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Social media data has become crucial to the advancement of scientific understanding.
White supremacist networks on the internet
V. Burris, E. Smith, and A. Strahm · 2000
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Ideas, artifacts, and facilities: information as a common-pool resource
C. Hess and E. Ostrom · 2003
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Cyberspace as place and the tragedy of the digital anticommons
D. Hunter · 2003
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Social Computing: From Social Informatics to Social Intelligence
F.-Y. Wang, K. M. Carley, D. Zeng, and W. Mao · 2007
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Computational Social Science
D. Lazer, A. Pentland, L. Adamic, S. Aral, A.-L. Barabási, D. Brewer, N. Christakis, N. Contractor, J. Fowler, M. Gutmann, T. Jebara, G. King, M. Macy, D. Roy, and M. V. Alstyne · 2009
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Validity Issues in the Use of Social Network Analysis with Digital Trace Data
J. Howison, A. Wiggins, and K. Crowston · 2011
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Trending: The promises and the challenges of big social data
L. Manovich · 2011
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The conundrum of sharing research data
C. L. Borgman · 2012
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Critical Questions for Big Data
d. boyd and K. Crawford · 2012
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The ghtorrent dataset and tool suite
G. Gousios · 2013
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Gdelt: Global data on events, location, and tone, 1979–2012
K. Leetaru and P. A. Schrodt · 2013
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Large-scale topical analysis of multiple online news sources with media cloud
J. Chuang, S. Fish, D. Larochelle, W. P. Li, and R. Weiss · 2014
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On the Interpretation of Digital Trace Data in Communication and Social Computing Research
D. Freelon · 2014
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Digital Footprints: Opportunities and Challenges for Online Social Research
S. A. Golder and M. W. Macy · 2014
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Big questions for social media big data: Representativeness, validity and other methodological pitfalls
Z. Tufekci · 2014
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Big data, bigger dilemmas: A critical review
H. Ekbia, M. Mattioli, I. Kouper, G. Arave, A. Ghazinejad, T. Bowman, V. R. Suri, A. Tsou, S. Weingart, and C. R. Sugimoto · 2015
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Big Data in Survey Research: AAPOR Task Force Report
L. Japec, F. Kreuter, M. Berg, P. Biemer, P. Decker, C. Lampe, J. Lane, C. O’Neil, and A. Usher · 2015
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Untangling research and practice: What Facebook’s ”emotional contagion” study teaches us
d. boyd · 2016
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Going dark: Social factors in collective action against platform operators in the reddit blackout
J. N. Matias · 2016
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Crisis informatics—New data for extraordinary times
L. Palen and K. M. Anderson · 2016
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A manifesto for data sharing in social media research
K. Weller and K. E. Kinder-Kurlanda · 2016
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Monetizing data: A new source of value in payments
A. Botta, N. Digiacomo, and K. Mole · 2017
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The second enclosure movement and the construction of the public domain
J. Boyle · 2017
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You can’t stay here: The efficacy of reddit’s 2015 ban examined through hate speech
E. Chandrasekharan, U. Pavalanathan, A. Srinivasan, A. Glynn, J. Eisenstein, and E. Gilbert · 2017
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You can’t stay here: The efficacy of reddit’s 2015 ban examined through hate speech
E. Chandrasekharan, U. Pavalanathan, A. Srinivasan, A. Glynn, J. Eisenstein, and E. Gilbert · 2017
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The bag of communities: Identifying abusive behavior online with preexisting internet data
E. Chandrasekharan, M. Samory, A. Srinivasan, and E. Gilbert · 2017
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Identifying misaligned inter-group links and communities
S. Datta, C. Phelan, and E. Adar · 2017
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Results of the wnut2017 shared task on novel and emerging entity recognition
L. Derczynski, E. Nichols, M. van Erp, and N. Limsopatham · 2017
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Discovery of informal topics from post traumatic stress disorder forums
R. Grant, D. Kucher, A. M. León, J. Gemmell, and D. Raicu · 2017
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Studying the Digital: Directions and Challenges for Digital Methods
K. N. Hampton · 2017
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Cats and captions vs. creators and the clock: Comparing multimodal content to context in predicting relative popularity
J. Hessel, L. Lee, and D. Mimno · 2017
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The impact of crowds on news engagement: A reddit case study
B. D. Horne and S. Adali · 2017
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Modeling user dynamics in collaboration websites
P. Kasper, P. Koncar, S. Walk, T. Santos, M. Wölbitsch, M. Strohmaier, and D. Helic · 2017
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Blockjoin: efficient matrix partitioning through joins
A. Kunft, A. Katsifodimos, S. Schelter, T. Rabl, and V. Markl · 2017
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Data ex Machina: Introduction to Big Data
D. Lazer and J. Radford · 2017
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Media manipulation and disinformation online: Case studies
A. Marwick and R. Lewis · 2017
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#gamergate and the fappening: How reddit’s algorithm, governance, and culture support toxic technocultures
A. Massanari · 2017
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Bayesian Nonparametric Models on Big Data
F. Ozcan · 2017
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Examining the alternative media ecosystem through the production of alternative narratives of mass shooting events on twitter
K. Starbird · 2017
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Tl; dr: Mining reddit to learn automatic summarization
M. Völske, M. Potthast, S. Syed, and B. Stein · 2017
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Facebook’s data lockdown is a disaster for academic researchers
M. Bastos and S. Walker · 2018
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My response to the paper highlighting issues with data incompleteness concerning my reddit corpus
J. Baumgartner · 2018
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Using deep learning to recommend discussion threads to users in an online forum
N. Buhagiar, B. Zahir, and A. Abhari · 2018
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Detecting and characterizing trends in online mental health discussions
D. Chakravorti, K. Law, J. Gemmell, and D. Raicu · 2018
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The internet’s hidden rules: An empirical study of reddit norm violations at micro, meso, and macro scales
E. Chandrasekharan, M. Samory, S. Jhaver, H. Charvat, A. Bruckman, C. Lampe, J. Eisenstein, and E. Gilbert · 2018
Cited alongside, same era.
First insights on a passive major depressive disorder prediction system with incorporated conversational chatbot
F. Delahunty, I. D. Wood, and M. Arcan · 2018
Cited alongside, same era.
Reddit weight loss communities: do they have what it takes for effective health interventions?
K. B. Enes, P. P. V. Brum, T. O. Cunha, F. Murai, A. P. C. da Silva, and G. L. Pappa · 2018
Cited alongside, same era.
Reddit rules! characterizing an ecosystem of governance
C. Fiesler, J. McCann, K. Frye, J. R. Brubaker, et al · 2018
Cited alongside, same era.
Online social networks in health care: A study of mental disorders on reddit
B. S. Fraga, A. P. C. da Silva, and F. Murai · 2018
Cited alongside, same era.
Icu analysis plugin
Elasticsearch · 2019
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Data explorer help
S. Exchange · 2019
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Shouting into the void: A database of the alternative social media platform gab
G. Fair and R. Wesslen · 2019
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Exploring misogyny across the manosphere in reddit
T. Farrell, M. Fernandez, J. Novotny, and H. Alani · 2019
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The rise and fall of network stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time
M. Fire and C. Guestrin · 2019
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Wikimedia downloads
W. Foundation · 2019
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alphaXiv searches the wider corpus for related work and actual follow-ups.
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Computational Research in the Post-API Age
D. Freelon · 2018
Cited alongside, same era.
Misinformers are moving to smaller platforms. so how should fact-checkers monitor them?
D. Funke · 2018
Cited alongside, same era.
Caveat emptor, computational social science: Large-scale missing data in a widely-published Reddit corpus
D. Gaffney and J. N. Matias · 2018
Cited alongside, same era.
Whatapp Doc? A First Look at Whatsapp Public Group Data
K. Garimella and G. Tyson · 2018
Cited alongside, same era.
Storyful’s guide to the social media landscape: Beyond the iceberg metaphor
D. Gonimah · 2018
Cited alongside, same era.
Automatic extraction of informal topics from online suicidal ideation
R. N. Grant, D. Kucher, A. M. León, J. F. Gemmell, D. S. Raicu, and S. J. Fodeh · 2018
Cited alongside, same era.
Learning to disentangle interleaved conversational threads with a siamese hierarchical network and similarity ranking
J.-Y. Jiang, F. Chen, Y.-Y. Chen, and W. Wang · 2018
Cited alongside, same era.
Semantically aligned sentence-level embeddings for agent autonomy and natural language understanding
N. E. Fulda · 2019
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Contextualized translations of phrasal verbs with distributional compositional semantics and monolingual corpora
P. Gamallo, S. Sotelo, J. R. Pichel, and M. Artetxe · 2019
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Privacy hurdles thwart Facebook democracy research
E. Gibney · 2019
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Characterizing speed and scale of cryptocurrency discussion spread on reddit
M. Glenski, E. Saldanha, and S. Volkova · 2019
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Detecting potential warning behaviors of ideological radicalization in an alt-right subreddit
T. Grover and G. Mark · 2019
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Overcoming terms of service: A proposal for ethical distributed research
A. Halavais · 2019
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Predicting helpful posts in open-ended discussion forums: A neural architecture
K. Halder, M.-Y. Kan, and K. Sugiyama · 2019
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Fixed that for you: Generating contrastive claims with semantic edits
C. Hidey and K. McKeown · 2019
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Silicon Valley’s Stonewalling
M. Ingram · 2019
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“did you suspect the post would be removed?”: Understanding user reactions to content removals on reddit
S. Jhaver, D. S. Appling, E. Gilbert, and A. Bruckman · 2019
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Does transparency in moderation really matter? user behavior after content removal explanations on reddit
S. Jhaver, A. Bruckman, and E. Gilbert · 2019
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Crowdsourcing a self-evolving dialog graph
P. Jonell, P. Fallgren, F. I. Doğan, J. Lopes, U. Wennberg, and G. Skantze · 2019
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An intermediate representation for optimizing machine learning pipelines
A. Kunft, A. Katsifodimos, S. Schelter, S. Breß, T. Rabl, and V. Markl · 2019
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Characterizing trends in human papillomavirus vaccine discourse on reddit (2007-2015): An observational study
Y. Lama, D. Hu, A. Jamison, S. C. Quinn, and D. A. Broniatowski · 2019
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Accelerating dynamics of collective attention
P. Lorenz-Spreen, B. M. Mønsted, P. Hövel, and S. Lehmann · 2019
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Investigate transitions into drug addiction through text mining of reddit data
J. Lu, S. Sridhar, R. Pandey, M. A. Hasan, and G. Mohler · 2019
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The Civic Labor of Volunteer Moderators Online
J. N. Matias · 2019
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Privacy concerns could derail Facebook data-sharing plan
J. Mervis · 2019
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Hate and violent extremism from an online subculture: The yom kippur terrorist attack in halle, germany
A. Oboloer, W. Allington, and P. Scolyer-Gray · 2019
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Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
A. Olteanu, C. Castillo, F. Diaz, and E. Kıcıman · 2019
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An end to the wild west of social media research: A response to Axel Bruns
C. Puschmann · 2019
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API documentation
Reddit · 2019
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A machine learning approach to predicting psychosis using semantic density and latent content analysis
N. Rezaii, E. Walker, and P. Wolff · 2019
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Moderator engagement and community development in the age of algorithms
J. Seering, T. Wang, J. Yoon, and G. Kaufman · 2019
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The discourse of online content moderation: Investigating polarized user responses to changes in reddit’s quarantine policy
Q. Shen and C. Rose · 2019
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Platform dialectics: The relationships between volunteer moderators and end users on reddit
T. Squirrell · 2019
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Content removal as a moderation strategy: Compliance and other outcomes in the changemyview community
K. B. Srinivasan, C. Danescu-Niculescu-Mizil, L. Lee, and C. Tan · 2019
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Insights from the centre for analysis of the radical right’s inaugural conference in london
T. A. Terrorism · 2019
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The impact of social network structure on the growth and survival of online communities
S. Tsugawa and S. Niida · 2019
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The disinformation landscape and the lockdown of social platforms
S. Walker, D. Mercea, and M. Bastos · 2019
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Can you tell me how to get past sesame street? sentence-level pretraining beyond language modeling
A. Wang, J. Hula, P. Xia, R. Pappagari, R. T. McCoy, R. Patel, N. Kim, I. Tenney, Y. Huang, K. Yu, et al · 2019
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Who let the trolls out?: Towards understanding state-sponsored trolls
S. Zannettou, T. Caulfield, W. Setzer, M. Sirivianos, G. Stringhini, and J. Blackburn · 2019
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Underage juul use patterns: Content analysis of reddit messages
Y. Zhan, Z. Zhang, J. M. Okamoto, D. D. Zeng, and S. J. Leischow · 2019
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Enhancing conversational dialogue models with grounded knowledge
W. Zheng and K. Zhou · 2019
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Elites and foreign actors among the alt-right: The gab social media platform
Y. Zhou, M. Dredze, D. A. Broniatowski, and W. D. Adler · 2019
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Mastodon Content Warnings: Inappropriate Contents in a Microblogging Platform
M. Zignani, C. Quadri, A. Galdeman, S. Gaito, and G. P. Rossi · 2019
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Lost in conversation: A conversational agent based on the transformer and transfer learning
S. Golovanov, A. Tselousov, R. Kurbanov, and S. I. Nikolenko · 2020
Closest in time.
Identifying extremism in text using deep learning
A. Johnston and A. Marku · 2020
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