Verfügbarkeit: Data science for migration and mobility

Data science for migration and mobility:

Gespeichert in:

Bibliographische Detailangaben
Weitere beteiligte Personen:	Salah, Albert Ali (HerausgeberIn), Korkmaz, Emre Eren (HerausgeberIn), Bircan, Tuba (HerausgeberIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Oxford Oxford University Press 2022
Ausgabe:	First edition
Schriftenreihe:	Proceedings of the British Academy 251
Schlagwörter:	Visualisierung Big Data Fallstudie Data Mining Maschinelles Lernen Migration Mobilität Social Media Data Science Emigration and immigration / Research / Methodology Social mobility / Research / Methodology Data mining Aufsatzsammlung
Links:	https://content.ub.hu-berlin.de/monographs/toc/ethnologie/BV049008806.pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034271906&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	xxxiv, 428 Seiten Illustrationen, Diagramme, Karten 24 cm
ISBN:	9780197267103

Internformat

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Datensatz im Suchindex

_version_	1821773011095650304
adam_text	Contents List ofFigures Colour Plates List of Tables Notes on Contributors Preface x x'ü xxi xxii xxxii 1 Part I: Introduction 1 New Data Sources and Computational Approaches to Migration and Human Mobility 3 ALBERT ALI SALAH, TUBA BIRCAN, AND EMRE EREN KORKMAZ 2 Ethical and Legal Concerns on Data Science for Large-Scale Human Mobility 24 ALBERT ALI SALAH, CANSU CANCA, AND BARIÇ ERMAN Part II: Data Sources 3 CESSDA Data Catalogue: Opportunities and Challenges to Explore Mobility and Migration 49 51 DIMITRA KONDYLI, RON DEKKER, AND IVANA ILIJASIC VERSIC 4 Leveraging Mobile Phone Data for Migration Flows 71 MASSIMILIANO LUCA, GIANNI BARLACCHI, NURIA OLIVER, AND BRUNO LEPRI 5 Analysing Refugees’ Secondary Mobility Using Mobile Phone Call Detail Records 94 HARALD STERLY AND LARS W1RKUS 6 Remote Sensing Data for Migration Research 115 TUBA BIRCAN 7 Using Facebook and LinkedIn Data to Study International Mobility CAROLINA COIMBRA VIEIRA, MASOOMALI FATEHKIA, KIRAN GARIMELLA, INGMAR WEBER AND EMILIO ZAGHENI 141 viii 8 Contents Twitter Data for Migration Studies 159 JISU KIM, LAURA POLLACCI, GIULIO ROSSETTI, ALINA SIRBU, FOSCA GIANNOTTI, AND DINO PEDRESCHI 9 Indicators and Survey Data to Understand Migration and Integration Policy Frameworks and Trends in the EU 183 GIACOMO SOLANO 10 Financial Datasets: Leveraging Transactional Big Data in Mobility and Migration Studies 211 MERT GÜRKAN, BURÇIN BOZKAYA, AND SELIM BALCISOY Part III: Visualisation 11 239 Visual Exploration of Large Multidimensional Trajectory Data 241 ALEXANDRU TELEA AND MICHAEL BEHRISCH 12 Voyage Viewer: A Multivariate Visualisation Tool for Migration Analysis 267 ISABELLA LOAIZA, GERMAN SANCHEZ, SERENA CHAN, FELIPE MONTES JIMENEZ, MOHSEN BAHRAMI, AND ALEX PENTLAND Part IV: Case Studies and Applications 289 13 Combining Mobile Call Data and Satellite Imaging for Human Mobility 291 TUGBA BOZCAGA AND ASLI CANSUNAR 14 Using Machine Learning and Synthetic Populations to Predict Support for Refugees and Asylum Seekers in European Regions 310 CARLOS ARCILA-CALDERÔN, JAVIER J. AMORES, AND MIKOLAJ STANEK 15 Issues about Analysing Multilingual Communication in Immigrant Contexts 336 A. SEZA DOGRUÖZ 16 Applying Computational Linguistic and Text Analysis to Media Content about Migration 352 WILLIAM L. ALLEN 17 Exploring Digital Connectivities in Forced Migration Contexts: ‘Digital Making-Do’ Practices AMANDA ALENCAR AND MARIE GODIN 366 Contents 18 Conflict and Forced Migration: Social Media as Event Data jx 383 H. AKIN UNVER AND AHMET KURNAZ Part V: A FinalWord 403 19 405 Eight Theses onMigration Studies and Big Data EMRE EREN KORKMAZ Glossary Index 419 423
any_adam_object	1
author2	Salah, Albert Ali Korkmaz, Emre Eren Bircan, Tuba
author2_role	edt edt edt
author2_variant	a a s aa aas e e k ee eek t b tb
author_GND	(DE-588)1079557210 (DE-588)1238539319 (DE-588)116894886X
author_facet	Salah, Albert Ali Korkmaz, Emre Eren Bircan, Tuba
building	Verbundindex
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classification_rvk	LB 33900 LB 56000
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dewey-ones	304 - Factors affecting social behavior
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dewey-tens	300 - Social sciences
discipline	Soziologie Sozial-/Kulturanthropologie / Empirische Kulturwissenschaft
edition	First edition
format	Book
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spelling	Data science for migration and mobility edited by Albert A. Salah, Emre E. Korkmaz, and Tuba Bircan First edition Oxford Oxford University Press 2022 xxxiv, 428 Seiten Illustrationen, Diagramme, Karten 24 cm txt rdacontent n rdamedia nc rdacarrier Proceedings of the British Academy 251 Visualisierung (DE-588)4188417-6 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf Fallstudie (DE-588)4124897-1 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Migration (DE-588)4120730-0 gnd rswk-swf Mobilität (DE-588)4039785-3 gnd rswk-swf Social Media (DE-588)4639271-3 gnd rswk-swf Data Science (DE-588)1140936166 gnd rswk-swf Emigration and immigration / Research / Methodology Social mobility / Research / Methodology Data mining (DE-588)4143413-4 Aufsatzsammlung gnd-content Migration (DE-588)4120730-0 s Mobilität (DE-588)4039785-3 s Data Science (DE-588)1140936166 s Data Mining (DE-588)4428654-5 s Big Data (DE-588)4802620-7 s Social Media (DE-588)4639271-3 s Visualisierung (DE-588)4188417-6 s Fallstudie (DE-588)4124897-1 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Salah, Albert Ali (DE-588)1079557210 edt Korkmaz, Emre Eren (DE-588)1238539319 edt Bircan, Tuba (DE-588)116894886X edt Erscheint auch als Online-Ausgabe 978-0-19-199173-8 Proceedings of the British Academy 251 (DE-604)BV002535803 251 https://content.ub.hu-berlin.de/monographs/toc/ethnologie/BV049008806.pdf Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034271906&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Data science for migration and mobility Proceedings of the British Academy Visualisierung (DE-588)4188417-6 gnd Big Data (DE-588)4802620-7 gnd Fallstudie (DE-588)4124897-1 gnd Data Mining (DE-588)4428654-5 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Migration (DE-588)4120730-0 gnd Mobilität (DE-588)4039785-3 gnd Social Media (DE-588)4639271-3 gnd Data Science (DE-588)1140936166 gnd
subject_GND	(DE-588)4188417-6 (DE-588)4802620-7 (DE-588)4124897-1 (DE-588)4428654-5 (DE-588)4193754-5 (DE-588)4120730-0 (DE-588)4039785-3 (DE-588)4639271-3 (DE-588)1140936166 (DE-588)4143413-4
title	Data science for migration and mobility
title_auth	Data science for migration and mobility
title_exact_search	Data science for migration and mobility
title_full	Data science for migration and mobility edited by Albert A. Salah, Emre E. Korkmaz, and Tuba Bircan
title_fullStr	Data science for migration and mobility edited by Albert A. Salah, Emre E. Korkmaz, and Tuba Bircan
title_full_unstemmed	Data science for migration and mobility edited by Albert A. Salah, Emre E. Korkmaz, and Tuba Bircan
title_short	Data science for migration and mobility
title_sort	data science for migration and mobility
topic	Visualisierung (DE-588)4188417-6 gnd Big Data (DE-588)4802620-7 gnd Fallstudie (DE-588)4124897-1 gnd Data Mining (DE-588)4428654-5 gnd Maschinelles Lernen (DE-588)4193754-5 gnd Migration (DE-588)4120730-0 gnd Mobilität (DE-588)4039785-3 gnd Social Media (DE-588)4639271-3 gnd Data Science (DE-588)1140936166 gnd
topic_facet	Visualisierung Big Data Fallstudie Data Mining Maschinelles Lernen Migration Mobilität Social Media Data Science Aufsatzsammlung
url	https://content.ub.hu-berlin.de/monographs/toc/ethnologie/BV049008806.pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034271906&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV002535803
work_keys_str_mv	AT salahalbertali datascienceformigrationandmobility AT korkmazemreeren datascienceformigrationandmobility AT bircantuba datascienceformigrationandmobility

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