Enhancing sustainable mobility awareness by exploiting multi-sourced data: The case study of the Madeira islands

Catia Prandi, N. Nunes, M. Ribeiro, Valentina Nisi
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引用次数: 6

Abstract

In this paper we present a low-cost infrastructure to collect a variety of location-based multi-sourced data with the aim of providing personalized services and raising awareness for sustainable mobility solutions. The gathered data can be used to provide: (i) citizens and tourists with personalized location-based services to increase sustainability awareness; (ii) local authorities and tourism boards with a tool to identify and prevent mobility issues; and (iii) transport companies with an instrument to support urban mobility planning decisions. To collect data, we exploited a low-cost Wi-Fi passive tracking system and we augmented this infrastructure using sensors for detecting environmental conditions. To achieve this, we provided 60 points of interest and 20 buses with our solution, to spread out the sensors over the entire Madeira Island. Using the gathered data, we developed different scenarios to prove that in a world where sensing data is becoming inexpensive, there are opportunities to use our approach to deliver data back to the citizens, empowering local communities, with the goal of promoting sustainable mobility and tourism.
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利用多来源数据增强可持续交通意识:马德拉群岛案例研究
在本文中,我们提出了一种低成本的基础设施,用于收集各种基于位置的多源数据,旨在提供个性化服务并提高对可持续移动解决方案的认识。收集到的数据可用于提供:(i)为市民和游客提供个性化的基于位置的服务,以提高可持续性意识;(ii)为地方当局和旅游局提供工具,以识别和预防人员流动问题;(三)运输公司拥有支持城市交通规划决策的工具。为了收集数据,我们使用了低成本的Wi-Fi无源跟踪系统,并使用传感器来检测环境条件。为了实现这一目标,我们提供了60个兴趣点和20辆总线,将传感器分布在整个马德拉岛。利用收集到的数据,我们开发了不同的场景来证明,在传感数据变得越来越便宜的世界里,有机会使用我们的方法将数据传回给公民,赋予当地社区权力,以促进可持续的交通和旅游业。
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