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Time Geography Inverted: Recognizing Intentions in Space and Time

机译:倒置的时间地理:识别时空意图

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摘要

Mobile intention recognition is the problem of inferring a mobile user's intentions from her behavior in geographic space. Such behavior is constrained in space and time. Current approaches, however, have difficulties to handle temporal constraints. We therefore propose using the framework of time geography to formalize and visualize both spatial and temporal constraints for the mobile intention recognition problem. A new rule language is introduced which allows for modeling intentions with spatial and temporal constraints. A location-based game application demonstrates that interpreting a user's spatio-temporal behavior sequence in terms of intentions reduces ambiguity compared to mobile intention recognition without temporal constraints.
机译:移动意图识别是从移动用户在地理空间中的行为推断其意图的问题。这样的行为受到时间和空间的限制。然而,当前的方法难以处理时间约束。因此,我们建议使用时间地理框架来形式化和可视化移动意图识别问题的时空约束。引入了一种新的规则语言,该规则语言允许对具有空间和时间约束的意图进行建模。基于位置的游戏应用程序证明,与没有时间限制的移动意图识别相比,根据意图解释用户的时空行为序列可以减少歧义。

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