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@book{silgerobison2022,
title={Welcome to Text Mining with R},
author={Sielge, Jullia and Robinson, David},
year={2022},
publisher={{O'Reilly}},
url= {https://www.tidytextmining.com}
}
@techreport{HomeAffairsCommittee2020,
address = {London},
author = {{Home Affairs Committee}},
institution = {House of Commons},
keywords = {IOM Paper},
mendeley-tags = {IOM Paper},
title = {{Oral evidence: Home Office preparedness for Covid-19 (Coronavirus), HC 232}},
url = {https://committees.parliament.uk/oralevidence/359/default/},
year = {2020}
}
@article{Rowe2021b,
author = {Rowe, Francisco and Mahony, Michael and Sievers, Niklas and Rango, Marzia and Graells-Garrido, Eduardo},
journal = {IOM Publications},
title = {{Sentiment towards Migration during COVID-19. What Twitter Data Can Tell Us}},
year = {2021}
}
@misc{EuropeanCommision2019,
author = {{European Commision}},
title = {{10 Trends Shaping Migration}},
url = {https://op.europa.eu/en/publication-detail/-/publication/aa25fb8f-10cc-11ea-8c1f-01aa75ed71a1},
year = {2019}
}
@article{hutto2014,
title = {VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text},
author = {Hutto, C. and Gilbert, Eric},
year = {2014},
month = {05},
date = {2014-05-16},
journal = {Proceedings of the International AAAI Conference on Web and Social Media},
pages = {216--225},
volume = {8},
number = {1},
doi = {10.1609/icwsm.v8i1.14550},
url = {http://dx.doi.org/10.1609/icwsm.v8i1.14550}
}
@article{bail2018,
title = {Exposure to opposing views on social media can increase political polarization},
author = {Bail, Christopher A. and Argyle, Lisa P. and Brown, Taylor W. and Bumpus, John P. and Chen, Haohan and Hunzaker, M. B. Fallin and Lee, Jaemin and Mann, Marcus and Merhout, Friedolin and Volfovsky, Alexander},
year = {2018},
month = {08},
date = {2018-08-28},
journal = {Proceedings of the National Academy of Sciences},
pages = {9216--9221},
volume = {115},
number = {37},
doi = {10.1073/pnas.1804840115},
url = {http://dx.doi.org/10.1073/pnas.1804840115},
langid = {en}
}
@article{cheong2007,
title = {Immigration, social cohesion and social capital: A critical review},
author = {Cheong, Pauline Hope and Edwards, Rosalind and Goulbourne, Harry and Solomos, John},
year = {2007},
month = {02},
date = {2007-02},
journal = {Critical Social Policy},
pages = {24--49},
volume = {27},
number = {1},
doi = {10.1177/0261018307072206},
url = {http://dx.doi.org/10.1177/0261018307072206},
langid = {en}
}
@misc{rowe2021,
title = {Using Twitter Data to Monitor Immigration Sentiment},
author = {Rowe, Francisco and Mahony, Michael and Graells-Garrido, Eduardo and Sievers, Niklas and Rango, Marzia},
year = {2021},
month = {04},
date = {2021-04-20},
url = {http://dx.doi.org/10.31219/osf.io/sf7u4}
}
@inbook{rowe2021,
title = {Using Twitter Data to Monitor Immigration Sentiment},
author = {Rowe, Francisco and Mahony, Michael and Graells-Garrido, Eduardo and Sievers, Niklas and Rango, Marzia},
year = {2021},
date = {2021},
publisher = {International Organization for Migration},
pages = {104--119},
url = {https://publications.iom.int/books/harnessing-data-innovation-migration-policy-handbook-practitioners#:~:text=to%20reading%20list-,Harnessing%20Data%20Innovation%20for%20Migration%20Policy%3A%20A%20Handbook%20for%20Practitioners,better%20understanding%20migration%2Drelated%20phenomena.}
}
@article{rowe2021a,
title = {Using Twitter to track immigration sentiment during early stages of the COVID-19 pandemic},
author = {Rowe, Francisco and Mahony, Michael and Graells-Garrido, Eduardo and Rango, Marzia and Sievers, Niklas},
year = {2021},
date = {2021},
journal = {Data & Policy},
volume = {3},
doi = {10.1017/dap.2021.38},
url = {http://dx.doi.org/10.1017/dap.2021.38},
langid = {en}
}
@article{stopthe2020,
title = {Stop the coronavirus stigma now},
year = {2020},
month = {04},
date = {2020-04-07},
journal = {Nature},
pages = {165--165},
volume = {580},
number = {7802},
doi = {10.1038/d41586-020-01009-0},
url = {http://dx.doi.org/10.1038/d41586-020-01009-0},
langid = {en}
}
@article{coates2020,
title = {Covid-19 and the rise of racism},
author = {Coates, Melanie},
year = {2020},
month = {04},
date = {2020-04-06},
journal = {BMJ},
pages = {m1384},
doi = {10.1136/bmj.m1384},
url = {http://dx.doi.org/10.1136/bmj.m1384},
langid = {en}
}
@article{cowper2020,
title = {Covid-19: are we getting the communications right?},
author = {Cowper, Andy},
year = {2020},
month = {03},
date = {2020-03-06},
journal = {BMJ},
pages = {m919},
doi = {10.1136/bmj.m919},
url = {http://dx.doi.org/10.1136/bmj.m919},
langid = {en}
}
@article{elbagir2020,
title = {Sentiment Analysis on Twitter with Python{\textquoteright}s Natural Language Toolkit and VADER Sentiment Analyzer},
author = {Elbagir, Shihab and Yang, Jing},
year = {2020},
month = {01},
date = {2020-01},
journal = {IAENG Transactions on Engineering Sciences},
doi = {10.1142/9789811215094_0005},
url = {http://dx.doi.org/10.1142/9789811215094_0005}
}
@article{ghani2019,
title = {Social media big data analytics: A survey},
author = {Ghani, Norjihan Abdul and Hamid, Suraya and Targio Hashem, Ibrahim Abaker and Ahmed, Ejaz},
year = {2019},
month = {12},
date = {2019-12},
journal = {Computers in Human Behavior},
pages = {417--428},
volume = {101},
doi = {10.1016/j.chb.2018.08.039},
url = {http://dx.doi.org/10.1016/j.chb.2018.08.039},
langid = {en}
}
@article{rosa2019,
title = {Automatic cyberbullying detection: A systematic review},
author = {Rosa, H. and Pereira, N. and Ribeiro, R. and Ferreira, P.C. and Carvalho, J.P. and Oliveira, S. and Coheur, L. and Paulino, P. and {Veiga Simão}, A.M. and Trancoso, I.},
year = {2019},
month = {04},
date = {2019-04},
journal = {Computers in Human Behavior},
pages = {333--345},
volume = {93},
doi = {10.1016/j.chb.2018.12.021},
url = {http://dx.doi.org/10.1016/j.chb.2018.12.021},
langid = {en}
}
@article{rowe2022f,
title = {Introduction to Geographic Data Science},
author = {Rowe, Francisco},
year = {2022},
month = {08},
date = {2022-08-03},
journal = {Open Science Framework},
doi = {10.17605/OSF.IO/VHY2P},
url = {https://osf.io/vhy2p/}
}
@book{kaufman2009finding,
title={Finding groups in data: an introduction to cluster analysis},
author={Kaufman, Leonard and Rousseeuw, Peter J},
year={2009},
publisher={John Wiley \& Sons}
}
@article{gabadinho2009mining,
title={Mining sequence data in R with the TraMineR package: A user’s guide},
author={Gabadinho, Alexis and Ritschard, Gilbert and Studer, Matthias and M{\"u}ller, Nicolas S},
journal={Geneva: Department of Econometrics and Laboratory of Demography, University of Geneva},
year={2009}
}
@article{abbott2000sequence,
title={Sequence analysis and optimal matching methods in sociology: Review and prospect},
author={Abbott, Andrew and Tsay, Angela},
journal={Sociological methods \& research},
volume={29},
number={1},
pages={3--33},
year={2000},
publisher={Sage Publications, Inc.}
}
@article{knuth84,
author = {Knuth, Donald E.},
title = {Literate Programming},
year = {1984},
issue_date = {May 1984},
publisher = {Oxford University Press, Inc.},
address = {USA},
volume = {27},
number = {2},
issn = {0010-4620},
url = {https://doi.org/10.1093/comjnl/27.2.97},
doi = {10.1093/comjnl/27.2.97},
journal = {Comput. J.},
month = may,
pages = {97–111},
numpages = {15}
}
@misc{rowe2022,
title = {Spatial Interaction Modelling: A Manifesto},
author = {Rowe, Francisco and Lovelace, Robin and Dennett, Adam},
year = {2022},
month = {07},
date = {2022-07-22},
url = {http://dx.doi.org/10.31219/osf.io/xcdms}
}
@misc{rowe2022a,
title = {Sensing Population Displacement from Ukraine Using Facebook Data: Potential Impacts and Settlement Areas},
author = {Rowe, Francisco and Neville, Ruth and {González-Leonardo}, Miguel},
year = {2022},
month = {08},
date = {2022-08-30},
url = {http://dx.doi.org/10.31219/osf.io/7n6wm}
}
@article{newsham2022,
title = {Understanding the Trajectories of Population Decline Across Rural and Urban Europe: A Sequence Analysis},
author = {Newsham, Niall and Rowe, Francisco},
year = {2022},
date = {2022},
doi = {10.48550/ARXIV.2203.09798},
url = {https://arxiv.org/abs/2203.09798}
}
@article{rowe2022b,
title = {Sensing global changes in local patterns of energy consumption in cities during the early stages of the COVID-19 pandemic},
author = {Rowe, Francisco and Robinson, Caitlin and Patias, Nikos},
year = {2022},
month = {10},
date = {2022-10},
journal = {Cities},
pages = {103808},
volume = {129},
doi = {10.1016/j.cities.2022.103808},
url = {http://dx.doi.org/10.1016/j.cities.2022.103808},
langid = {en}
}
@misc{rowe2021,
title = {Using Twitter Data to Monitor Immigration Sentiment},
author = {Rowe, Francisco},
year = {2021},
month = {04},
date = {2021-04-20},
url = {http://dx.doi.org/10.31219/osf.io/sf7u4}
}
@article{rowe2021a,
title = {Using Twitter to track immigration sentiment during early stages of the COVID-19 pandemic},
author = {Rowe, Francisco and Mahony, Michael and Graells-Garrido, Eduardo and Rango, Marzia and Sievers, Niklas},
year = {2021},
date = {2021},
journal = {Data & Policy},
volume = {3},
doi = {10.1017/dap.2021.38},
url = {http://dx.doi.org/10.1017/dap.2021.38},
langid = {en}
}
@misc{rowe2021b,
title = {Big Data and Human Geography},
author = {Rowe, Francisco},
year = {2021},
month = {10},
date = {2021-10-10},
url = {http://dx.doi.org/10.31235/osf.io/phz3e}
}
@inbook{green2021,
title = {New Forms of Data and New Forms of Opportunities to Monitor and Tackle a Pandemic},
author = {Green, Mark and Pollock, Frances Darlington and Rowe, Francisco},
year = {2021},
date = {2021},
publisher = {Springer International Publishing},
pages = {423--429},
doi = {10.1007/978-3-030-70179-6_56},
url = {http://dx.doi.org/10.1007/978-3-030-70179-6_56}
}
@article{tao2018,
title = {To travel or not to travel: {\textquoteleft}Weather{\textquoteright} is the question. Modelling the effect of local weather conditions on bus ridership},
author = {Tao, Sui and Corcoran, Jonathan and Rowe, Francisco and Hickman, Mark},
year = {2018},
month = {01},
date = {2018-01},
journal = {Transportation Research Part C: Emerging Technologies},
pages = {147--167},
volume = {86},
doi = {10.1016/j.trc.2017.11.005},
url = {http://dx.doi.org/10.1016/j.trc.2017.11.005},
langid = {en}
}
@article{arribas-bel2021,
title = {Open data products-A framework for creating valuable analysis ready data},
author = {Arribas-Bel, Dani and Green, Mark and Rowe, Francisco and Singleton, Alex},
year = {2021},
month = {10},
date = {2021-10},
journal = {Journal of Geographical Systems},
pages = {497--514},
volume = {23},
number = {4},
doi = {10.1007/s10109-021-00363-5},
url = {http://dx.doi.org/10.1007/s10109-021-00363-5},
langid = {en}
}
@misc{kashyap2022,
title = {Digital and Computational Demography},
author = {Kashyap, Ridhi and Rinderknecht, R. Gordon and Akbaritabar, Aliakbar and Alburez-Gutierrez, Diego and Gil-Clavel, {So{fi}a} and Grow, {André} and Kim, Jisu and Leasure, Douglas R. and Lohmann, Sophie and Negraia, Daniela Veronica and Perrotta, Daniela and Rampazzo, Francesco and Tsai, Chia-Jung and Verhagen, Mark D. and Zagheni, Emilio and Zhao, Xinyi},
year = {2022},
month = {04},
date = {2022-04-21},
url = {http://dx.doi.org/10.31235/osf.io/7bvpt}
}
@article{kashyap2021,
title = {Has demography witnessed a data revolution? Promises and pitfalls of a changing data ecosystem},
author = {Kashyap, Ridhi},
year = {2021},
month = {12},
date = {2021-12-13},
journal = {Population Studies},
pages = {47--75},
volume = {75},
number = {sup1},
doi = {10.1080/00324728.2021.1969031},
url = {http://dx.doi.org/10.1080/00324728.2021.1969031},
langid = {en}
}
@article{hilbert2011,
title = {The World{\textquoteright}s Technological Capacity to Store, Communicate, and Compute Information},
author = {Hilbert, Martin and {López}, Priscila},
year = {2011},
month = {04},
date = {2011-04},
journal = {Science},
pages = {60--65},
volume = {332},
number = {6025},
doi = {10.1126/science.1200970},
url = {http://dx.doi.org/10.1126/science.1200970},
langid = {en}
}
@article{kitchin2014,
title = {Big Data, new epistemologies and paradigm shifts},
author = {Kitchin, Rob},
year = {2014},
month = {04},
date = {2014-04-01},
journal = {Big Data & Society},
pages = {205395171452848},
volume = {1},
number = {1},
doi = {10.1177/2053951714528481},
url = {http://dx.doi.org/10.1177/2053951714528481},
langid = {en}
}
@article{rowe2022c,
title = {Using digital footprint data to monitor human mobility and support rapid humanitarian responses},
author = {Rowe, Francisco},
year = {2022},
month = {10},
date = {2022-10-31},
journal = {Regional Studies, Regional Science},
pages = {665--668},
volume = {9},
number = {1},
doi = {10.1080/21681376.2022.2135458},
url = {http://dx.doi.org/10.1080/21681376.2022.2135458},
langid = {en}
}
@misc{rowe2022d,
title = {Sensing Population Displacement from Ukraine Using Facebook Data: Potential Impacts and Settlement Areas},
author = {Rowe, Francisco and Neville, Ruth and {González-Leonardo}, Miguel},
year = {2022},
month = {08},
date = {2022-08-30},
url = {http://dx.doi.org/10.31219/osf.io/7n6wm}
}
@article{lazer2009,
title = {Computational Social Science},
author = {Lazer, David and Pentland, Alex and Adamic, Lada and Aral, Sinan and {Barabási}, {Albert-László} and Brewer, Devon and Christakis, Nicholas and Contractor, Noshir and Fowler, James and Gutmann, Myron and Jebara, Tony and King, Gary and Macy, Michael and Roy, Deb and Van Alstyne, Marshall},
year = {2009},
month = {02},
date = {2009-02-06},
journal = {Science},
pages = {721--723},
volume = {323},
number = {5915},
doi = {10.1126/science.1167742},
url = {http://dx.doi.org/10.1126/science.1167742},
langid = {en}
}
@article{dolega2021,
title = {Going digital? The impact of social media marketing on retail website traffic, orders and sales},
author = {Dolega, Les and Rowe, Francisco and Branagan, Emma},
year = {2021},
month = {05},
date = {2021-05},
journal = {Journal of Retailing and Consumer Services},
pages = {102501},
volume = {60},
doi = {10.1016/j.jretconser.2021.102501},
url = {http://dx.doi.org/10.1016/j.jretconser.2021.102501},
langid = {en}
}
@article{newsham2022a,
title = {Understanding trajectories of population decline across rural and urban Europe: A sequence analysis},
author = {Newsham, Niall and Rowe, Francisco},
year = {2022},
month = {12},
date = {2022-12-07},
journal = {Population, Space and Place},
doi = {10.1002/psp.2630},
url = {http://dx.doi.org/10.1002/psp.2630},
langid = {en}
}
@book{europeancommission.jointresearchcentre.2022,
title = {Data innovation in demography, migration and human mobility.},
author = {{Joint Research Centre}},
year = {2022},
date = {2022},
publisher = {European Commission. Publications Office},
doi = {10.2760/027157},
url = {https://data.europa.eu/doi/10.2760/027157},
address = {LU},
langid = {eng}
}
@article{franklin2022,
title = {Quantitative methods II: Big theory},
author = {Franklin, Rachel},
year = {2022},
month = {12},
date = {2022-12-23},
journal = {Progress in Human Geography},
pages = {178--186},
volume = {47},
number = {1},
doi = {10.1177/03091325221137334},
url = {http://dx.doi.org/10.1177/03091325221137334},
langid = {en}
}
@article{cesare2018,
title = {Promises and Pitfalls of Using Digital Traces for Demographic Research},
author = {Cesare, Nina and Lee, Hedwig and McCormick, Tyler and Spiro, Emma and Zagheni, Emilio},
year = {2018},
month = {10},
date = {2018-10-01},
journal = {Demography},
pages = {1979--1999},
volume = {55},
number = {5},
doi = {10.1007/s13524-018-0715-2},
url = {http://dx.doi.org/10.1007/s13524-018-0715-2},
langid = {en}
}
@article{lazer2020,
title = {Computational social science: Obstacles and opportunities},
author = {Lazer, David and Pentland, Alex and Watts, Duncan J. and Aral, Sinan and Athey, Susan and Contractor, Noshir and Freelon, Deen and Gonzalez-Bailon, Sandra and King, Gary and Margetts, Helen and Nelson, Alondra and Salganik, Matthew J. and Strohmaier, Markus and Vespignani, Alessandro and Wagner, Claudia},
year = {2020},
month = {08},
date = {2020-08-28},
journal = {Science},
pages = {1060--1062},
volume = {369},
number = {6507},
doi = {10.1126/science.aaz8170},
url = {http://dx.doi.org/10.1126/science.aaz8170},
langid = {en}
}
@article{zagheni2015,
title = {Demographic research with non-representative internet data},
author = {Zagheni, Emilio and Weber, Ingmar},
editor = {Nikolaos Askitas and Professor Klaus F. Zimmermann, Professor},
year = {2015},
month = {04},
date = {2015-04-07},
journal = {International Journal of Manpower},
pages = {13--25},
volume = {36},
number = {1},
doi = {10.1108/ijm-12-2014-0261},
url = {http://dx.doi.org/10.1108/IJM-12-2014-0261},
langid = {en}
}
@article{ribeiro2020,
title = {How Biased is the Population of Facebook Users? Comparing the Demographics of Facebook Users with Census Data to Generate Correction Factors},
author = {Ribeiro, Filipe N. and Benevenuto, {Fabrício} and Zagheni, Emilio},
year = {2020},
month = {07},
date = {2020-07-06},
journal = {12th ACM Conference on Web Science},
doi = {10.1145/3394231.3397923},
url = {http://dx.doi.org/10.1145/3394231.3397923}
}
@inbook{recchi2023,
title = {The Empirical Study of Human Mobility: Potentials and Pitfalls of Using Traditional and Digital Data},
author = {Recchi, Ettore and Tittel, Katharina},
year = {2023},
date = {2023},
publisher = {Springer International Publishing},
pages = {437--464},
doi = {10.1007/978-3-031-16624-2_23},
url = {http://dx.doi.org/10.1007/978-3-031-16624-2_23}
}
@article{singleton2019,
title = {Geographic Data Science},
author = {Singleton, Alex and {Arribas{-}Bel}, Daniel},
year = {2019},
month = {04},
date = {2019-04-04},
journal = {Geographical Analysis},
pages = {61--75},
volume = {53},
number = {1},
doi = {10.1111/gean.12194},
url = {http://dx.doi.org/10.1111/gean.12194},
langid = {en}
}
@article{schlosser2021,
title = {Biases in human mobility data impact epidemic modeling},
author = {Schlosser, Frank and Sekara, Vedran and Brockmann, Dirk and Garcia-Herranz, Manuel},
year = {2021},
date = {2021},
doi = {10.48550/ARXIV.2112.12521},
url = {https://arxiv.org/abs/2112.12521}
}
@article{liang2015,
title = {Testing Propositions Derived from Twitter Studies: Generalization and Replication in Computational Social Science},
author = {Liang, Hai and Fu, King-wa},
editor = {Zhang, Zi-Ke},
year = {2015},
month = {08},
date = {2015-08-19},
journal = {PLOS ONE},
pages = {e0134270},
volume = {10},
number = {8},
doi = {10.1371/journal.pone.0134270},
url = {http://dx.doi.org/10.1371/journal.pone.0134270},
langid = {en}
}
@article{cadwalladr2018revealed,
title={Revealed: 50 million Facebook profiles harvested for Cambridge Analytica in major data breach},
author={Cadwalladr, Carole and Graham-Harrison, Emma},
journal={The guardian},
volume={17},
number={1},
pages={22},
year={2018}
}
@article{petti2020,
title = {Differential privacy in the 2020 US census: what will it do? Quantifying the accuracy/privacy tradeoff},
author = {Petti, Samantha and Flaxman, Abraham},
year = {2020},
month = {04},
date = {2020-04-06},
journal = {Gates Open Research},
pages = {1722},
volume = {3},
doi = {10.12688/gatesopenres.13089.2},
url = {http://dx.doi.org/10.12688/gatesopenres.13089.2},
langid = {en}
}
@book{ChristopherBishop06,
year = {2006},
author = {Bishop, Christopher M.},
address = {New York},
booktitle = {Pattern recognition and machine learning},
isbn = {9781493938438},
keywords = {Pattern perception},
language = {eng},
lccn = {2006922522},
publisher = {Springer},
series = {Information science and statistics},
title = {Pattern recognition and machine learning},
}
@article{gabadinho2011,
title = {Analyzing and Visualizing State Sequences in{\emph{R}}with{\textbf{TraMineR}}},
author = {Gabadinho, Alexis and Ritschard, Gilbert and {Müller}, Nicolas S. and Studer, Matthias},
year = {2011},
date = {2011},
journal = {Journal of Statistical Software},
volume = {40},
number = {4},
doi = {10.18637/jss.v040.i04},
url = {http://dx.doi.org/10.18637/jss.v040.i04},
langid = {en}
}
@article{gonzález-leonardo2023,
title = {Understanding Population Decline Trajectories in Spain using Sequence Analysis},
author = {{González{-}Leonardo}, Miguel and Newsham, Niall and Rowe, Francisco},
year = {2023},
month = {01},
date = {2023-01-16},
journal = {Geographical Analysis},
doi = {10.1111/gean.12357},
url = {http://dx.doi.org/10.1111/gean.12357},
langid = {en}
}
@article{tatem2017,
title = {WorldPop, open data for spatial demography},
author = {Tatem, Andrew J.},
year = {2017},
month = {01},
date = {2017-01-31},
journal = {Scientific Data},
volume = {4},
number = {1},
doi = {10.1038/sdata.2017.4},
url = {http://dx.doi.org/10.1038/sdata.2017.4},
langid = {en}
}
@article{patias2021,
title = {Trajectories of neighbourhood inequality in Britain: Unpacking inter{-}regional socioeconomic imbalances, 1971{-}2011},
author = {Patias, Nikos and Rowe, Francisco and {Arribas{-}Bel}, Dani},
year = {2021},
month = {12},
date = {2021-12-02},
journal = {The Geographical Journal},
pages = {150--165},
volume = {188},
number = {2},
doi = {10.1111/geoj.12420},
url = {http://dx.doi.org/10.1111/geoj.12420},
langid = {en}
}
@article{patias2021a,
title = {Sustainable urban development indicators in Great Britain from 2001 to 2016},
author = {Patias, Nikos and Rowe, Francisco and Cavazzi, Stefano and Arribas-Bel, Dani},
year = {2021},
month = {10},
date = {2021-10},
journal = {Landscape and Urban Planning},
pages = {104148},
volume = {214},
doi = {10.1016/j.landurbplan.2021.104148},
url = {http://dx.doi.org/10.1016/j.landurbplan.2021.104148},
langid = {en}
}
@article{rowe2016,
title = {The returns to migration and human capital accumulation pathways: non-metropolitan youth in the school-to-work transition},
author = {Rowe, Francisco and Corcoran, Jonathan and Bell, Martin},
year = {2016},
month = {06},
date = {2016-06-03},
journal = {The Annals of Regional Science},
pages = {819--845},
volume = {59},
number = {3},
doi = {10.1007/s00168-016-0771-8},
url = {http://dx.doi.org/10.1007/s00168-016-0771-8},
langid = {en}
}
@article{fielding1992,
title = {Migration and Social Mobility: South East England as an Escalator Region},
author = {Fielding, A. J.},
year = {1992},
month = {01},
date = {1992-01},
journal = {Regional Studies},
pages = {1--15},
volume = {26},
number = {1},
doi = {10.1080/00343409212331346741},
url = {http://dx.doi.org/10.1080/00343409212331346741},
langid = {en}
}
@article{turok2007,
title = {The trajectories of European cities, 1960{\textendash}2005},
author = {Turok, Ivan and Mykhnenko, Vlad},
year = {2007},
month = {06},
date = {2007-06},
journal = {Cities},
pages = {165--182},
volume = {24},
number = {3},
doi = {10.1016/j.cities.2007.01.007},
url = {http://dx.doi.org/10.1016/j.cities.2007.01.007},
langid = {en}
}
@article{rowe2022e,
title = {Spatial Modelling for Data Scientists},
author = {Rowe, Francisco and Arribas-Bel, Dani},
year = {2022},
month = {08},
date = {2022-08-30},
journal = {Open Science Framework},
doi = {10.17605/OSF.IO/8F6XR},
url = {https://osf.io/8f6xr/}
}
@article{salmela-aro2011,
title = {Mapping pathways to adulthood among Finnish university students: Sequences, patterns, variations in family- and work-related roles},
author = {Salmela-Aro, Katariina and Kiuru, Noona and Nurmi, Jari-Erik and Eerola, Mervi},
year = {2011},
month = {03},
date = {2011-03},
journal = {Advances in Life Course Research},
pages = {25--41},
volume = {16},
number = {1},
doi = {10.1016/j.alcr.2011.01.003},
url = {http://dx.doi.org/10.1016/j.alcr.2011.01.003},
langid = {en}
}
@article{backman2020,
title = {The occupational trajectories and outcomes of forced migrants in Sweden. Entrepreneurship, employment or persistent inactivity?},
author = {Backman, Mikaela and Lopez, Esteban and Rowe, Francisco},
year = {2020},
month = {02},
date = {2020-02-06},
journal = {Small Business Economics},
pages = {963--983},
volume = {56},
number = {3},
doi = {10.1007/s11187-019-00312-z},
url = {http://dx.doi.org/10.1007/s11187-019-00312-z},
langid = {en}
}
@ARTICLE{Prieto22,
AUTHOR={Prieto Curiel, Rafael and Cabrera-Arnau, Carmen and Bishop, Steven Richard},
TITLE={Scaling Beyond Cities},
JOURNAL={Frontiers in Physics},
VOLUME={10},
YEAR={2022},
URL={https://www.frontiersin.org/articles/10.3389/fphy.2022.858307},
DOI={10.3389/fphy.2022.858307},
ISSN={2296-424X}
}
@misc{Cabrera-Arnau22,
doi = {10.48550/ARXIV.2212.03973},
url = {https://arxiv.org/abs/2212.03973},
author = {Cabrera-Arnau, Carmen and Zhong, Chen and Batty, Michael and Silva, Ricardo and Kang, Soong Moon},
keywords = {Physics and Society (physics.soc-ph), Data Analysis, Statistics and Probability (physics.data-an), Applications (stat.AP), FOS: Physical sciences, FOS: Physical sciences, FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Inferring urban polycentricity from the variability in human mobility patterns},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}
@misc{Ognyanova16,
author= {Ognyanova, K.},
year = 2016,
title = {Network analysis with R and igraph: NetSci X Tutorial},
url = {www.kateto.net/networks-r-igraph}
}
@misc{igraph,
author = {The igraph core team},
year =2023,
title = {igraph - The network analysis package},
url = {https://igraph.org/}
}
@book{Newman18,
author = {Newman, Mark},
address = {Oxford},
booktitle = {Networks},
edition = {Second edition.},
isbn = {0-19-184323-7},
keywords = {System analysis},
language = {eng},
publisher = {Oxford University Press},
title = {Networks / Mark Newman.},
year = {2018},
}
@article{blei2003latent,
title={Latent dirichlet allocation},
author={Blei, David M and Ng, Andrew Y and Jordan, Michael I},
journal={Journal of machine Learning research},
volume={3},
number={Jan},
pages={993--1022},
year={2003}
}
@article{marshall2013defining,
title={Defining population problems: Using topic models for cross-national comparison of disciplinary development},
author={Marshall, Emily A},
journal={Poetics},
volume={41},
number={6},
pages={701--724},
year={2013},
publisher={Elsevier}
}
@article{bar2018did,
title={Why did rich families increase their fertility? Inequality and marketization of child care},
author={Bar, Michael and Hazan, Moshe and Leukhina, Oksana and Weiss, David and Zoabi, Hosny},
journal={Journal of Economic Growth},
volume={23},
pages={427--463},
year={2018},
publisher={Springer}
}
@article{ugolini2020effects,
title={Effects of the COVID-19 pandemic on the use and perceptions of urban green space: An international exploratory study},
author={Ugolini, Francesca and Massetti, Luciano and Calaza-Mart{\'\i}nez, Pedro and Cari{\~n}anos, Paloma and Dobbs, Cynnamon and Ostoi{\'c}, Silvija Krajter and Marin, Ana Marija and Pearlmutter, David and Saaroni, Hadas and {\v{S}}aulien{\.e}, Ingrida and others},
journal={Urban forestry \& urban greening},
volume={56},
pages={126888},
year={2020},
publisher={Elsevier}
}
@article{schleicher2020impact,
title={The Impact of COVID-19 on Education: Insights from" Education at a Glance 2020".},
author={Schleicher, Andreas},
journal={OECD Publishing},
year={2020},
publisher={ERIC}
}
@article{cinelli2020covid,
title={The COVID-19 social media infodemic},
author={Cinelli, Matteo and Quattrociocchi, Walter and Galeazzi, Alessandro and Valensise, Carlo Michele and Brugnoli, Emanuele and Schmidt, Ana Lucia and Zola, Paola and Zollo, Fabiana and Scala, Antonio},
journal={Scientific reports},
volume={10},
number={1},
pages={1--10},
year={2020},
publisher={Springer}
}
@article{goodman2020using,
title={Using difference-in-differences to identify causal effects of COVID-19 policies},
author={Goodman-Bacon, Andrew and Marcus, Jan},
year={2020},
publisher={DIW Berlin Discussion Paper}
}
@article{brodeur2021covid,
title={COVID-19, lockdowns and well-being: Evidence from Google Trends},
author={Brodeur, Abel and Clark, Andrew E and Fleche, Sarah and Powdthavee, Nattavudh},
journal={Journal of public economics},
volume={193},
pages={104346},
year={2021},
publisher={Elsevier}
}
@article{zhou2021varying,
title={The varying impacts of COVID-19 and its related measures in the UK: A year in review},
author={Zhou, Muzhi and Kan, Man-Yee},
journal={PLoS One},
volume={16},
number={9},
pages={e0257286},
year={2021},
publisher={Public Library of Science San Francisco, CA USA}
}
@misc{boemkhe2019,
author = {Brad Boehmke},
title = {Hands-on Machine Learning with R. Chapter 9: Decision trees},
url = {https://bradleyboehmke.github.io/HOML/DT.html},
year = {2019}
}
@book{breiman1984,
author = "Breiman, L.",
title = "Classification and {Regression} {Trees} (1st ed.)",
publisher = "Routledge",
year = 1984
}
@Article{Wang2022,
author={Wang, Yikang
and Zhong, Chen
and Gao, Qili
and Cabrera-Arnau, Carmen},
title={Understanding internal migration in the UK before and during the COVID-19 pandemic using twitter data},
journal={Urban Informatics},
year={2022},
month={Nov},
day={29},
volume={1},
number={1},
pages={15}
}
@article{cabrera2025,
title = {A systematic machine learning approach to measure and assess biases in mobile phone population data},
author = {Cabrera, Carmen and Rowe, Francisco},
year = {2025},
date = {2025},
doi = {10.48550/ARXIV.2509.02603},
url = {https://arxiv.org/abs/2509.02603}
}
@article{cabrera2025a,
title = {Widely used but barely trusted: understanding student perceptions on the use of generative AI in higher education},
author = {Cabrera, Carmen and Neville, Ruth},
year = {2025},
month = {12},
date = {2025-12-16},
journal = {Perspectives: Policy and Practice in Higher Education},
pages = {1--14},
doi = {10.1080/13603108.2025.2595453},
url = {http://dx.doi.org/10.1080/13603108.2025.2595453},
langid = {en}
}