基于用户模型的上下文感知系统适应性评估

Masayuki Okamoto, Kenta Cho, Yuzo Okamoto, Tomohiro Yamasaki, Masanori Hattori
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引用次数: 1

摘要

大多数情境感知系统的模拟研究都没有涉及到环境或用户情境的变化方面,特别是由时间的流逝或用户自己的行为引发的变化。我们提出了一种评估方法,通过用户模型来模拟用户操作,其中用户偏好或用户上下文根据传感器信息或用户操作等事件发生变化。通过对驱动器规划器系统的评估系统的实现,我们确认了虚拟用户的行为,并获得了对上下文感知系统进行评估的方向。
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User-model-based adaptability evaluation for context-aware systems
Most simulation studies of context-aware systems have not involved the aspect of changes of the environment or users' context, notably changes triggered by the elapse of time or users' own action. We proposed an evaluation method to simulate user operations with a user model in which the user preference or the user context changes based on events such as sensor information or the user's actions. Through implementation of an evaluation system for a drive planner system, we confirmed a virtual user's action and acquired directions for evaluation of context-aware systems.
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