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Perspectives of the use of smartphones in travel behaviour studies: Findings from a literature review and a pilot study

机译:在出行行为研究中使用智能手机的观点:文献综述和初步研究的结果

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摘要

Human travel behaviour has recently been one of the most popular topics in transport studies. Therefore, the ability to obtain valuable sets of data has become one of the key challenges for researchers. Traditional mobility surveys have many important limitations. In this situation, the potential of the use of smartphones and dedicated applications in the identification of individual travel behaviour seem very promising. We set ourselves a goal to indicate strengths and weaknesses of data obtained with this method and assess the perspectives of its use for the needs of public policies. For these purposes we prepared a low-cost mobile application and conducted a pilot study among students in Poznan (Poland). In effect, trajectories of more than 100 people with almost 3 billion of location data were collected. Based on a literature review and our results we discuss the main problems, limitations and challenges of the broader use of the data obtained with smartphones. In the conclusion, we argue that there is a huge and increasing potential connected with mobile phones, but still some important barriers exist including sampling problems, limitations in big data analyses and technological issues. Therefore, a broader use of smartphones in travel behaviour surveys seems to be rather a distant perspective.
机译:最近,人类出行行为已成为运输研究中最受欢迎的主题之一。因此,获得有价值的数据集的能力已成为研究人员面临的主要挑战之一。传统的流动性调查有许多重要的局限性。在这种情况下,使用智能手机和专用应用程序识别个人出行行为的潜力似乎非常有前途。我们为自己设定了一个目标,以指出通过这种方法获得的数据的优缺点,并评估其用于公共政策需求的观点。为此,我们准备了一个低成本的移动应用程序,并在波兹南(波兰)的学生中进行了一项试点研究。实际上,已收集了100多人的轨迹,其中包含近30亿个位置数据。基于文献综述和我们的结果,我们讨论了广泛使用智能手机获取的数据的主要问题,局限性和挑战。总之,我们认为与手机相关联的潜力巨大并且正在不断增加,但是仍然存在一些重要的障碍,包括采样问题,大数据分析的局限性和技术问题。因此,在出行行为调查中更广泛地使用智能手机似乎是一个遥远的观点。

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