Automatic Personalized Interventions for Behaviour Change Towards Healthier Lifestyle

Inmaculada Luengo López, Paloma Jimeno Sánchez-Patón, Pablo Aubert Girbal
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Abstract

This paper outlines the results evidenced by WellCo (GA nº: 769765), an European project funded by the European Commission within its H2020 programme under the personalised medicine call. The aim of this project was to develop and validate how ICT technologies may engage people to adopt healthier behaviour choices that improve their wellbeing status for as long as possible. Using data from wearable devices and AI-based algorithms, WellCo assesses the status of the user in terms of wellbeing and the risk of CVD. Using this information, WellCo develops an affective-aware coach that empowers users in the process of change of behaviour through the provision of interventions tailored to their current mood and life context. These motivational activities ranged from recommendations, goals to achieve, interactions with people in the social network, tips from experts and supporting groups suggested by the platform and adapted to their needs. The project has been validated with ageing people in Italy, Denmark and Spain. Despite the COVID-19 situation, results are very promising in terms of the possibilities that ICT technologies have for health promotion and set the basis for further research in this direction.
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向健康生活方式转变行为的自动个性化干预
本文概述了WellCo (GA nº:767765)所证明的结果,WellCo是由欧盟委员会在其H2020计划下的个性化医疗呼吁下资助的欧洲项目。该项目的目的是开发和验证信息通信技术如何使人们采取更健康的行为选择,尽可能长时间地改善他们的健康状况。WellCo利用来自可穿戴设备的数据和基于人工智能的算法,评估用户的健康状况和心血管疾病的风险。利用这些信息,WellCo开发了一种情感感知教练,通过提供针对用户当前情绪和生活环境的干预措施,帮助用户改变行为。这些激励活动包括建议、要实现的目标、与社交网络中的人的互动、专家的建议以及平台建议并根据他们的需求进行调整的支持小组。该项目已在意大利、丹麦和西班牙的老年人中得到验证。尽管面临COVID-19疫情,但就ICT技术促进健康的可能性而言,结果非常有希望,并为这一方向的进一步研究奠定了基础。
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