个人目标,用户参与度和饮食坚持度在基于人工智能的营养和体力活动个性化移动应用程序中
Elena Patra1, Anna Kokkinopoulou1, Saskia Wilson-Barnes2
1Nutrition Information Systems Laboratory (NISLAB), Department of Nutritional Sciences and Dietetics, International Hellenic University, 57400 Thessaloniki, Greece.
Life (Basel, Switzerland)
|October 26, 2024
概括
蛋白质移动应用程序使用人工智能进行个性化的营养和活动计划,表明健康目标增加了饮食坚持. 根据用户意图和人口统计数据定制计划是有效健康生活方式干预措施的关键.
科学领域:
- 数字健康数字健康
- 营养科学 营养科学
- 人工智能的人工智能
背景情况:
- 移动应用程序对于促进健康饮食是有效的.
- "蛋白质"项目开发了一个人工智能驱动的应用程序,提供个性化的生活方式建议.
- 该应用程序旨在通过量身定制的建议促进更健康的生活方式.
研究的目的:
- 评估PROTEIN移动应用程序在促进健康食物摄入方面的有效性.
- 识别不同用户群体中影响饮食遵守的因素.
- 为了告知个性化营养移动应用程序的未来发展.
主要方法:
- 使用人工智能顾问和基于专家的知识系统开发PROTEIN移动应用程序.
- 在五个欧洲国家进行试点研究,共有579名用户.
- 分析使用者数据 (n=579) 和问卷答复 (n=446) 的基平方测试.
主要成果:
- 减肥目标是最常见的,并且在用户中最具吸引力.
- 健康和体育活动目标显著增加了食坚持.
- 用户目标和应用程序建议之间的一致性对于遵守至关重要,因年龄和用户群体而有所不同.
结论:
- 个性化的营养应用程序可以有效地支持健康的饮食习惯.
- 根据用户的意图,目标和人口统计数据量身定制建议可以提高用户的坚持.
- PROTEIN框架为未来的数字健康干预设计提供了洞察力.
相关概念视频
Role of Communication in the Nursing Process II: Planning and Implementation
1.8K
Several factors are considered while creating a patient's care plan. Motivation is a factor in improving communication, and patients often require encouragement to try different approaches involving significant change. It is essential to involve the patient and family in decisions about the plan of care to determine whether the suggested methods are acceptable. Consider meeting critical comfort and safety needs before introducing new communication methods and techniques. Allow adequate time...
1.8K
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...
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
27


