CASPT2025: CONFERENCE ON ADVANCED SYSTEMS IN PUBLIC TRANSPORT AND TRANSITDATA 2025
PROGRAM FOR WEDNESDAY, JULY 2ND
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13:15-14:15 Session P3A: Transit Modeling
SCHEDULING AN ELECTRIFIED PUBLIC TRANSPORT FERRY SYSTEM VIA A MILP
PRESENTER: Andrés Fielbaum

ABSTRACT. The electrification of ferry systems introduces substantial operational challenges due to high energy demands, charging requirements, and berth limitations. This paper proposes a Mixed Integer Linear Programming (MILP) model to optimize vessel scheduling and timetabling for electrified public transport ferries. The model minimizes a convex combination of fleet size and unproductive rebalancing time, while explicitly incorporating charging constraints, berth capacities, and crew rest periods. To ensure scalability, we develop problem-specific heuristics and apply them to a real-world case study in Sydney, Australia. The model generates feasible, efficient itineraries that outperform the benchmarks. Notably, results show that with sufficient charging infrastructure, fleet size can be reduced without significantly increasing idle time. On the other hand, electrification of the Sydney ferry network could be unfeasible depending on the charging technology. This framework supports strategic planning for electrified public transport ferries, contributing to the decarbonisation of the transport sector.

A VARIABLE NEIGHBOURHOOD SEARCH ALGORITHM FOR THE INTEGRATED DIAL-A-RIDE PROBLEM
PRESENTER: Tai-Yu Ma
Large Neighborhood Search - Dynamic Programming for Mobile Charging Electric Vehicle Routing Problem
PRESENTER: Jingyi Zhao
A Hybrid Heuristic Approach for Integrated Railway Train Unit and Driver Scheduling
PRESENTER: Chuhan Yin
High-speed Train Rescheduling under Complete Segment Blockage Considering Mixed Passenger and Freight Transportation
PRESENTER: Jingyan Yang
AN ENHANCED ARTIFICIAL BEE COLONY ALGORITHM FOR MULTIPERIOD ASYMMETRIC TRANSIT FREQUENCY DESIGN
PRESENTER: Wai Yuen Szeto
REFLEETING TAIL ASSIGNMENT-DRIVEN AIRCRAFT ROUTING MODEL
PRESENTER: Rubén Jiménez
DOUBLY CONSTRAINED GRAVITY MODELS FOR ACCESSIBILITY ANALYSIS BY PUBLIC TRANSPORT: A COMPARATIVE EVALUATION OF TWO APPROACHES
Multi-level Programming Model for Revenue Analysis in Vertically Separated Rail Networks
PRESENTER: Yi-Chen Lin
A PUBLIC TRANSPORTATION NETWORK OPTIMIZATION METHOD BASED ON REINFORCEMENT LEARNING
PRESENTER: Zhi Li
A Mobile Data Driven Reinforcement Learning Framework for Real-time Demand-responsive Railway Rescheduling
PRESENTER: Enze Liu
RL GUIDED GENETIC ALGORITHM FOR ZONING A DRT SERVICE
PRESENTER: Tara Saeidi
A BRANCH AND PRICE ALGORITHM FOR THE GENERAL RIDESHARING PROBLEM
A MULTI-OBJECTIVE MODEL FOR SHARED-RIDE AUTOMATED SERVICES TO REDUCE THE PRICE OF ANARCHY
DESIGNING COMMUNITY TRANSIT NETWORK SYSTEMS USING SPANNING TREE-BASED METHOD
PRESENTER: Yuto Obata
Foreign object detection and comparative analysis at railway crossings
PRESENTER: Ming Zhu
A Hybrid Bus Design For Ridership Fluctuation
PRESENTER: Haoran Zhao
A HEURISTIC FOR THE DRIVER SCHEDULING PROBLEM IN PASSENGER RAIL TRANSPORTATION
PRESENTER: Dung-Ying Lin
Transforming Historical Incident Records into Explainable, Experience-Based Decisions: A Knowledge Graph and LLM Approach
PRESENTER: Amer Shalaby
Analysis of User Equilibrium Traffic Patterns on Bottlenecks with Nonlinear Emission Cost
PRESENTER: Jingwen Yao

ABSTRACT. This paper introduces a novel bottleneck model incorporating nonlinear emission costs to analyze user equilibrium traffic patterns. We examine how emission-based pricing affects commuter behavior during morning rush hours, focusing on the interplay between congestion, schedule delays, and environmental impacts. Our model reveals that introducing nonlinear emission costs shifts equilibrium departure patterns, potentially reducing overall emissions without eliminating queues. We demonstrate that the longest queues no longer necessarily occur for on-time arrivals, but instead shift towards earlier departures. This research contributes to the growing body of work on sustainable urban transportation, offering insights for policymakers seeking to balance congestion management with environmental concerns.

A Dynamic System towards Dual User Equilibria under the Booking cum Rationing Scheme
PRESENTER: Jie Zeng
Cyclic Vehicle Scheduling Problem
Modeling adaptive capacity of urban rail transit network with complementary shuttle buses
PRESENTER: Yu Gu
13:15-14:45 Session S2A: Special Session (Crowdsourcing)
13:15
Network-wide transfer synchronization strategies in a public bus system with real-time AVL and smart card data
PRESENTER: Laura Kolcheva
13:35
Using APC Data to Investigate Changes in City-wide Transit Origin-destination Flows Resulting from Exogenous Events: Application to the Covid-19 Pandemic
PRESENTER: Rabi Mishalani
13:55
A Machine Learning Framework For Public Transport Ridership Estimation Using Multi-Source Data Fusion With Low-Cost Bluetooth Data
PRESENTER: Chris Yung
14:15
Estimating Station User Activity and Origin-Destination Flows using Crowdsourced Data
13:15-14:45 Session S2B: Special Session (Evaluation)
13:15
Towards Fair Transit: A Toolbox for Equity Diagnostics in Spatial Accessibility
13:35
Evaluation of Public Transport Accessibility Under Delay Conditions: A Case Study of a Japanese Regional City
PRESENTER: Itsuki Sato
14:15-15:15 Session P3B: Policy
On Track to Climate Resilience? Insights from Japanese Railways
PRESENTER: Michelle Ochsner

ABSTRACT. Japan has a long history of managing natural hazards due to its geography and geology. Simultaneously, it is known as a country with a railway system that is highly punctual, reliable, and safe. This research uses an exploratory approach to review climate change adaptation and disaster risk reduction practices in the Greater Tokyo Area. Unstructured interviews with various stakeholders and a literature review discuss how the climate is changing in Japan, what strategies are used amongst railway organisations to manage meteorological hazards, and how railway organisation acknowledges climate change adaptation alongside disaster risk reduction. Results indicate that disaster risk reduction practices still dominate within the railway sector however, more efforts of climate change adaptation set forth by the government may shift practices.

PUBLIC TRANSPORT PROMOTION EFFECT MEASUREMENT: MONTHLY PASS (TPASS) CASE STUDY IN TAIWAN
PRESENTER: Barbara T.H. Yen
Did a Transformative Public Transport Investment Improve Air Quality? Elizabeth Line in London
PRESENTER: Liang Ma
HOW SUSTAINABLE POLICY INFLUENCE THE GREEN VEHICLE DECISION: A META-ANALYSIS
PRESENTER: Pai-Chu Lee
Where the station ends and surroundings begin: a holistic gender perspective on perceived safety in public transport
MULTI-CRITERIA EVALUATION OF PROPULSION ALTERNATIVES FOR A CITY BUS FLEET RENEWAL: A DUTCH CASE STUDY
Exploring the Impact of Urban Greenness and Shading Levels on Cycling Routes by Using Street View Imagery Data
PRESENTER: Shih-Hung Yang
Node-Place Model with Accessibility Based on Potential Factors and Clustering: TOD Typology for Chukyo Metropolitan Area, Japan
PRESENTER: Hyundo Kang
The Road Less Congested: A Policy-Driven Approach to Alleviating Congestion Through Last-Mile and Public Transit Integration
THE INTERPLAY OF DEMAND FOR PUBLIC TRANSPORTATION, SHARED MICRO-MOBILITY AND LAND USE PATTERNS
PRESENTER: Loukas Dimitriou
EXTENDED TRANSIT OPPORTUNITY INDEX FOR LARGE-SCALE PUBLIC TRANSPORT SYSTEMS
PRESENTER: Luis A. Guzman
Enhancing equity in transportation infrastructure planning: An analysis of disparities in spatial transit access to selected destinations in Canada
Methodology for Identifying the Most Suitable Urban Area for Implementing On-Demand Feeder Bus Services
PRESENTER: Rafał Kucharski
BALANCING ACT: KYOTO'S QUEST TO MANAGE OVERTOURISM THROUGH AI-POWERED TRAFFIC DISTRIBUTION
PRESENTER: Yu-Kai Huang
BOOSTING WELFARE FOR THE POOR: THE ROLE OF PUBLIC TRANSPORT SUBSIDIES
From Informal to Formal: The Evolution of Jakarta’s Transit System and Its Implications for Equity
iROAM: integrated Route Operation and Anomaly Monitor
PRESENTER: Amer Shalaby
Intermodality, disrupted: Evaluating the impacts of banning e-scooters on public transport use in Barcelona
PRESENTER: Oriol Marquet
Monitoring air pollution exposure of public bus drivers in Delhi
PRESENTER: Vikram Singh
IDENTIFYING AREAS SUITABLE FOR INTRODUCING TRANSFER-BASED DRT BASED ON USER MOBILITY EVALUATION
DETERMINANTS OF SEOUL SUBWAY RIDERSHIP: THE IMPACT OF POLICY AND ENVIRONMENTAL FACTORS
PRESENTER: Saehim Kim
Public Perceptions Towards Transport Policy and Investment
PRESENTER: Achille Fonzone
Rethinking Transit-Oriented Development: A Post-Pandemic Strategy to Revitalize Transit Ridership?
PRESENTER: Michael Leong
TO WHAT EXTENT CAN ONLINE ACTIVITIES COMPLEMENT MOBILITY NEEDS IN AN AGING SOCIETY? A GENERALIZED COST-BASED ACCESSIBILITY ANALYSIS
PRESENTER: Yasuhiro Shiomi
Benchmarking Regional Public Transit Systems Based on Mobility Barriers Reported by People with Disabilities: Evidence from India
PRESENTER: Agnivesh Pani
15:00-16:20 Session O3A: Emerging Mobility
15:00
How much should this ride cost? Pricing Transportation Network Company trips to complement and not compete with transit
PRESENTER: Zhihua Jin
15:20
Fleet sizing, dynamic pricing, and parking recommendations in dockless bike-sharing systems under demand uncertainty
PRESENTER: Riki Kawase
15:40
Integrating Air and Rail Services with Rerouting Strategy
PRESENTER: Bing Liu
16:00
Complement or Substitution: A Spatial Investigation over TNC-PT Relationships in Shanghai
PRESENTER: Zhicheng Jin
15:00-16:20 Session O3B: Time Table
15:00
Line Planning with Resilience against blockages through Γ-Robustness
PRESENTER: Viera Klasovitá
15:20
Solving Train Timetabling Adjustment Problems with integrated track assignments
15:40
Balancing Flexibility and Predictability: Evaluating the Impact of Multi-Period Timetabling on Railway Demand}
16:00
Joint Robust Optimization of Bus Timetabling and Vehicle Scheduling with Dynamic Holding Strategies
PRESENTER: Yu Li
15:45-16:45 Session P4A: Prediction and Estimation
Predicting Individual Next Trip in Metro Networks Using a Transformer-Based Deep Learning Model
PRESENTER: Bingxun Wang
A COMPARATIVE STUDY OF DIFFERENT EXPLAINABLE MACHINE LEARNING TECHNIQUES FOR MODE CHOICE PREDICTION OF MOBILITY-AS-A-SERVICE USERS
PRESENTER: Nazam Ali
EXPLORING PREDICTORS OF CROWDSHIPPING PARTICIPATION IN PUBLIC TRANSPORT SYSTEMS
PRESENTER: Mohammad Maleki
A Discrete Choice Model with Segmentation and Embedding via AI-Learning (DCM-SEAL) for Transit Mode Choice and Planning
PRESENTER: Kwangho Baek
Bus arrival time prediction at bus stops for multiple cities
Improvement to destination estimation in AFC systems
PRESENTER: Melvin Huang
Optimizing passengers' boarding and alighting operations in urban mass transit
PRESENTER: Laura Knappik
ESTIMATING BUS PASSENGER TRANSFER TIME AND WAITING TIME USING MULTI-SOURCE DATA
PRESENTER: Yuhang Wu
Transit Ridership Prediction for Student‐Centric Communities
PRESENTER: Kari Watkins
ASSESSMENT OF TRANSIT OD SCALING METHODS UNDER VARYING AFC PENETRATION RATES
PRESENTER: Javad Esmailpour
Estimation of Train Dwell Times using detailed Congestion Data from Load Compensation Devices
PRESENTER: Takuya Kaneko
ESTIMATING SPATIAL SPILLOVER EFFECTS IN PUBLIC TRANSPORTATION NETWORK CHANGES
RL-Based Anticipatory Matching in On-Demand Ridepooling
PRESENTER: Xinyu Wang
A Regression Model for Estimating Rural Traffic Volumes in Vestland County, Norway
UNDERSTANDING USER REUSABILITY ON BIKE SHARING SYSTEM: USING RFM MODEL ON RENTAL DATA
PRESENTER: Taewoo Kim
Developing a Bus Speed Prediction Model for Exclusive Median Bus Lanes Using XAI: Considering Autonomous Driving Constraints
PRESENTER: Seungbin Im
Dual-Hierarchical Dynamic Graph Neural Network for Multi-Modal Demand Prediction
PRESENTER: Yining Di
ENHANCING TRANSIT RIDERSHIP PREDICTION WITH A PUBLICLY ACCESSIBLE MACHINE LEARNING TOOL
Exploring Trip Cancellation Behaviour of On-Demand Transit Riders
PRESENTER: Amer Shalaby
16:40-18:00 Session O4A: Dynamic and Evolution
16:40
Evolutionary game analysis on carbon generalized system of preferences policy for public transportations
PRESENTER: Yanhao Li
17:00
TACKLING THE PROBLEM OF RIDE-TIME VOLATILITY IN DEMAND RESPONSIVE TRANSPORT
PRESENTER: Richard Connors

ABSTRACT. Demand Responsive Transport (DRT) systems can struggle with user retention due to variability in ride-time experiences, even within guaranteed service levels. Under constant aggregate demand, the stochasticity of users’ daily travel decisions can alter the order of pick-ups and hence ride-time. Simulation results indicate that users can experience very high levels of ride-time volatility, regardless of their origin. This work investigates how the detour factor, as an individual level-of-service constraint, can limit experienced ride-time fluctuations and hence mitigate against users leaving the system.

17:20
HOW TO PROMOTE THE IMPLEMENTATION OF MOBILITY AS A SERVICE (MAAS) IN CHINA: AN ANALYSIS BASED ON A TRIPARTITE GAME ANALYSIS
PRESENTER: Yanjun Liu
17:40
MBSE-Net: Multi-view attributed graph model for Individual-level multimodal transit behavior status evolution prediction
PRESENTER: Chengcheng Yu
16:40-18:00 Session O4B: Fares and Pricing
16:40
Pricing premium-class seats in transit fares
PRESENTER: Wenzhe Sun
17:00
COLLABORATIVE PRICING OF PUBLIC TRANSIT AND E-HAILING SERVICE CONSIDERING TRAVELLERS’ LOYALTY
PRESENTER: Muqing Du
17:20
Optimal Fares and Incentives to Provide Transit Journeys with Delay Insurance
PRESENTER: Yihe Zhou
17:40
ASSESSING RIDERSHIP IMPACTS OF FARE-FREE TRANSIT POLICIES THROUGH AGENCY- AND ROUTE-LEVEL MODELS
16:40-17:40 Session P4B: Service and Operaiton
A Study of the Reasonable Service Scope for Metro Transit Connections Considering Demand Response Bus
PRESENTER: Fan Yujie
Measuring the impacts of a new Bus Rapid Transit (BRT) service on running time and schedule deviation in Montréal Canada
PRESENTER: Thiago Carvalho
Optimized Mass Rapid Transit Operation Model to Maximize Station Transportation Efficiency and Commercial Profits
PRESENTER: Hung-Yi Hsueh
Virtual coupling and decoupling operation of autonomous rail rapid transit lines connecting with a high-speed railway station
PRESENTER: Yinfei Feng
OPERATION DESIGN OF LAST-MILE TRANSIT SERVICE WITH MODULAR VEHICLES
PRESENTER: Qingyun Tian
Public Transit Limited-Stop Service: Alternative Paths Using Deep Reinforcement Learning Approach
PRESENTER: Yu Jiang
Run Time Allowances in Rail Planning and Travel Time Estimation: International Perspectives and Practices
Coupled terminal and en-route operation control for regulating frequent bus services
Evaluating the impact of metro expansion on public transport demand at od-level using longitudinal data and multilevel modelling
PRESENTER: Howard Wong
Evaluation of Demand Responsive Transit: A Multidimensional Review of Theories, Methods, And Performance Indicators
PRESENTER: Enhui Chen
LIGHT RAIL LINE CAPACITY ANALYSIS CONSIDERING C-TYPE RIGHT-OF-WAY
PRESENTER: Chia Chung Chen
Identifying The Relationship Between Travel Demand and Spatial Patterns in Areas with Limited Public Transport Access to Transportation Hubs: a Case Study of Shanghai
PRESENTER: Enhui Chen
A METHODOLOGY FOR THE DEFINITION OF THE SUPPLY LEVEL OF THE PUBLIC TRANSPORT SERVICES
Transit routes prioritization and analysis: case study over Yazd city
Analyzing Transit Hub Types Considering Metro User Trip Patterns and Station Area Environment
PRESENTER: Taejun Kim
Train Scheduling Using Virtual Coupling, Stop-Skipping, and Short-Turning Methods
PRESENTER: Yaochen Ma
Incorporating Freight Assignment and Platform Allocation in High-speed Railway Timetabling
PRESENTER: Zhou Xu
Integrated timetabling and vehicle scheduling and electric fleet procurement for a Sustainable transit system
PRESENTER: Diana Quintanar
Analysis of Railway Traffic Flow under Train Group Operation Based on Fundamental Diagram
PRESENTER: Zaixu Yang
COMPARATIVE ANALYSIS OF PUBLIC TRANSPORTATION NETWORKS AND COMMUNITIES BETWEEN ELDERLY AND NON-ELDERLY ADULTS: A CASE STUDY OF THE SEOUL METROPOLITAN AREA
PRESENTER: Jeon Jaehyeon
Machine Learning-Based Planning and Decision-Making for Paratransit Operations in Developing Countries
JOINT OPTIMISATION OF LINE PLANNING AND TIMETABLING WITH A FOCUS ON SOCIETAL BENEFIT
Service improvements on Capitol Corridor and impacts on ridership
PRESENTER: Maha Ahmad