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Discovering Chasing Behavior in Moving Object Trajectories

机译:发现运动物体轨迹中的追赶行为

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摘要

With the increasing use of mobile devices, a lot of tracks of movement of objects are being collected. The advanced trajectory data mining research has allowed the discovery of many types of patterns from these data, like flocks, leadership, avoidance, frequent sequences, and other types of patterns. In this article we introduce a new kind of pattern: a chasing behavior between trajectories. We present the main characteristics of chasing and propose a new method that extracts this new kind of trajectory behavior pattern, considering time, distance, and speed as the main thresholds. Experimental results show that our method finds patterns that are not discovered by related approaches.
机译:随着移动设备的使用越来越多,正在收集对象运动的许多轨迹。先进的轨迹数据挖掘研究已允许从这些数据中发现许多类型的模式,例如群,领导,回避,频繁序列和其他类型的模式。在本文中,我们介绍了一种新型的模式:轨迹之间的追赶行为。我们提出了追赶的主要特征,并提出了一种新的方法,该方法以时间,距离和速度为主要阈值来提取这种新型的轨迹行为模式。实验结果表明,我们的方法发现了相关方法未发现的模式。

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