Travel displacement model

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Table of contents

CHAPTER I: Introduction
I.1 Problem Statement
I.2 Aim and Objectives
I.3 Approach Overview
I.4 Contributions
I.5 Thesis Structure
CHAPTER II: Related Work
II.1 Introduction
II.2 Human Travel Patterns
II.3 The Concept of Trajectory
II.4 Trajectory Data Model
II.4.1 Conceptual Models
II.4.2 Event-Based Models
II.4.3 Process-Based Models
II.4.4 Logical Models
II.4.4.1 Vector-Based Models
II.4.4.2 Raster-Based Models
II.4.5 Novel Approaches
II.5 Summary and Discussion
CHAPTER III: Travel Displacement Modelling
III.1 Modelling Research Objective
III.2 Modelling Principles
III.3 Travel Displacement Model
III.3.1 Trajectory Module
III.3.2 Transportation Network Module
III.3.3 Travel Pattern Module
III.3.4 Relationships between Modules
III.4 Discussion
CHAPTER IV: Travel Displacement Database and Data Analysis
IV.1 Database Implementation Objectives
IV.2 Travel Displacement Database Principles
IV.3 Travel Displacement Analysis
IV.3.1 Data Analysis Categories
IV.3.1.1 Semantic Level
IV.3.1.2 Temporal Level
IV.3.1.3 Spatial Level
IV.3.1.4 Spatio-Temporal Levels
IV.3.2 Data Analysis Functions and Queries
IV.4 Discussion
CHAPTER V: Implementation & Experimental Evaluation
V.1 Implementation Objective
V.2 Experimental Data Set
V.3 Computing and Software Environments
V.3.1 Development Environment
V.3.2 Database Environment
V.4 Framework Construction
V.4.1 Data Pre-Processing
V.4.1.1 Construction of the Transportation Network
V.4.1.2 Map Matching
V.4.2 Database Construction and Analysis
V.4.2.1 Data Structure Generation
V.4.2.2 Route Extraction Algorithm
V.5 Results and Discussion
CHAPTER VI: Conclusion & Perspectives
VI.1 Outline
VI.2 Main Contribution
VI.2.1 Conceptual Modelling
VI.2.2 Logical Design
VI.2.3 Data Manipulations & Functions
VI.2.4 Implementation
VI.2.5 Travel Behaviour Exploration
VI.3 Perspectives
VI.3.1 Modelling Extensions
VI.3.2 Data Analysis Extensions
VI.3.3 Data Manipulation Extensions
VI.3.4 Decision Making & Travel Prediction
APPENDIX A: Résumé étendu de la thèse
A.1 Introduction
A.2 Approche de Modélisation
A.2.1 Modèle de Mobilité
A.2.2 Module Trajectoire
A.2.3 Module Transportation Network
A.2.4 Module Travel Pattern
A.2.5 Relations entre Différents Modules
A.3 Analyse de Patrons de Déplacements
A.3.1 Interrogat ions de comportements de déplacements (Travel Displacement Queries)
A.4 Implementation et Validation
A.4.1 Conception de Fonctions
A.4.2 Données Expérimentales de Trajectoires
A.4.3 Extraction des Trajectoires
A.4.4 Résultats
A.4.5 Evaluation des Performances
A.5 Conclusion
APPENDIX B: List of Publications
APPENDIX C: Short Curriculum Vitae
REFERENCES