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Data for Refugees Challenge, 2019

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Albert Ali Salah, Alex Pentland, Bruno Lepri, Emmanuel Letouzé:
Guide to Mobile Data Analytics in Refugee Scenarios, The 'Data for Refugees Challenge' Study. Springer 2019, ISBN 978-3-030-12553-0

Big Data and Refugees

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Albert Ali Salah, Alex Pentland, Bruno Lepri, Emmanuel Letouzé, Yves-Alexandre de Montjoye, Xiaowen Dong, Özge Dagdelen, Patrick Vinck:
Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey. 3-27
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  - books/sp/19/Pastor-EscuredoILM19
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David Pastor-Escuredo, Asuka Imai, Miguel A. Luengo-Oroz, Daniel Macguire:
Call Detail Records to Obtain Estimates of Forcibly Displaced Populations. 29-52
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Vedran Sekara, Elisa Omodei, Laura Healy, Jan Beise, Claus Hansen, Danzhen You, Saskia Blume, Manuel García-Herranz:
Mobile Phone Data for Children on the Move: Challenges and Opportunities. 53-66
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  - books/sp/19/Francis19
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Jessica Francis:
Coding Boot Camps for Refugees. 67-85
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Patrick Vinck, Phuong N. Pham, Albert Ali Salah:
"Do No Harm" in the Age of Big Data: Data, Ethics, and the Refugees. 87-99
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  - books/sp/19/EarneyJ19
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Christopher Earney, Rebeca Moreno Jimenez:
Pioneering Predictive Analytics for Decision-Making in Forced Displacement Contexts. 101-119

D4R Challenge: Social Integration

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Michiel A. Bakker, Daoud A. Piracha, Patricia J. Lu, Keis Bejgo, Mohsen Bahrami, Yan Leng, José Balsa-Barreiro, Julie Ricard, Alfredo Jose Morales, Vivek K. Singh, Burçin Bozkaya, Selim Balcisoy, Alex Pentland:
Measuring Fine-Grained Multidimensional Integration Using Mobile Phone Metadata: The Case of Syrian Refugees in Turkey. 123-140
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Jeremy Boy, David Pastor-Escuredo, Daniel Macguire, Rebeca Moreno Jimenez, Miguel A. Luengo-Oroz:
Towards an Understanding of Refugee Segregation, Isolation, Homophily and Ultimately Integration in Turkey Using Call Detail Records. 141-164
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Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini:
Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey. 165-178
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Simone Bertoli, Paolo Cintia, Fosca Giannotti, Etienne Madinier, Caglar Ozden, Michael Packard, Dino Pedreschi, Hillel Rapoport, Alina Sîrbu, Biagio Speciale:
Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data. 179-199
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Wangsu Hu, Ran He, Jin Cao, Lisa Zhang, Hüseyin Uzunalioglu, Ahmet A. Akyamaç, Chitra Phadke:
Quantified Understanding of Syrian Refugee Integration in Turkey. 201-221
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Tugba Bozcaga, Fotini Christia, Elizabeth Harwood, Constantinos Daskalakis, Christos Papademetriou:
Syrian Refugee Integration in Turkey: Evidence from Call Detail Records. 223-249
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Harald Sterly, Benjamin Etzold, Lars Wirkus, Patrick Sakdapolrak, Jacob Schewe, Carl-Friedrich Schleussner, Benjamin D. Hennig:
Assessing Refugees' Onward Mobility with Mobile Phone Data - A Case Study of (Syrian) Refugees in Turkey. 251-263
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Neal Marquez, Kiran Garimella, Ott Toomet, Ingmar Weber, Emilio Zagheni:
Segregation and Sentiment: Estimating Refugee Segregation and Its Effects Using Digital Trace Data. 265-282
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Daniel Rhoads, Javier Borge-Holthoefer, Albert Solé-Ribalta:
Measuring and Mitigating Behavioural Segregation as an Optimisation Problem: The Case of Syrian Refugees in Turkey. 283-301

D4R Challenge: Labor, Education, Health, Safety

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Sedef Turper Alisik, Damla Bayraktar Aksel, Asim Evren Yantaç, Ilker Kayi, F. Sibel Salman, Ahmet Içduygu, Damla Çay, Lemi Baruh, Ivon Bensason:
Seasonal Labor Migration Among Syrian Refugees and Urban Deep Map for Integration in Turkey. 305-328
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Fabian Bruckschen, Till Koebe, Melina Ludolph, Maria Francesca Marino, Timo Schmid:
Refugees in Undeclared Employment - A Case Study in Turkey. 329-346
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Özgün Ozan Kiliç, Mehmet Ali Akyol, Oguz Isik, Banu Günel Kiliç, Arsev Umur Aydinoglu, Elif Sürer, Hafize Sebnem Düzgün, Sibel Kalaycioglu, Tugba Taskaya-Temizel:
The Use of Big Mobile Data to Gain Multilayered Insights for Syrian Refugee Crisis. 347-379
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Marco Mamei, Seyit Mümin Cilasun, Marco Lippi, Francesca Pancotto, Semih Tümen:
Improve Education Opportunities for Better Integration of Syrian Refugees in Turkey. 381-402
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M. Tarik Altuncu, Ayse Seyyide Kaptaner, Nur Sevencan:
Optimizing the Access to Healthcare Services in Dense Refugee Hosting Urban Areas: A Case for Istanbul. 403-416
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Erika Frydenlund, Meltem Yilmaz Sener, Ross Gore, Christine Boshuijzen-van Burken, Engin Bozdag, Christa de Kock:
Characterizing the Mobile Phone Use Patterns of Refugee-Hosting Provinces in Turkey. 417-431
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Michel Beine, Luisito Bertinelli, Rana Cömertpay, Anastasia Litina, Jean-François Maystadt, Benteng Zou:
Refugee Mobility: Evidence from Phone Data in Turkey. 433-449

Conclusions

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Emmanuel Letouzé:
Leveraging Open Algorithms (OPAL) for the Safe, Ethical, and Scalable Use of Private Sector Data in Crisis Contexts. 453-464
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Stefaan G. Verhulst, Andrew Young:
The Potential and Practice of Data Collaboratives for Migration. 465-476
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Albert Ali Salah, M. Tarik Altuncu, Selim Balcisoy, Erika Frydenlund, Marco Mamei, Mehmet Ali Akyol, Kerem Yavuz Arslanli, Ivon Bensason, Christine Boshuijzen-van Burken, Paolo Bosetti, Jeremy Boy, Tugba Bozcaga, Seyit Mümin Cilasun, Oguz Isik, Sibel Kalaycioglu, Ayse Seyyide Kaptaner, Ilker Kayi, Özgün Ozan Kiliç, Berat Kjamili, Huseyin Kucukali, Aaron Martin, Marco Lippi, Francesca Pancotto, Daniel Rhoads, Nur Sevencan, Ervin Sezgin, Albert Solé-Ribalta, Harald Sterly, Elif Sürer, Tugba Taskaya-Temizel, Semih Tümen, Ismail Uluturk:
Policy Implications of the D4R Challenge. 477-495

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