Cloud-based platform for personalization in a wellness management ecosystem: Why, what, and how

P. Hsueh, R. Lin, M. Hsiao, Liangzhao Zeng, S. Ramakrishnan, Henry Chang
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引用次数: 11

Abstract

Offering personalized services through dynamically formed ecosystems is essential to personal wellness management. In this paper, we present the design of a cloud-enabled platform to facilitate the collection and delivery of evidence for personalization in a multi-provider ecosystem environment. In addition, the platform also provides essential building blocks of personalization services: smarter analytics for active personalization and dynamic provisioning. While the former common service takes charge of inferring user wellness risks from multiple data sources on the fly and making risk-driven recommendations, the latter common service determines optimal platform pricing and resource allocation given the constraint of acceptable quality of service.
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健康管理生态系统中基于云的个性化平台:为什么,做什么,如何做
通过动态形成的生态系统提供个性化服务对个人健康管理至关重要。在本文中,我们提出了一个支持云的平台的设计,以促进多提供商生态系统环境中个性化证据的收集和交付。此外,该平台还提供了个性化服务的基本构建块:针对主动个性化和动态配置的智能分析。前者公共服务负责从多个数据源动态推断用户健康风险,并提出风险驱动的建议,后者公共服务根据可接受的服务质量约束确定最优平台定价和资源分配。
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