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Requirements-Driven Social Adaptation: Expert Survey

机译:要求驱动的社会适应:专家调查

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[Context and motivation] Self-adaptation empowers systems with the capability to meet stakeholders' requirements in a dynamic environment. Such systems autonomously monitor changes and events which drive adaptation decisions at runtime. Social Adaptation is a recent kind of requirements-driven adaptation which enables users to give a runtime feedback on the success and quality of a system's configurations in reaching their requirements. The system analyses users' feedback, infers their collective judgement and then uses it to shape its adaptation decisions. [Question/problem] However, there is still a lack of engineering mechanisms to guarantee a correct conduction of Social Adaptation. [Principal ideas/results] In this paper, we conduct a two-phase Expert Survey to identify core benefits, domain areas and challenges for Social Adaptation. [Contribution] Our findings provide practitioners and researchers in adaptive systems engineering with insights on this emerging role of users, or the crowd, and stimulate future research to solve the open problems in this area.
机译:[背景和动机]自适应赋予能力能够满足动态环境中的利益相关者的要求。此类系统自主监控在运行时驱动适应决策的变化和事件。社会适应是最近的一种要求驱动的适应,使用户能够提供有关系统配置的成功和质量的运行时间反馈。系统分析了用户的反馈,Infers的集体判断,然后使用它来塑造其适应决策。 [问题/问题]但是,仍然缺乏工程机制,以保证正确的社会适应传导。 [主要思想/结果]在本文中,我们开展了两阶段专家调查,以确定社会适应的核心福利,领域地区和挑战。 [贡献]我们的调查结果为自适应系统工程提供了从业者和研究人员,了解用户的新兴作用,或人群,以及刺激未来的研究,以解决这一领域的公开问题。

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