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Seeing Covid Place Attachments: Opening Alternative Data Imaginaries in Urban Studies with Instagram Photos and Computational Visual Methods

https://doi.org/10.2139/ssrn.4159361
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41/41 checkable references clean · checked 2026-08-27

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

48 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 41 checked references that resolve
resolves10.1109/TVCG.2014.2346446
City Forensics: Using Visual Elements to Predict Non-Visual City Attributes
resolves10.1609/icwsm.v3i1.13937
Gephi: An Open Source Software for Exploring and Manipulating Networks
resolves10.1007/978-3-319-27433-1_16
Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr
resolves10.1177/0267323120922069
Counter-archiving Facebook
resolves10.1088/1742-5468/2008/10/P10008
Fast unfolding of communities in large networks
resolves10.1109/CVPR.2016.350
The Cityscapes Dataset for Semantic Urban Scene Understanding
resolves10.56021/9780801864919
Apollo's Eye
resolves10.1080/15230406.2013.777137
Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb
resolves10.1145/1526709.1526812
Mapping the world's photos
resolves10.1093/jeg/lbp032
The geography of buzz: art, culture and the social milieu in Los Angeles and New York
resolves10.1080/03098265.2019.1608428
Instagram photography and the geography field course: snapshots from Berlin
resolves10.1145/1810617.1810626
Automatic construction of travel itineraries using social breadcrumbs
resolves10.1145/2185520.2185597
What makes Paris look like Paris?
resolves10.1016/j.eswa.2017.02.018
Sensing the city with Instagram: Clustering geolocated data for outlier detection
resolves10.1080/10584609.2018.1477506
Computational Research in the Post-API Age
resolves10.1016/j.apgeog.2015.08.002
Identification of tourist hot spots based on social networks: A comparative analysis of European metropolises using photo-sharing services and GIS
resolves10.1007/978-3-030-11024-6_41
Learning from #Barcelona Instagram Data What Locals and Tourists Post About Its Neighbourhoods
resolves10.1007/s10708-007-9111-y
Citizens as sensors: the world of volunteered geography
resolves10.18574/nyu/9781479839216.001.0001
The Digital City
resolves10.2307/3178066
Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective
resolves10.1080/22041451.2016.1155332
Instagrammatics and digital methods: studying visual social media, from selfies and GIFs to memes and emoji
resolves10.1016/j.landurbplan.2020.103977
The image of the City on social media: A comparative study using “Big Data” and “Small Data” methods in the Tri-City Region in Poland
resolves10.1038/35017666
Epistemology engines
resolves10.1007/s11024-009-9124-4
Containing the Atom: Sociotechnical Imaginaries and Nuclear Power in the United States and South Korea
resolves10.4324/9780203066973-11
Expanding the Visual Registers of STS
resolves10.1080/15230406.2013.777139
Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr
resolves10.1007/s10708-016-9739-6
C-IMAGE: city cognitive mapping through geo-tagged photos
resolves10.1057/9781403981356_11
The Phoneur: Mobile Commerce and the Digital Pedagogies of the Wireless Web
resolves10.1016/j.cities.2022.103671
Soft City Sensing: A turn to computational humanities in data-driven urbanism
resolves10.1177/2053951718825357
Experiments with a data-public: Moving digital methods into critical proximity with political practice
resolves10.7551/mitpress/11214.001.0001
Cultural Analytics
resolves10.1016/j.procs.2017.05.131
Detection of tourists attraction points using Instagram profiles
resolves10.1257/aer.p20161030
Cities Are Physical Too: Using Computer Vision to Measure the Quality and Impact of Urban Appearance
resolves10.1111/j.1440-1800.2012.00594.x
Unspoken phenomena: using the photovoice method to enrich phenomenological inquiry
resolves10.1145/2736277.2741631
The Digital Life of Walkable Streets
resolves10.1145/3375627.3375820
Saving Face
resolves10.1145/3184558.3191557
Venice through the Lens of Instagram
resolves10.1007/s10708-016-9713-3
Spatialities of data: mapping social media ‘beyond the geotag’
resolves10.1002/eap.2248
A room with a green view: the importance of nearby nature for mental health during the COVID‐19 pandemic
resolves10.1080/10630730802677939
Mobilizing Place: Mobile Media, Peripatetics, and the Renegotiation of Urban Places
resolves10.1098/rsos.181375
Discovering place-informative scenes and objects using social media photos
The 48 references without a DOI — listed, not checked
no DOI — not checkedToward a Critical Technical Practice: Lessons Learned in Trying to Reform AI
no DOI — not checkedref2
no DOI — not checkedHow to Study the City on Instagram
no DOI — not checkedref9
no DOI — not checkedPlanetary urbanisation
no DOI — not checkedGender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification
no DOI — not checkedref12
no DOI — not checkedref13
no DOI — not checkedArtificial Intelligence's White Guy Problem
no DOI — not checkedref24
no DOI — not checkedref25
no DOI — not checkedref28
no DOI — not checkedref29
no DOI — not checkedA new state of the art for unsupervised computer vision
no DOI — not checkedref33
no DOI — not checkedref35
no DOI — not checkedref36
no DOI — not checkedZooming into an Instagram City: Reading the local through social media
no DOI — not checkedExploring place through user-generated content: Using Flickr tags to describe city cores
no DOI — not checkedref41
no DOI — not checkedref44
no DOI — not checkedCan Instagram posts help characterize urban micro-events?
no DOI — not checkedref47
no DOI — not checkedAlgorithmic Bias? An Empirical Study into Apparent Gender-Based Discrimination in the Display of STEM Career Ads (SSRN Scholarly Paper
no DOI — not checkedDrawing Things Together
no DOI — not checkedref52
no DOI — not checkedref53
no DOI — not checkedref58
no DOI — not checkedref59
no DOI — not checkedref61
no DOI — not checkedref62
no DOI — not checkedref63
no DOI — not checkedResearching Urban Life Through Social Media
no DOI — not checkedAppropriating Instagram for Social Research: Three Methods for Studying Obesogenic Environments
no DOI — not checkedThe Thick Machine: Anthropological AI between explanation and explication
no DOI — not checkedref69
no DOI — not checkedDigital methods in a post-API environment
no DOI — not checkedref71
no DOI — not checkedref75
no DOI — not checkedTracing Big Data imaginaries through public policy: The case of the European Commission
no DOI — not checkedref77
no DOI — not checkedref79
no DOI — not checkedDoes geo-located social media reflect the visit frequency of urban parks? A city-wide analysis using the count and content of photographs
no DOI — not checkedDagens covid-19-opg�relser -download filerne her
no DOI — not checkedPhoto-Based Methods for Understanding Place Meanings as Foundations of Attachment | Taylor & Francis Group
no DOI — not checkedPhotovoice: Concept, methodology, and use for participatory needs assessment
no DOI — not checkedref88
no DOI — not checkedref89
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