Challenges in Crowdsourcing Real-Time Information for Public Transportation

Naveen Nandan, A. Pursche, Xing Zhe
{"title":"Challenges in Crowdsourcing Real-Time Information for Public Transportation","authors":"Naveen Nandan, A. Pursche, Xing Zhe","doi":"10.1109/MDM.2014.70","DOIUrl":null,"url":null,"abstract":"Public transportation is a key enabler of mobility in today's urban environment. Transportation service operators are exploring various technologies in order to be able to provide passengers accurate real-time information to plan their journeys. For them, the challenge is often in understanding where, when and how there is a demand. With rapid advancements in mobile technology, crowd sourcing or participatory sensing can be thought of as a medium by which information can be collected, augmented and used for better planning as well as a mode to deliver real-time information to commuters. In this paper, we conduct an extensive review of both literature and applications using mobile crowd sourcing with a focus on the public transportation domain. We identify certain common challenges across various techniques proposed and applied, categorize them and discuss possible future research directions into these areas.","PeriodicalId":322071,"journal":{"name":"2014 IEEE 15th International Conference on Mobile Data Management","volume":"134 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"25","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE 15th International Conference on Mobile Data Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MDM.2014.70","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 25

Abstract

Public transportation is a key enabler of mobility in today's urban environment. Transportation service operators are exploring various technologies in order to be able to provide passengers accurate real-time information to plan their journeys. For them, the challenge is often in understanding where, when and how there is a demand. With rapid advancements in mobile technology, crowd sourcing or participatory sensing can be thought of as a medium by which information can be collected, augmented and used for better planning as well as a mode to deliver real-time information to commuters. In this paper, we conduct an extensive review of both literature and applications using mobile crowd sourcing with a focus on the public transportation domain. We identify certain common challenges across various techniques proposed and applied, categorize them and discuss possible future research directions into these areas.
众包公共交通实时信息的挑战
在当今的城市环境中,公共交通是出行的关键推动者。运输服务运营商正在探索各种技术,以便能够为乘客提供准确的实时信息,以规划他们的旅程。对他们来说,挑战往往在于理解需求在何时何地以何种方式出现。随着移动技术的快速发展,众包或参与式传感可以被认为是一种收集、增强和用于更好规划的信息媒介,也是一种向通勤者提供实时信息的模式。在本文中,我们对使用移动众包的文献和应用进行了广泛的回顾,重点是公共交通领域。我们确定了提出和应用的各种技术中的某些共同挑战,对它们进行分类,并讨论了这些领域未来可能的研究方向。
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