论文标题
使用社交感知揭示游客流动性的时空和语义方面
Uncovering Spatiotemporal and Semantic Aspects of Tourists Mobility Using Social Sensing
论文作者
论文摘要
旅游业有利于更多的经济活动，就业，收入并在发展中发挥重要作用；因此，这项活动的改进是一项战略任务。在这项工作中，我们展示了如何使用社会感知来了解游客和居民行为的关键特征。考虑到文化和区域方面可能起重要作用的空间和时间维度，我们在这些阶级中观察到不同的行为模式。此外，我们调查了游客如何移动以及影响他们在伦敦，纽约，里约热内卢和东京运动的因素。此外，我们提出了一种基于主题模型的新方法，该方法可以自动识别移动性模式主题，最终使对用户配置文件有更好的了解。我们结果的适用性很广，有助于在旅游领域提供更好的应用和服务。
Tourism favors more economic activities, employment, revenues and plays a significant role in development; thus, the improvement of this activity is a strategic task. In this work, we show how social sensing can be used to understand the key characteristics of the behavior of tourists and residents. We observe distinct behavioral patterns in those classes, considering the spatial and temporal dimensions, where cultural and regional aspects might play an important role. Besides, we investigate how tourists move and the factors that influence their movements in London, New York, Rio de Janeiro and Tokyo. In addition, we propose a new approach based on a topic model that enables the automatic identification of mobility pattern themes, ultimately leading to a better understanding of users' profiles. The applicability of our results is broad, helping to provide better applications and services in the tourism segment.
