Title
Trace analysis and mining for smart cities: issues, methods, and applications
Abstract
Traces of moving objects in a city, which depict lots of semantics concerning human mobility and city dynamics, are becoming increasingly important. In this article, we first give a brief introduction to trace data; then we present six research issues in trace analysis and mining, and survey the state-of-the-art methods; finally, five promising application domains in smart cities are discussed.
Year
DOI
Venue
2013
10.1109/MCOM.2013.6525604
IEEE Communications Magazine
Keywords
Field
DocType
smart city,human mobility,moving objects,city dynamics,town and country planning,trace analysis,data mining,mobile computing,global positioning system,urban planning,smart buildings,semantics
Data science,Mobile computing,Data mining,Trace analysis,Computer science,Town and country planning,Urban planning,Building automation,Global Positioning System,Semantics,Distributed computing
Journal
Volume
Issue
ISSN
51
6
0163-6804
Citations 
PageRank 
References 
50
1.75
9
Authors
6
Name
Order
Citations
PageRank
Gang Pan11501123.57
Guande Qi241819.45
Wangsheng Zhang32058.85
Shijian Li4115569.34
Zhaohui Wu53121246.32
Laurence T. Yang66870682.61