A Smartphone-Based Probe Data Platform for Road Management and Safety in Developing Countries

Kotaro Kataoka, Saurabh Gangwar, Karthik Yadav Mudda, Souraj Mandal
{"title":"A Smartphone-Based Probe Data Platform for Road Management and Safety in Developing Countries","authors":"Kotaro Kataoka, Saurabh Gangwar, Karthik Yadav Mudda, Souraj Mandal","doi":"10.1109/ICDMW.2018.00095","DOIUrl":null,"url":null,"abstract":"In the developing countries, it is challenging to understand the road conditions and driving behavior due to the high cost and unavailability of appropriate equipment. Taking the advantage of collective intelligence recorded by cheap and widely-available smartphones, this paper proposes a probe data platform for sensing, detecting and visualizing road roughness and driving behavior using smartphones and cloud computing. Our implementation has been deployed 1) to collect real driving records on different roads in Hyderabad city in India, and 2) to visualize significant difference in terms of road conditions as well as driving behavior. This research work aims to establish a platform for better road planning, management and safety through distributed data collection and data analytics.","PeriodicalId":259600,"journal":{"name":"2018 IEEE International Conference on Data Mining Workshops (ICDMW)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE International Conference on Data Mining Workshops (ICDMW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDMW.2018.00095","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

In the developing countries, it is challenging to understand the road conditions and driving behavior due to the high cost and unavailability of appropriate equipment. Taking the advantage of collective intelligence recorded by cheap and widely-available smartphones, this paper proposes a probe data platform for sensing, detecting and visualizing road roughness and driving behavior using smartphones and cloud computing. Our implementation has been deployed 1) to collect real driving records on different roads in Hyderabad city in India, and 2) to visualize significant difference in terms of road conditions as well as driving behavior. This research work aims to establish a platform for better road planning, management and safety through distributed data collection and data analytics.
基于智能手机的发展中国家道路管理和安全探测数据平台
在发展中国家,由于高成本和无法获得适当的设备,了解道路状况和驾驶行为是具有挑战性的。利用廉价且广泛使用的智能手机所记录的集体智慧,本文提出了一种利用智能手机和云计算来感知、检测和可视化道路粗糙度和驾驶行为的探测数据平台。我们的实施已经被用于1)收集印度海得拉巴市不同道路上的真实驾驶记录,2)可视化道路状况和驾驶行为的显著差异。本研究工作旨在通过分布式数据采集和数据分析,建立一个更好的道路规划、管理和安全的平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信