Human Mobility Data
Human Mobility Science: Approaches, Applications and Tools
Preface
1
Introduction
Human Mobility Data
2
Forms of Human Mobility Data
3
Fundamentals of Human Mobility Data
4
Ethics of Human Mobility Data
Data Pipelines
5
Data Processing Models
6
Location Detection
7
Spatial Aggregation
8
Temporal Aggregation
9
Home Location
10
Work Location
Data Assurance
11
Measuring Biases
12
Analysis of Bias
13
Data Bias Adjustment Approaches
14
Data Quality Assessment
Human Mobility Analysis
15
Spatial Summary Indicators of Mobility
16
A Network Science Approach to Human Mobility
17
Modelling Human Mobility
References
Human Mobility Data
1
Introduction
2
Forms of Human Mobility Data