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Human migration: the big data perspective

delete2020-03-23
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OA
AI
A
Alina Sîrbu *
G
Gennady Andrienko
N
Natalia Andrienko
C
Chiara Boldrini
M
Marco Conti
F
Fosca Giannotti
R
Riccardo Guidotti
S
Simone Bertoli
J
Jisu Kim
C
Cristina Ioana Muntean
L
Luca Pappalardo
P
Passarella, Andrea
D
Dino Pedreschi
L
Laura Pollacci
F
Francesca Pratesi
R
Rajesh Sharma
DOI:10.1007/s41060-020-00213-5delete
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摘要

摘要

En 中文
How can big data help to understand the migration phenomenon? In this paper, we try to answer this question through an analysis of various phases of migration, comparing traditional and novel data sources and models at each phase. We concentrate on three phases of migration, at each phase describing the state of the art and recent developments and ideas. The first phase includes the journey, and we study migration flows and stocks, providing examples where big data can have an impact. The second phase discusses the stay, i.e. migrant integration in the destination country. We explore various data sets and models that can be used to quantify and understand migrant integration, with the final aim of providing the basis for the construction of a novel multi-level integration index. The last phase is related to the effects of migration on the source countries and the return of migrants.
Keyword:
Human migration
Big data
Migration flows
Migration stocks
Integration
Return of migrants
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期刊

I
International Journal of Data Science and Analytics
IF:
2.8
论文数:
1.1K
被引数:
1.3K

机构

I
istituto di informatica e telematica (iit-cnr)
学者数:
168
论文数: 147
被引数: 0
C
City, University of London
学者数:
2.1K
论文数: 2.0K
被引数: 4
U
University of Pisa
学者数:
3.1W
论文数: 2.4W
被引数: 2.4W
C
consiglio nazionale delle ricerche (cnr)
学者数:
6.2W
论文数: 5.7W
被引数: 48
C
city st georges, university of london
学者数:
1.2W
论文数: 1.1W
被引数: 12
F
fraunhofer gesellschaft
学者数:
1.6W
论文数: 1.2W
被引数: 24
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