Estimating Inefficiency in Bus Trip Choices From a User Perspective With Schedule, Positioning, and Ticketing Data

被引：5

作者：

Braz, Tarciso ^{[1
]}

Maciel, Matheus ^{[1
]}

Mestre, Demetrio Gomes ^{[1
]}

Andrade, Nazareno ^{[1
]}

Pires, Carlos Eduardo ^{[1
]}

Queiroz, Andreza Raquel ^{[1
]}

Santos, Veruska Borges ^{[1
]}

机构：

[1] Univ Fed Campina Grande, Syst & Comp Dept, BR-58429900 Campina Grande, Brazil

来源：

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS | 2018年 / 19卷 / 11期

基金：

欧盟地平线“2020”;

关键词：

Public transportation; transit usage performance improvement; map-matching; origin-destination estimation;

D O I：

10.1109/TITS.2018.2846036

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

The availability of historical data on the global positioning systems' trajectories of vehicles and passenger boarding information for public bus fleets of large municipalities has given researchers and practitioners the opportunity to explore new challenges regarding the analysis of public transportation systems. This paper performs one such analysis as a case study examining the margin of improvement that passengers of a 1.8M people Brazilian city have when choosing their daily bus trips. In doing so, we document a number of not readily apparent challenges that must be overcome to leverage public transportation big data to policymakers, transportation systems operators, and citizens. Solutions are devised to each of these challenges and demonstrated on the analysis of the aforementioned 1.8M people city.

引用

页码：3630 / 3641

页数：12

共 20 条

[11]

Raymond R, 2016, INT C PATT RECOG, P1618, DOI 10.1109/ICPR.2016.7899868

[12] Bumping: A Bump-Aided Inertial Navigation Method for Indoor Vehicles Using Smartphones [J].

Tan, Guang ;

Lu, Mingming ;

Jiang, Fangsheng ;

Chen, Kongyang ;

Huang, Xiaoxia ;

Wu, Jie .

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2014, 25 (07) :1670-1680

[13] Estimation of passenger origin-destination matrices and efficiency evaluation of public transportation [J].

Tanaka, Mirai ;

Kimata, Takuya ;

Arai, Takeshi .

PROCEEDINGS 2016 5TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS IIAI-AAI 2016, 2016, :1146-1150

[14]

Thiagarajan A, 2009, SENSYS 09: PROCEEDINGS OF THE 7TH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, P85

[15]

Tu YS, 2016, PROCEEDINGS OF 2016 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), P281, DOI 10.1109/ICCSNT.2016.8070164

[16] A MULTICRITERIA PARETO-OPTIMAL PATH ALGORITHM [J].

TUNG, CT ;

CHEW, KL .

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 62 (02) :203-209

[17] Developing an enhanced weight-based topological map-matching algorithm for intelligent transport systems [J].

Velaga, Nagendra R. ;

Quddus, Mohammed A. ;

Bristow, Abigail L. .

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2009, 17 (06) :672-683

[18] Bus Passenger Origin-Destination Estimation and Related Analyses Using Automated Data Collection Systems [J].

Wang, Wei ;

Attanucci, John P. ;

Wilson, Nigel H. M. .

JOURNAL OF PUBLIC TRANSPORTATION, 2011, 14 (04) :131-150

[19]

Widyawan, 2017, 2017 3RD INTERNATIONAL CONFERENCE ON SCIENCE AND TECHNOLOGY - COMPUTER (ICST), P165, DOI 10.1109/ICSTC.2017.8011872

[20] Trajectory Data Mining: An Overview [J].

Zheng, Yu .

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2015, 6 (03)

← 1 2 →