图书简介

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, BARIS 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 SIRBU, 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 GURKAN, BURCIN BOZKAYA, SELIM BALCiSOY : 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, GERMAN SANCHEZ, SERENA CHAN, FELIPE MONTES, JIMENEZ, MOHSEN BAHRAMI, ALEX PENTLAND : Voyage Viewer: a multivariate visualisation tool for migration analysis; Part 4 - Case Studies and Applications ; 13 TUGBA BOZCAGA, ASLI CANSUNAR: Combining mobile call data and satellite imaging for human mobility; 14 CARLOS ARCILA-CALDERON, 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 SEZA DOGRUOZ: 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

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