Data Science for Migration and Mobility
-10%
portes grátis
Data Science for Migration and Mobility
Korkmaz, Emre Eren; Bircan, Tuba; Salah, Albert Ali
Oxford University Press
11/2022
474
Dura
Inglês
9780197267103
15 a 20 dias
Descrição não disponível.
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,S 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 GUERKAN, BURCIN BOZKAYA, SELIM BALC)iSOY
: 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: TU&GBA 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: A. SEZA DO&GRUOEZ: 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
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,S 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 GUERKAN, BURCIN BOZKAYA, SELIM BALC)iSOY
: 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: TU&GBA 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: A. SEZA DO&GRUOEZ: 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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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,S 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 GUERKAN, BURCIN BOZKAYA, SELIM BALC)iSOY
: 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: TU&GBA 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: A. SEZA DO&GRUOEZ: 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
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,S 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 GUERKAN, BURCIN BOZKAYA, SELIM BALC)iSOY
: 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: TU&GBA 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: A. SEZA DO&GRUOEZ: 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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