Paper Info
Title
Human dynamics: from human mobility to predictability
Abstract
A range of applications, from predicting the spread of human and electronic viruses to city planning and resource management in mobile communications, depend on our ability to understand human activity patterns. I will discuss recent effort to explore human activity patterns, using the mobility of individuals as a proxy. As an application, I will show that by measuring the entropy of each individuals trajectory, we find can explore the underlying predictability of human mobility, raising fundamental questions on how predictable we really are. I will also discuss the interplay between human mobilty, social links, and the predictive power of data mining.
Year
DOI
Venue
2011
10.1007/978-3-642-23780-5_2
ECML/PKDD (1)
Keywords
Field
DocType
predictive power,data mining,individuals trajectory,electronic virus,human mobilty,mobile communication,human activity pattern,city planning,fundamental question,human mobility,human dynamic
Data science,Proxy (climate),Resource management,Predictability,Predictive power,Computer science,Human dynamics,Urban planning,Artificial intelligence,Trajectory,Mobile telephony
Conference
Volume
ISSN
Citations 
6911
0302-9743
1
PageRank 
References 
Authors
0.35
0
1
Name
Order
Citations
PageRank
Albert-lászló Barabási146491107.35