用交互个性化表征智能系统

Takuya Nakata, S. Saiki, Masahide Nakamura
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引用次数: 0

摘要

服务的个性化适应,即系统根据个人用户的偏好和需求提供服务,是实现新兴社会5.0的关键。系统的个人适应已经通过用户的个人设置来实现。但是,不熟悉信通技术的用户很难手动定义满足其需要的设置。因此,本文提出了智能系统的新概念:具有交互个性化的智能系统(SSIP)。在SSIP中,系统和用户在系统运行过程中进行连续的交互对话。在对话中,用户说出自己的需求,系统介绍其功能。通过这种方式,用户和系统相互理解,并动态地共同创建个人设置。在本文中,为了定义SSIP,我们提出了系统必须满足的三个功能需求。我们还使用国际标准SQuaRE从质量角度描述SSIP。最后,以本研究小组正在开发的心智监控服务为例,将提出的SSIP框架应用于个体对激励提供特征的适应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterizing Smart Systems with Interactive Personalization
The personal adaptation of services, in which a system provides services according to the preferences and needs of individual users, is a key to the realization of the emerging Society 5.0. The personal adaptation of systems has been implemented through personal settings by users. However, it is very difficult for users who are not familiar with ICT to manually define the settings that meet their needs. In this paper, we therefore propose a new notion of smart system: Smart System with Interactive Personalization (SSIP). In SSIP, the system and the user have continuous and interactive conversations during the system operation. In the dialogue, the user tells his or her needs and the system introduces its functions. In this way, the user and the system understand each other and dynamically co-create personal settings. In this paper, in order to define SSIP, we present three functional requirements that the system must meet. We also characterize SSIP from the quality viewpoint by quality in use of the international standard SQuaRE. Finally, as a case study, we take the Mind Monitoring Service being developed by our group, and apply the proposed SSIP framework to individual adaptation of the incentive provision feature.
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