论文标题
考虑用户的价值共同创造的基于物联网的健康信息系统的最佳服务资源管理策略
Optimal service resource management strategy for IoT-based health information system considering value co-creation of users
论文作者
论文摘要
本文探讨了最佳服务资源管理策略，这是健康信息服务的持续挑战，以提高服务绩效，优化服务资源利用并提供交互式健康信息服务。考虑到健康信息服务中的价值共同创造模型，开发了一种自适应最佳服务资源管理策略，重点是与用户的协作和互动。深厚的增强学习算法嵌入了物联网（IoT）的基于基于的健康信息服务系统（I-HISS）中，以根据用户参与行为控制服务提供和服务适应来分配服务资源。进行了仿真实验，以评估在不同的用户对健康信息服务的不同反应下所提出的算法的重要性。
This paper explores optimal service resource management strategy, a continuous challenge for health information service to enhance service performance, optimise service resource utilisation and deliver interactive health information service. An adaptive optimal service resource management strategy was developed considering a value co-creation model in health information service with a focus on collaborative and interactive with users. The deep reinforcement learning algorithm was embedded in the Internet of Things (IoT)-based health information service system (I-HISS) to allocate service resources by controlling service provision and service adaptation based on user engagement behaviour. The simulation experiments were conducted to evaluate the significance of the proposed algorithm under different user reactions to the health information service.
