Page 304 - Big Data Analytics for Connected Vehicles and Smart Cities

Index

Accessibility index smart city frameworks, 101
analytics, 215 smart city services, 122–31
concept, 197 statistical modeling, 160
overview, 214–15 structured query language (SQL), 160
use case, 170 summary, 134–35
use of analytics, 219 text, 160
Adaptability question, 19 toll return index, 212–14
Advice for smart city transportation traffic management, 146, 147
professionals, 278–81 transit management, 149
Analytics transportation use cases, 160
accessibility index, 215 urban, 85, 91
application to transportation, 156–57 value chain, 121
arterial performance management, 216 value of, 120–22
data lakes and, 133–34 Application of analytics
data needs associated with, 134 integrated payment system, 139–41
decision support for bus acquisition, introduction to, 138–39
217 list of, 139
defined, 34, 119–20 MaaS, 141–44
discovery, 153 performance management, 149–52
graph, 160 summary, 152–54
integrated payment system application, traffic management, 144–46
141, 142 transit management, 146–49
introduction to, 117–18 Application of transportation data analytics
KPIs versus, 132 accessibility index, 197, 198–214, 219
MaaS application, 144, 145 arterial performance management, 197,
machine learning, 160 216, 220
movement, 214 concepts, 197–98
nature of process, 153 decision support for bus acquisition,
performance management, 151–52 198, 216–17, 220
practical application of, 137 freeway speed variability analysis, 197,
in practice, 121–22 198–214, 217–19
search pattern and time series, 160 introduction to, 196

285