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refs.bib
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@misc{dietrich2009open,
title={Open data handbook},
author={Dietrich, Daniel and Gray, Jonathan and McNamara, Tim and Poikola, Antti and Pollock, P and Tait, Julian and Zijlstra, Ton and others},
journal={Open Knowledge International},
url={https://opendatahandbook.org/guide/en/what-is-open-data/},
year={2009}
}
@article{tompson2015uk,
title={UK open source crime data: accuracy and possibilities for research},
author={Tompson, Lisa and Johnson, Shane and Ashby, Matthew and Perkins, Chloe and Edwards, Phillip},
journal={Cartography and geographic information science},
volume={42},
number={2},
pages={97--111},
year={2015},
publisher={Taylor \& Francis}
}
@misc{knowledge2016open,
title={Open Definition Version 2.1},
author={{Open Knowledge Foundation}},
year={2016},
url= {https://opendefinition.org/od/2.1/en/}
}
@misc{globopendata,
title={Global Open Data Index},
author={{Open Knowledge Foundation}},
year={2020},
url= {https://index.okfn.org/}
}
@book{kitchin2014data,
title={The data revolution: Big data, open data, data infrastructures and their consequences},
author={Kitchin, Rob},
year={2014},
publisher={SAGE Publications}
}
@article{boyd2012critical,
title={Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon},
author={Boyd, Danah and Crawford, Kate},
journal={Information, communication \& society},
volume={15},
number={5},
pages={662--679},
year={2012},
publisher={Taylor \& Francis}
}
@article{manovich2011trending,
title={Trending: The promises and the challenges of big social data},
author={Manovich, Lev},
journal={Debates in the digital humanities},
volume={2},
pages={460--475},
year={2011},
publisher={The University of Minnesota Press Minneapolis, MN}
}
@article{solymosi2018role,
title={The role of innovative data collection methods in advancing criminological understanding},
author={Solymosi, Reka and Bowers, Kate},
journal={The Oxford handbook of environmental criminology},
volume={210},
pages={210--237},
year={2018},
publisher={Oxford University Press Oxford}
}
@article{savage2007coming,
title={The coming crisis of empirical sociology},
author={Savage, Mike and Burrows, Roger},
journal={Sociology},
volume={41},
number={5},
pages={885--899},
year={2007},
publisher={Sage Publications Sage UK: London, England}
}
@article{pridemore2018replication,
title={Replication in criminology and the social sciences},
author={Pridemore, William Alex and Makel, Matthew C and Plucker, Jonathan A},
journal={Annual Review of Criminology},
volume={1},
pages={19--38},
year={2018},
publisher={Annual Reviews}
}
@article{vuong2017open,
title={Open data, open review and open dialogue in making social sciences plausible},
author={Vuong, Quan Hoang},
journal={Nature: Scientific Data Updates},
year={2017},
url={https://ssrn.com/abstract=3086667}
}
@book{stephens2017everybody,
title={Everybody lies: Big data, new data, and what the internet can tell us about who we really are},
author={Stephens-Davidowitz, Seth and Pabon, Andr{\'e}s},
year={2017},
publisher={HarperCollins New York}
}
@article{reece2017instagram,
title={Instagram photos reveal predictive markers of depression},
author={Reece, Andrew G and Danforth, Christopher M},
journal={EPJ Data Science},
volume={6},
number={1},
pages={1--12},
year={2017},
publisher={SpringerOpen}
}
@techreport{davidson2017interactive,
title={Interactive travel modes: Uber, transit, and mobility in New York City},
author={Davidson, Adam and Peters, Jonathan and Brakewood, Candace},
year={2017}
}
@article{solymosi2018crowdsourcing,
title={Crowdsourcing subjective perceptions of neighbourhood disorder: Interpreting bias in open data},
author={Solymosi, Reka and Bowers, Kate J and Fujiyama, Taku},
journal={The British Journal of Criminology},
volume={58},
number={4},
pages={944--967},
year={2018},
publisher={Oxford University Press UK}
}
@book{mayer2013big,
title={Big data: A revolution that will transform how we live, work, and think},
author={Mayer-Sch{\"o}nberger, Viktor and Cukier, Kenneth},
year={2013},
publisher={Houghton Mifflin Harcourt}
}
@article{longley2012geodemographics,
title={Geodemographics and the practices of geographic information science},
author={Longley, Paul A},
journal={International Journal of Geographical Information Science},
volume={26},
number={12},
pages={2227--2237},
year={2012},
publisher={Taylor \& Francis}
}
@phdthesis{budhathoki2010participants,
title={Participants' motivations to contribute geographic information in an online community},
author={Budhathoki, Nama R},
year={2010},
school={University of Illinois at Urbana-Champaign}
}
@article{haklay2010good,
title={How good is volunteered geographical information? A comparative study of OpenStreetMap and Ordnance Survey datasets},
author={Haklay, Mordechai},
journal={Environment and planning B: Planning and design},
volume={37},
number={4},
pages={682--703},
year={2010},
publisher={SAGE Publications: London, England}
}
@inproceedings{mashhadi2013putting,
title={Putting ubiquitous crowd-sourcing into context},
author={Mashhadi, Afra and Quattrone, Giovanni and Capra, Licia},
booktitle={Proceedings of the 2013 conference on Computer supported cooperative work},
pages={611--622},
year={2013}
}
@article{birkin2011calibration,
title={Calibration of a spatial simulation model with volunteered geographical information},
author={Birkin, Mark and Malleson, Nick and Hudson-Smith, Andy and Gray, Steven and Milton, Richard},
journal={International Journal of Geographical Information Science},
volume={25},
number={8},
pages={1221--1239},
year={2011},
publisher={Taylor \& Francis}
}
@article{olmedilla2016harvesting,
title={Harvesting Big Data in social science: A methodological approach for collecting online user-generated content},
author={Olmedilla, M and Mart{\'\i}nez-Torres, M Roc{\'\i}o and Toral, SL},
journal={Computer Standards \& Interfaces},
volume={46},
pages={79--87},
year={2016},
publisher={Elsevier}
}
@book{foster2016big,
title={Big data and social science: A practical guide to methods and tools},
author={Foster, Ian and Ghani, Rayid and Jarmin, Ron S and Kreuter, Frauke and Lane, Julia},
year={2016},
publisher={crc Press}
}
@article{longley2012geodemographics,
title={Geodemographics and the practices of geographic information science},
author={Longley, Paul A},
journal={International Journal of Geographical Information Science},
volume={26},
number={12},
pages={2227--2237},
year={2012},
publisher={Taylor \& Francis}
}
@article{streetsyntax2017,
title={Does the configuration of the street network influence where outdoor serious violence takes place? Using space syntax to test crime pattern theory},
author={Summers, Lucia and Johnson, Shane D},
journal={Journal of quantitative criminology},
volume={33},
number={2},
pages={397--420},
year={2017},
publisher={Springer}
}
@article{langton2017residential,
title={Residential burglary target selection: An analysis at the property-level using Google Street View},
author={Langton, Samuel H and Steenbeek, Wouter},
journal={Applied Geography},
volume={86},
pages={292--299},
year={2017},
publisher={Elsevier}
}
@article{malleson2015impact,
title={The impact of using social media data in crime rate calculations: shifting hot spots and changing spatial patterns},
author={Malleson, Nick and Andresen, Martin A},
journal={Cartography and Geographic Information Science},
volume={42},
number={2},
pages={112--121},
year={2015},
publisher={Taylor \& Francis}
}
@article{ceccato2013security,
title={Security in Stockholm's underground stations: The importance of environmental attributes and context},
author={Ceccato, Vania and Uittenbogaard, Adriaan and Bamzar, Roya},
journal={Security Journal},
volume={26},
number={1},
pages={33--59},
year={2013},
publisher={Springer}
}
@article{loukaitou1999hot,
title={Hot spots of bus stop crime: The importance of environmental attributes},
author={Loukaitou-Sideris, Anastasia},
journal={Journal of the American Planning association},
volume={65},
number={4},
pages={395--411},
year={1999},
publisher={Taylor \& Francis}
}
@article{newton2014above,
title={Above and below: measuring crime risk in and around underground mass transit systems},
author={Newton, Andrew D and Partridge, Henry and Gill, Andy},
journal={Crime Science},
volume={3},
number={1},
pages={1--14},
year={2014},
publisher={BioMed Central}
}
@article{newton2004crime,
title={Crime on bus routes: an evaluation of a safer travel initiative},
author={Newton, Andrew D and Johnson, Shane D and Bowers, Kate J},
journal={Policing: An International Journal of Police Strategies \& Management},
year={2004},
publisher={Emerald Group Publishing Limited}
}
@article{tompson2015uk,
title={UK open source crime data: accuracy and possibilities for research},
author={Tompson, Lisa and Johnson, Shane and Ashby, Matthew and Perkins, Chloe and Edwards, Phillip},
journal={Cartography and geographic information science},
volume={42},
number={2},
pages={97--111},
year={2015},
publisher={Taylor \& Francis}
}
@article{hudson2018colouring,
title={Colouring London--A Crowdsourcing Platform for Geospatial Data Related to London's Building Stock. Proceedings from 27th Annual GIS research UK conference},
journal={Newcastle University, Newcastle, 23-26 April.},
author={Hudson, Polly and Dennett, Adam and Russell, Thomas and Smith, Duncan},
year={2019}
}
@article{ellison2006managing,
title={Managing impressions online: Self-presentation processes in the online dating environment},
author={Ellison, Nicole and Heino, Rebecca and Gibbs, Jennifer},
journal={Journal of computer-mediated communication},
volume={11},
number={2},
pages={415--441},
year={2006},
publisher={Oxford University Press Oxford, UK}
}
@Manual{readrpack,
title = {readr: Read Rectangular Text Data},
author = {Hadley Wickham and Jim Hester and Romain Francois},
year = {2018},
note = {R package version 1.3.1},
url = {https://CRAN.R-project.org/package=readr},
}
@Article{jsonlitepack,
title = {The jsonlite Package: A Practical and Consistent Mapping Between JSON Data and R Objects},
author = {Jeroen Ooms},
journal = {arXiv:1403.2805 [stat.CO]},
year = {2014},
url = {https://arxiv.org/abs/1403.2805},
}
@Article{osmdatapack,
title = {osmdata},
author = {Mark Padgham and Bob Rudis and Robin Lovelace and Maëlle Salmon},
journal = {The Journal of Open Source Software},
year = {2017},
volume = {2},
number = {14},
month = {jun},
publisher = {The Open Journal},
url = {https://doi.org/10.21105/joss.00305},
doi = {10.21105/joss.00305},
}
@Article{sfpack,
author = {Edzer Pebesma},
title = {{Simple Features for R: Standardized Support for Spatial Vector Data}},
year = {2018},
journal = {{The R Journal}},
doi = {10.32614/RJ-2018-009},
url = {https://doi.org/10.32614/RJ-2018-009},
pages = {439--446},
volume = {10},
number = {1},
}
@Manual{dplyrpack,
title = {dplyr: A Grammar of Data Manipulation},
author = {Hadley Wickham and Romain François and Lionel {
Henry} and Kirill Müller},
year = {2020},
note = {R package version 1.0.2},
url = {https://CRAN.R-project.org/package=dplyr},
}
@Book{ggplotpack,
author = {Hadley Wickham},
title = {ggplot2: Elegant Graphics for Data Analysis},
publisher = {Springer-Verlag New York},
year = {2016},
isbn = {978-3-319-24277-4},
url = {https://ggplot2.tidyverse.org},
}
@Manual{tidyrpack,
title = {tidyr: Tidy Messy Data},
author = {Hadley Wickham},
year = {2020},
note = {R package version 1.1.2},
url = {https://CRAN.R-project.org/package=tidyr},
}
@Manual{patchworkpack,
title = {patchwork: The Composer of Plots},
author = {Thomas Lin Pedersen},
year = {2020},
note = {R package version 1.0.1},
url = {https://CRAN.R-project.org/package=patchwork},
}
@Book{rmarkdownpack,
title = {R Markdown: The Definitive Guide},
author = {Yihui Xie and J.J. Allaire and Garrett Grolemund},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2018},
note = {ISBN 9781138359338},
url = {https://bookdown.org/yihui/rmarkdown},
}