE journal of biomedical and health informatics
    |June 13, 2023
    PubMed
    概括

    本研究介绍了使用社交媒体数据进行持续压力检测的自适应方法. 它提出了一种新的知识蒸技术,以有效地更新压力检测模型,而无需从头开始重新培训.

    科学领域:

    • 计算社会科学 计算社会科学
    • 机器学习用于心理健康
    • 情感计算是一种情感计算.

    背景情况:

    • 社交媒体越来越多地用于压力检测.
    • 现有的模型往往需要通过新数据进行完整的重新训练.
    • 需要不断调整压力检测模型.

    研究的目的:

    • 为了确定压力检测模型的最佳适应触发器.
    • 开发一种用于不断调整模型的方法.
    • 解决静态应力检测模型的局限性.

    主要方法:

    • 制定了一个持续应激检测任务.
    • 设计了一个协议来量化模型适应触发器.
    • 开发了一种基于层继承的知识蒸方法.

    主要成果:

    • 在三标压力检测中实现了86.32%的准确性.
    • 在双标签应力检测中实现了91.56%的准确性.
    • 在讯微博数据集上验证了自适应知识蒸方法的有效性.

    结论:

    • 拟议的自适应层继承方法有效地更新了应力检测模型.

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  • 持续适应可以在动态的社交媒体环境中提高性能.
  • 这种方法提供了一种更有效的方式来保持精确的应力检测模型.