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Appendix A: Smart City Transportation Use Case
Examples 162
Use Case Example 1: Asset and Maintenance
Management 162
Use Case Example 2: Connected Vehicle Probe Data 162
Use Case Example 3: Connected, Involved Citizens 163
Use Case Example 4: Variable Tolling 164
Use Case Example 5: Ticketing Strategy and Payment
Channel Evaluation 164
Use Case Example 6: Intelligent Sensor–Based
Infrastructure 165
Use Case Example 7: ICT Management 166
Use Case Example 8: Electric Fleet Management 166
Use Case Example 9: Mobility Hub 167
Use Case Example 10: Partnership Management 168
Use Case Example 11: Transportation Governance
System 168
Use Case Example 12: Customer Satisfaction and
Travel Response 169
Use Case Example 13: Travel Value Analysis 170
Use Case Example 14: Accessibility Index 170
Use Case Example 15: Urban Automation Analysis 171
Use Case Example 16: Freight Performance
Management 171
Use Case Example 17: MaaS 172

9 Building a Data Lake 173

9.1 Informational Objectives 173

9.2 Chapter Word Cloud 173

9.3 Introduction 174
9.4 Definition of a Data Lake 177

9.5 How a Data Lake Works 178

9.6 Value of a Data Lake 182

9.7 Challenges 185

9.8 An Approach to Building a Data Lake 187