NovaMatch Layout B
NOVAMATCH
A unified trajectory processing pipeline that integrates map matching, cross-network translation, and mobility analysis.
Raw Mobility Observations
LBS / GPS Trajectories
- ◉Wejo / VDOT trajectories
- ◉Daily trips & OD pairs
- ◉Planning networks & TAZ
- ◉Reference tables & paths
NovaMatch
Trajectory Processing Ecosystem
Sup-HMM
Map Matching
PM-Tree
Structural Representation
Translation Engine
Cross-network semantics
Hierarchy & Index
Topology, connectors, path references
Data Management
& Utilities
Road-Network Representation
- Sup-HMM map matching
- Route inference
- Path recovery
Structural Representation
- PM-Tree
- Hierarchical structure
- Recoverability
Planning-Network Representation
- Trajectory translation
- Connector analysis
- OD structure
OD Structure & Flow Patterns
Aggregate travel interactions and multi-scale movement structure.
Path Similarity & Route Choice
Compare recovered paths and infer representation-dependent behavior.
Access / Egress Connector Usage
Trace observed connector patterns against planning-network semantics.
Accessibility & Equity Insight
Study access gradients, spatial fairness, and systemic service reach.
Planning Model Bias & Evaluation
Evaluate structural mismatch, indicator bias, and representational tradeoffs.
Papers & Publications
Figures & Visualizations
Datasets & Indicators
Interactive Systems
End-to-End Capabilities
Large-scale Data Processing
Daily / multi-source trajectory systems
Configurable & Reproducible
Regional profiles & parameter sets
Batch Experiments at Scale
Different trip sets & scenarios
Standardized Outputs & Results Management
Stage-based results and visual summaries
Research-driven & Extensible
Built for mobility science research