Data Science for Migration and Mobility -

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Résumé :

• Part 1 - Introduction
  


• 1: ALBERT ALI SALA, TUBA BIRCAN, EMRE EREN KORKMAZ: New data sources and computational approaches on migration and human mobility


• 2: ALBERT ALI SALAH, CANSU CANCA, BARI? ERMAN
  : Ethical and legal concerns on data science for large scale human mobility


• Part 2 - Data Sources
  


• 3: DIMITRA KONDYLI, RON DEKKER, IVANA ILIJASIC VERSIC: CESSDA Data Catalogue: opportunities and challenges to explore mobility and migration


• 4: MASSIMILIANO LUCA, GIANNI BARLACCHI, NURIA OLIVER, BRUNO LEPRI: Leveraging mobile phone data for migration flows


• 5: HARALD STERLY, LARS WIRKUS: Analysing refugees' secondary mobility using mobile phone Call Detail Records (CDR)


• 6: TUBA BIRCAN: Remote sensing data for migration research


• 7: CAROLINA COIMBRA VIERA, MASOOMALI FATEHKIA, KIRAN GARIMELLA, INGMAR WEBER, EMILIO ZAGHENI: Using Facebook and LinkedIn data to study international mobility


• 8: JISU KIM, LAURA POLLACCI, GIULIO ROSSETTI, ALINA S?RBU, FOSCA GIANNOTTI, DINO PEDRESCHI: Twitter data for migration studies


• 9: GIACOMO SOLANO: Indicators and survey data to understand migration and integration policy frameworks and trends in the EU


• 10: MERT G?RKAN, BUR?IN BOZKAYA, SELIM BALC?SOY
  : Financial datasets: Leveraging transactional big data in mobility and migration studies


• Part 3 - Visualisation
  


• 11: ALEXANDRU TELEA, MICHAEL BEHRISCH: Visual exploration of large multidimensional trajectory data


• 12: ISABELLA LOAIZA, GERM?N S?NCHEZ, SERENA CHAN, FELIPE MONTES, JIM?NEZ, MOHSEN BAHRAMI, ALEX PENTLAND
  : Voyage Viewer: a multivariate visualisation tool for migration analysis


• Part 4 - Case Studies and Applications
  


• 13: TUandGBA BOZCAGA, ASLI CANSUNAR: Combining mobile call data and satellite imaging for human mobility


• 14: CARLOS ARCILA-CALDER?N, JAVIER J. AMORES, MIKOLAJ STANEK: Predicting support for refugees in Europe: using machine learning and synthetic populations to predict support for acceptance of asylum seekers in European regions


• 15: A. SEZA DOandGRU?Z: Issues about analysing multilingual communication in immigrant contexts


• 16: WILLIAM L. ALLEN: Applying computational linguistic and text analysis to media content about migration: opportunities and challenges for social scientific domains


• 17: AMANDA ALENCAR, MARIE GODIN: Exploring digital connectivities in forced migration contexts: digital 'making do' practises


• 18: H. AKIN UNVER, AHMET KURNAZ
  : Conflict and forced migration: Social media as event data


• Part 5 - A Final Word
  


• 19: EMRE EREN KORKMAZ
  : Eight theses on migration studies and big data


• Glossary


• References


• Index