Tourism Travel Mode Identification Based on Cell Phone Signaling Data

Zhaohui Wang, Yang Yang, E. Yao, Hekai Zhuang, Yigang Li
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Abstract

With the development of tourism, traffic congestions of the road connecting tourist attractions are increasing. It is important of analyzing tourism travel mode to alleviate traffic congestion and guide tourism volume. This paper focuses on the tourism travel mode choice behavior, a travel mode identification algorithm based on cell phone signaling data is proposed. Firstly, the time-space threshold algorithm is designed to identify the origin point of travel, then travel mode identification model is established based on fuzzy identification theory. The identification results are compared with the results of Badaling Great Wall tourism travel mode questionnaire survey, which shows that they are basically consistent.
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基于手机信令数据的旅游出行模式识别
随着旅游业的发展,连接旅游景点的道路交通拥堵日益严重。分析旅游出行方式对缓解交通拥堵、引导旅游客流量具有重要意义。针对旅游者的出行方式选择行为,提出了一种基于手机信令数据的出行方式识别算法。首先设计时空阈值算法识别出行原点,然后基于模糊识别理论建立出行模式识别模型;将识别结果与八达岭长城旅游旅游方式问卷调查结果进行比较,发现两者基本一致。
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