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Journal of Big Data Analytics in Transportation最新文献

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Improving Probe-Based Congestion Performance Metrics Accuracy by Using Change Point Detection 利用变化点检测提高基于探针的拥塞性能度量精度
Journal of Big Data Analytics in Transportation Pub Date : 2020-04-01 DOI: 10.1007/s42421-020-00017-w
Vesal Ahsani, Anuj Sharma, C. Hegde, Skylar Knickerbocker, N. Hawkins
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引用次数: 5
Factors Affecting International Border Crossing Delays Based Upon a Rich Bluetooth Dataset 基于丰富蓝牙数据集的影响国际边境延误的因素
Journal of Big Data Analytics in Transportation Pub Date : 2020-04-01 DOI: 10.1007/s42421-020-00016-x
Andrew P. Bartlett, C. Qiao, Qing He, A. Sadek
{"title":"Factors Affecting International Border Crossing Delays Based Upon a Rich Bluetooth Dataset","authors":"Andrew P. Bartlett, C. Qiao, Qing He, A. Sadek","doi":"10.1007/s42421-020-00016-x","DOIUrl":"https://doi.org/10.1007/s42421-020-00016-x","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122430589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Forecasting Risk of Service Failures Between Successive Rail Inspections: A Data-Driven Approach 连续铁路检查之间的服务故障风险预测:数据驱动的方法
Journal of Big Data Analytics in Transportation Pub Date : 2020-02-05 DOI: 10.1007/s42421-020-00015-y
F. Ghofrani, Naresh Kumar Chava, Qing He
{"title":"Forecasting Risk of Service Failures Between Successive Rail Inspections: A Data-Driven Approach","authors":"F. Ghofrani, Naresh Kumar Chava, Qing He","doi":"10.1007/s42421-020-00015-y","DOIUrl":"https://doi.org/10.1007/s42421-020-00015-y","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117109043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Impact of Bikesharing Pricing Policies on Usage and Revenue: An Evaluation Through Curation of Large Datasets from Revenue Transactions and Trips 共享单车定价政策对使用和收益的影响:基于收益交易和出行大数据集的评估
Journal of Big Data Analytics in Transportation Pub Date : 2020-02-03 DOI: 10.1007/s42421-020-00014-z
M. Venigalla, Shruthi Kaviti, T. Brennan
{"title":"Impact of Bikesharing Pricing Policies on Usage and Revenue: An Evaluation Through Curation of Large Datasets from Revenue Transactions and Trips","authors":"M. Venigalla, Shruthi Kaviti, T. Brennan","doi":"10.1007/s42421-020-00014-z","DOIUrl":"https://doi.org/10.1007/s42421-020-00014-z","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117259454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Mitigating Bias in Big Data for Transportation 缓解交通大数据中的偏见
Journal of Big Data Analytics in Transportation Pub Date : 2020-01-27 DOI: 10.1007/s42421-020-00013-0
Greg P. Griffin, M. Mulhall, Chris Simek, W. Riggs
{"title":"Mitigating Bias in Big Data for Transportation","authors":"Greg P. Griffin, M. Mulhall, Chris Simek, W. Riggs","doi":"10.1007/s42421-020-00013-0","DOIUrl":"https://doi.org/10.1007/s42421-020-00013-0","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122253397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Mitigating Bias in Big Data for Transportation 缓解交通大数据中的偏见
Journal of Big Data Analytics in Transportation Pub Date : 2020-01-18 DOI: 10.31235/osf.io/trbv9
Greg P. Griffin, M. Mulhall, Chris Simek, W. Riggs
{"title":"Mitigating Bias in Big Data for Transportation","authors":"Greg P. Griffin, M. Mulhall, Chris Simek, W. Riggs","doi":"10.31235/osf.io/trbv9","DOIUrl":"https://doi.org/10.31235/osf.io/trbv9","url":null,"abstract":"Emerging big data resources and practices provide opportunities to improve transportation safety planning and outcomes. However, researchers and practitioners recognise that big data from mobile phones, social media, and on-board vehicle systems include biases in representation and accuracy, related to transportation safety statistics. This study examines both the sources of bias and approaches to mitigate them through a review of published studies and interviews with experts. Coding of qualitative data enabled topical comparisons and reliability metrics. Results identify four categories of bias and mitigation approaches that concern transportation researchers and practitioners: sampling, measurement, demographics, and aggregation. This structure for understanding and working with bias in big data supports research with practical approaches for rapidly evolving transportation data sources.","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121434025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
Monitoring Multimodal Travel Environment Using Automated Fare Collection Data: Data Processing and Reliability Analysis 利用自动收费数据监测多式联运环境:数据处理和可靠性分析
Journal of Big Data Analytics in Transportation Pub Date : 2019-11-25 DOI: 10.1007/s42421-019-00012-w
Laiyun Wu, J. E. Kang, Younshik Chung, Alexander G. Nikolaev
{"title":"Monitoring Multimodal Travel Environment Using Automated Fare Collection Data: Data Processing and Reliability Analysis","authors":"Laiyun Wu, J. E. Kang, Younshik Chung, Alexander G. Nikolaev","doi":"10.1007/s42421-019-00012-w","DOIUrl":"https://doi.org/10.1007/s42421-019-00012-w","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122299074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Exploring Algorithms for Revealing Freight Vehicle Tours, Tour-Types, and Tour-Chain-Types from GPS Vehicle Traces and Stop Activity Data 探索从GPS车辆轨迹和停车活动数据中揭示货运车辆行程、行程类型和行程链类型的算法
Journal of Big Data Analytics in Transportation Pub Date : 2019-11-07 DOI: 10.1007/s42421-019-00011-x
André Romano Alho, Takanori Sakai, M. H. Chua, Kyungsoo Jeong, Peiyu Jing, M. Ben-Akiva
{"title":"Exploring Algorithms for Revealing Freight Vehicle Tours, Tour-Types, and Tour-Chain-Types from GPS Vehicle Traces and Stop Activity Data","authors":"André Romano Alho, Takanori Sakai, M. H. Chua, Kyungsoo Jeong, Peiyu Jing, M. Ben-Akiva","doi":"10.1007/s42421-019-00011-x","DOIUrl":"https://doi.org/10.1007/s42421-019-00011-x","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131006569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Measuring Traffic in Cities Through a Large-Scale Online Platform 通过大型在线平台测量城市交通
Journal of Big Data Analytics in Transportation Pub Date : 2019-10-25 DOI: 10.1007/s42421-019-00007-7
V. Verendel, S. Yeh
{"title":"Measuring Traffic in Cities Through a Large-Scale Online Platform","authors":"V. Verendel, S. Yeh","doi":"10.1007/s42421-019-00007-7","DOIUrl":"https://doi.org/10.1007/s42421-019-00007-7","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133362150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
GPU-Enabled Visual Analytics Framework for Big Transportation Datasets 支持gpu的大交通数据可视化分析框架
Journal of Big Data Analytics in Transportation Pub Date : 2019-10-24 DOI: 10.1007/s42421-019-00010-y
Y. Adu-Gyamfi
{"title":"GPU-Enabled Visual Analytics Framework for Big Transportation Datasets","authors":"Y. Adu-Gyamfi","doi":"10.1007/s42421-019-00010-y","DOIUrl":"https://doi.org/10.1007/s42421-019-00010-y","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128463624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
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