Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Routes of Persuasion02:20

Routes of Persuasion

63.9K
Persuasion is the process of changing our attitude toward something based on some kind of communication. Much of the persuasion we experience comes from outside forces. How do people convince others to change their attitudes, beliefs, and behaviors? What communications do you receive that attempt to persuade you to change your attitudes, beliefs, and behaviors?
63.9K
Models of Health Promotion and Illness Prevention I01:25

Models of Health Promotion and Illness Prevention I

2.0K
A model is a theoretical way to understand a concept or an idea. Models can overcome barriers to health regardless of diverse economic and cultural backgrounds. In addition, models make the task easier by providing different ways to approach complex issues. There are two major health promotion models: the health belief model and the health promotion model.
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
2.0K
Persuasion Strategies01:52

Persuasion Strategies

38.5K
Researchers have tested many persuasion strategies, including the foot-in-the door and the door-in-the-face techniques, in a variety of contexts. Ultimately, the principles are effective in selling products and changing people’s attitude, ideas, and behaviors (Cialdini & Goldstein, 2004).
38.5K
Stress Prevention and Stress Management Techniques VI01:30

Stress Prevention and Stress Management Techniques VI

27
Adopting a healthier lifestyle often requires overcoming significant challenges, but leveraging psychological, social, and cultural resources can facilitate meaningful change. Effective self-change hinges on understanding and applying key tools such as motivation and goal setting, which help sustain efforts toward long-term health benefits.
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
27
Combination Therapies and Personalized Medicine02:50

Combination Therapies and Personalized Medicine

4.9K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K
Social Proof00:52

Social Proof

27.5K
Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
27.5K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Transformative potential of digital systems for promoting human-wildlife coexistence: A systematic literature review.

Ambio·2026
Same author

Impact of play restriction during the COVID-19 pandemic on mental well-being in children with a chronic condition.

European journal of pediatrics·2024
Same author

Mining Bodily Cues to Deception.

Journal of nonverbal behavior·2024
Same author

Optimizing and Implementing a Community-Based Group Fall Prevention Program: A Mixed Methods Study.

International journal of environmental research and public health·2024
Same author

Playfulness and New Technologies in Hand Therapy for Children With Cerebral Palsy: Scoping Review.

JMIR serious games·2023
Same author

Extensive Angular Sampling Enables the Sensitive Localization of Macromolecules in Electron Tomograms.

International journal of molecular sciences·2023

相关实验视频

Updated: Jun 7, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
05:59

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity

Published on: March 7, 2019

6.7K

机器学习方法以个性化说服策略在促进身体活动的移动健康干预:范围审查和分类概述

Annette Brons1,2,3, Shihan Wang2, Bart Visser3

  • 1Digital Life Center, Amsterdam University of Applied Sciences, Amsterdam, Netherlands.

Journal of medical Internet research
|November 15, 2024
PubMed
概括

本综述概述了机器学习 (ML) 技术,用于在促进身体活动 (PA) 的移动健康干预中个性化说服力策略. 它提供了用于定制消息以增强PA推广的ML方法的分类.

关键词:
适应性 适应性 适应性人工智能的人工智能是人工智能.运动就是炼身体.移动应用程序移动应用程序推者系统推者系统强化学习是一种强化学习.监督学习学习监督学习裁服务 裁服务

更多相关视频

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
04:24

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

Published on: April 19, 2019

11.5K
Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance
06:26

Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance

Published on: September 27, 2024

383

相关实验视频

Last Updated: Jun 7, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
05:59

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity

Published on: March 7, 2019

6.7K
A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
04:24

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

Published on: April 19, 2019

11.5K
Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance
06:26

Author Spotlight: Exploring Breathing Techniques and Digital Solutions for Enhancing Running Performance

Published on: September 27, 2024

383

科学领域:

  • 数字健康数字健康
  • 行为科学 行为科学
  • 机器学习应用 机器学习应用

背景情况:

  • 身体不活动是一个全球性的健康问题,尽管已知身体活动 (PA) 的好处.
  • 移动健康干预措施在促进PA方面表现有前途,个性化增强了其有效性.
  • 机器学习 (ML) 为PA干预中个性化说服策略提供了先进的功能,但缺乏全面的概述.

研究的目的:

  • 提供机器学习 (ML) 技术的概述,用于个性化移动健康干预中的说服力策略,以促进身体活动 (PA).
  • 列出这些ML技术的分类,以指导未来的干预设计和开发.

主要方法:

  • 根据Arksey和O'Malley的框架和PRISMA-ScR指南进行了范围审查.
  • 在Scopus,Web of Science和PubMed中进行了搜索,并使用ASReview软件进行了选.
  • 数据提取集中在研究细节,目标群体,PA干预,使用的技术和ML个性化策略上.

主要成果:

  • 包括来自27个项目的40篇论文,按个性化维度分类.
  • 监督学习 (SL) 和强化学习是主要的ML类型,用于个性化消息时间和内容.
  • 出现了三级分类:个性化维度,说服力策略和ML类型,详细介绍了特定应用程序,如消息定时和内容个性化.

结论:

  • 开发的说服力策略和相应的ML方法的分类为设计个性化PA干预提供了有价值的见解.
  • 这一概述作为未来研究的基础,可能会扩大分类以更详细的ML方法和个性化维度.