TransportationPub Date : 2026-03-11DOI: 10.1007/s11116-026-10742-w
Duanya Lyu, Xiang Yan
{"title":"Analyzing the impact of service frequency and on-time performance on transit ridership in Miami-Dade County","authors":"Duanya Lyu, Xiang Yan","doi":"10.1007/s11116-026-10742-w","DOIUrl":"https://doi.org/10.1007/s11116-026-10742-w","url":null,"abstract":"","PeriodicalId":49419,"journal":{"name":"Transportation","volume":"44 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147462029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TransportationPub Date : 2026-03-07DOI: 10.1007/s11116-026-10739-5
Paria Sadeghian, Johan Håkansson
{"title":"A novel ANP-PSO framework for clustering transportation modes from GPS tracking data","authors":"Paria Sadeghian, Johan Håkansson","doi":"10.1007/s11116-026-10739-5","DOIUrl":"https://doi.org/10.1007/s11116-026-10739-5","url":null,"abstract":"The widespread adoption of Global Positioning Systems (GPS) in transportation has significantly contributed to the understanding of human behavior, enabling the extraction of valuable travel information. However, identifying transportation modes from GPS data remains a complex and under-researched area due to the analytical challenges it presents. While various methods, ranging from rule-based approaches to advanced machine learning algorithms, have been employed to identify transportation modes from GPS data, most have been tested on limited labelled datasets. This study introduces a novel clustering method that combines multi-criteria decision-making, network analysis, and the meta-heuristic algorithm of particle swarm optimization to effectively cluster transportation modes on large dataset. To show the practicality and robustness of this method, we applied it to the MOBIS dataset, which is a large GPS tracking dataset with more than one million trips. By adopting a hybrid approach, the study combines elements from the Analytic Network Process (ANP) super matrix with Particle Swarm Optimization (PSO), using transportation modes as variables and working with fully unlabeled data. The results underscore the model’s effectiveness, achieving a high accuracy rate exceeding 92% in transportation mode classification. Moreover, achieving a 10% improvement compared to other studies, this study integrates clustering with the ANP-PSO hybrid method, offering a more promising approach for transportation mode detection, mainly when dealing with large raw GPS data.","PeriodicalId":49419,"journal":{"name":"Transportation","volume":"6 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147374231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TransportationPub Date : 2026-03-03DOI: 10.1007/s11116-026-10737-7
Zifeng Chen, Xinyi Ding, Ying Zhao
{"title":"Intersecting gender and age in non-work travel: evidence from cellphone data and interpretable machine learning in Guangzhou, China","authors":"Zifeng Chen, Xinyi Ding, Ying Zhao","doi":"10.1007/s11116-026-10737-7","DOIUrl":"https://doi.org/10.1007/s11116-026-10737-7","url":null,"abstract":"","PeriodicalId":49419,"journal":{"name":"Transportation","volume":"1 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147359569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TransportationPub Date : 2026-03-03DOI: 10.1007/s11116-026-10733-x
Mohammad Ansari Esfeh, Diego Da Silva, Amer Shalaby, Eric Miller
{"title":"Subway transit system vulnerability: understanding factors affecting the severity of disruptive events","authors":"Mohammad Ansari Esfeh, Diego Da Silva, Amer Shalaby, Eric Miller","doi":"10.1007/s11116-026-10733-x","DOIUrl":"https://doi.org/10.1007/s11116-026-10733-x","url":null,"abstract":"","PeriodicalId":49419,"journal":{"name":"Transportation","volume":"43 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147359568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TransportationPub Date : 2026-02-26DOI: 10.1007/s11116-026-10732-y
Yuchen Yan, Hua Wang, Wei Quan, Xiaolong Ma
{"title":"Unveiling the key drivers of travel demand via hotspot analysis: a new approach to mitigate the modifiable areal unit problem","authors":"Yuchen Yan, Hua Wang, Wei Quan, Xiaolong Ma","doi":"10.1007/s11116-026-10732-y","DOIUrl":"https://doi.org/10.1007/s11116-026-10732-y","url":null,"abstract":"","PeriodicalId":49419,"journal":{"name":"Transportation","volume":"347 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TransportationPub Date : 2026-02-26DOI: 10.1007/s11116-026-10735-9
Kehua Wang, Ziyi Shi, Zheng Zhu
{"title":"Understanding mode choice in integrated shared mobility systems with experience-related variables generated from navigation big data","authors":"Kehua Wang, Ziyi Shi, Zheng Zhu","doi":"10.1007/s11116-026-10735-9","DOIUrl":"https://doi.org/10.1007/s11116-026-10735-9","url":null,"abstract":"","PeriodicalId":49419,"journal":{"name":"Transportation","volume":"2017 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TransportationPub Date : 2026-02-26DOI: 10.1007/s11116-026-10734-w
Wenchao Cao, Yanyan Chen, Ke Wang
{"title":"What determines low-carbon travel? A policy-oriented assessment using PLS-SEM and NCA in an extended TPB framework","authors":"Wenchao Cao, Yanyan Chen, Ke Wang","doi":"10.1007/s11116-026-10734-w","DOIUrl":"https://doi.org/10.1007/s11116-026-10734-w","url":null,"abstract":"","PeriodicalId":49419,"journal":{"name":"Transportation","volume":"15 1","pages":""},"PeriodicalIF":4.3,"publicationDate":"2026-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}