IC2S2-2021: 7TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SOCIAL SCIENCE

This page contains an index consisting of author-provided keywords.

4
4chan	Live monitoring 4chan Discussion Threads
4chan threads
5
5G
A
ABM	When does gossip promote cooperation? The role of gossip motives
academia	A labor advantage drives the greater productivity of faculty at elite universities
Academia-Industry Relationships	Publishing the first patent boosts scientists’ performance
Academic Patenting	Publishing the first patent boosts scientists’ performance
Academic Performance	Understanding Scholars’ foraging Behavior in Knowledge Embedded Space
Acknowledgement	Citation And Gender Diversity In Research Acknowledgement Networks With Reciprocity
addiction recovery	How Different types of Online Group Membership Affects Addiction Recovery Progress
adherence	Disparity and Dynamics of Social Distancing Behaviors in Japan: An Investigation of mobile phone mobility data
adoption	Adoption of Twitter’s New Length Limit: Is 280 the New 140?
advertising	A New Surrogate Metric to Measure Political Persuasion Online
Advertising experiments	Communicating Across Political Divides on Social Media
Advice taking	The corruptive force of AI-generated advice
affective lexica	Colexification networks encode affective meaning
affective meaning	Colexification networks encode affective meaning
Affective polarization	Affective Polarization on Reddit
affective science	Validating social media macroscopes of emotions
agency	Agency in Online Climate Change Discourse
agent based model	Assessing the effectiveness of non-pharmaceutical COVID-19 intervention measures in schools
agent based modeling	The Big Role of Small Effects in Creating Gender Disparities in Organizations
agent-based model	The Indirect Influence of Bots on Humans through Recommendation Algorithms
agent-based modelling	How the turntables: Estimating spatiotemporal impact of NPIs in a large-scale artificial city
agent-based models	Producer Exploration Generates Categories without Audiences
Agent-based Simulation	Evolution of Kinship Structures Driven by Marriage Tie and Competition The consequences of hesitation: Axelrod model with intrinsic noise
Air pollution	Spatial & temporal disparities in air pollution exposure at Italian public schools
Algorithmic fairness	Should College Dropout Prediction Models Include Protected Attributes?
Algorithmic intervention	Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic
alternative media	Comparable Analysis of News Diffusion between Mainstream and Alternative Media in Twitter
Anomaly/Event detection	A time series analysis of mobile and social media text messages for event detection
anonymity	Trouble in Programmers Paradise: Gender Biases in Technical Knowledge on Stack Overflow Measuring Anonymity in Complex Networks
Anonymous	Understanding Online Hacktivist Groups: A Case Study into the Anonymous Collective
antagonism	Why it is important to consider negative ties when studying polarized debates on Twitter
anthropology	Comparing techniques to reduce networks of ethnographic codes co-occurrence Evolution of Kinship Structures Driven by Marriage Tie and Competition
anti-China sentiment	Anti-China sentiments during the COVID-19 pandemic: An analysis using deep learning methods
Antisocial behavior	The Structure of Toxic Conversations on Twitter
argument persuasion	Biased processing and opinion polarization: Experimental refinement of argument communication theory in the context of the energy debate
Art	Predicting the New from the Old: Transfer Learning for Rising Chinese Artists from the Established Global Artists
artificial intelligence	The corruptive force of AI-generated advice Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation Teams with unexpected collaboration between institutions are associated with higher impact Characterizing Human Preferences for Interpretability in Artificial Intelligence
Artificial Intelligence in Movie Production	Quantifying Creativity and Innovation of Movies via AI
Assimilation	YouTube Mukbang Videos Assimilate Eastern and Western Cultures Over Time
association rules mining	How Ideas Spread? Analyzing Growth and Diffusion of Topics in Event-based Social Network
attention economy	Information Foraging and the Attention Economy
Attitudes towards Science	A little Knowledge is a Dangerous Thing: Excess Confidence Explains Negative Attitudes Towards Science
attributed-networks	Simulating systematic errors in attributed networks
Audience diversity	Communicating Across Political Divides on Social Media Political audience diversity and news reliability in algorithmic ranking
automated deception detection	Data confounds lead to performance overestimations in fake review detections
Automated text analysis	Non-Use of Online News – Evidence from the Parallel Application of two Computational Methods that are Based on a Combination of Tracking, Web, and Survey Data
Axelrod Model	The consequences of hesitation: Axelrod model with intrinsic noise
B
Balance theory	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
Bayesian Inference	Gender Prediction: Inference or Assumption? The great divide: drivers of polarization in the US public
Bayesian Models	Modeling Biases of Facebook data to Nowcast Migrant Stocks in the United States
behavioral	Auto-Complete: Hidden Recommendation Engine
behavioral analysis	Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study
Behavioral analytics	Learning in the Pandemic: Unveiling Inequalities in College Students’ Academic Experience Through Large-Scale Behavioral Analytics
Behavioral Ethics	The corruptive force of AI-generated advice
Behavioral operations management	Learning Best Practices: Can Machine Learning Improve Human Decision-Making?
behavioural analysis	Developing a Behavioural Typology of Social Identities
Berlin	A Quantitative View of the Structure of Institutional Scientific Collaborations
BERT	“Russian vaccine will be good for our politicians; I want Pfizer” – Changing narratives of vaccination in Hungary
Best practices	Learning Best Practices: Can Machine Learning Improve Human Decision-Making?
Bias	To Recommend or Not? A Model-Based Comparison of Item-Matching Processes residual2vec: a bias-corrected embedding for graphs
biased processing	Biased processing and opinion polarization: Experimental refinement of argument communication theory in the context of the energy debate
Bibliometric data	The interplay between migration, gender, career stages, and citations: Evidence on German-affiliated researchers from Scopus
Big Data	Quantifying the temporal patterns of interdisciplinarity in scientists' careers Anti-China sentiments during the COVID-19 pandemic: An analysis using deep learning methods
BigARTM	How State-Controlled Media in Authoritarian Settings Affect News Content: Text as Data Analysis
Bike	Understanding the determinants of gender gap in cycling
Bipartite Community Detection	A Quantitative View of the Structure of Institutional Scientific Collaborations
Bitcoin	Can Social Signals Predict Bitcoin Price Fluctuations?
black lives matter	#JusticeForGeorgeFloyd: How Instagram Facilitated the George Floyd Protests
bot	The Indirect Influence of Bots on Humans through Recommendation Algorithms Twitter Bot Networks and Activity Patterns during the COVID-19 Infodemic
bots	Ephemeral Astroturfing Attacks: The Case of Fake Twitter Trends
Branching processes	Harder, better, faster, stronger cascades -- or simply larger?
Broad impact of science	Coevolution of policy and science during the pandemic
business innovation	Novelty and New Venture Success
C
car detection	Counting Cars from Space to Monitor Internal Displacement
Cascades	Harder, better, faster, stronger cascades -- or simply larger?
category emergence	Producer Exploration Generates Categories without Audiences
category theory	Producer Exploration Generates Categories without Audiences
causal analysis	Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study
Causal Inference	Bridging Nations: Quantifying the Influence of Multilinguals in the European Twitter Network Discovering Heterogeneity of Treatment Effects in Conjoint Experiments: Conjoint Finite Mixture Model
cellular automata	Modelling Internal Migration with Cellular Automata in a Demographic Microsimulation
Centrality Measures	Analyzing the Correlation of Classical and Community-aware Centrality Measures in Complex Networks
certificate	Human Capital and the Upward Occupational Mobility of Chinese Rural Migrant Workers
characters	Adoption of Twitter’s New Length Limit: Is 280 the New 140?
Chess	Learning Personalized Models of Human Behavior in Chess
children	Children’s Occupational Preferences: Evidence from a Theme Park Behavior Logs
china	The Pervasive Presence of Chinese Government Content on Douyin Trending Videos
Chinese politics	How “Reform” has been Reformed: Tracing Chinese Leaders’ Policy Positions using Word Embeddings
Citation	New Directions in Science Emerge from Disconnection and Discord
citation network	Citation And Gender Diversity In Research Acknowledgement Networks With Reciprocity
citation networks	residual2vec: a bias-corrected embedding for graphs Embedding the disciplinary structure of physics
cities	Distribution of neighbourhood size in cities
classification	``Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsApp Groups
Classification and Regression Trees	Profiling Green Citizens with Supervised and Unsupervised Learning: Integration of Socio-demographics and Self-reported Data
click-through rate	On the Value of Wikipedia as a Gateway to the Web
climate change	Flu or Not: A computational approach to respiratory-disease surveillance Agency in Online Climate Change Discourse Network Agenda Setting between NGOs and Media on Twitter around COP25 Improving vehicles' emissions reduction policies by targeting gross polluters Influence Dynamics in Diet-Climate Discourse: The Case of Veganuary 2019 on Twitter
clustering	Developing and applying sequence-based similarity methods for dynamic audiovisual stimuli
Co-authorship Network Analysis	A Quantitative View of the Structure of Institutional Scientific Collaborations
Co-sponsorship	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
Cognitive Bias	A little Knowledge is a Dangerous Thing: Excess Confidence Explains Negative Attitudes Towards Science
Cognitive Reflection	Cognitive reflection correlates with behavior on Twitter
collaboration	Large Scale Analysis of Multitasking Behavior During Remote Meetings My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction
Collaboration networks	Different collaboration patterns and impact of prominent researchers in Europe and North America
Collective attention	The universal moral saturation on digital content engagement
collective decision	When do Social Learners Affect Collective Performance Negatively? The Predictions of a Dynamical-System Model
collective emotions	Collective Emotions during the COVID-19 Outbreak
College dropout	Should College Dropout Prediction Models Include Protected Attributes?
common human coronavirus	Flu or Not: A computational approach to respiratory-disease surveillance
commonsense	How common is common sense?
communication	Information Foraging and the Attention Economy
communities	"Imagine All the People": Characterizing Social Music Sharing on Reddit
Community	Community in Times of Pandemic: The Evolution of the r/Covid19 Forum on Reddit
Community Currency Systems	Network Analysis of Sarafu Currency System Emergence of inequality in a complementary currency system
Community Detection	Measuring Selective Exposure: A Systematic Comparison of the Application of Community Detection Algorithms in Theoretical and Empirical Co-exposure Networks Different collaboration patterns and impact of prominent researchers in Europe and North America YouTube Mukbang Videos Assimilate Eastern and Western Cultures Over Time
community embedding	Quantifying the Creator Economy: A Large-Scale Analysis of Patreon
community feedback	Estimating Community Feedback Effect on Topic Choice in Social Media
Community Structure	Analyzing the Correlation of Classical and Community-aware Centrality Measures in Complex Networks
commuting	The effect of commuting on the income assortativityof social network ties
comparative studies	Computational Methods for Comparing Discourses
competition	Measuring Competition in the Attention Economy: Evidence from Social Media
Complementarity	Technological Complementarity:the Division of Know-how and the Future of Work
Complementary Currency System	Network Analysis of Sarafu Currency System
complex networks	The small-world network of protests
complex systems	From code to market: Network of developers and correlated returns of cryptocurrencies The hidden constraints on worker mobility: how workplace skills determine a worker’s next move The consequences of hesitation: Axelrod model with intrinsic noise
computational content analysis	Scientific Collaboration Networks and Knowledge Diffusion under the COVID19
Computational demography	The interplay between migration, gender, career stages, and citations: Evidence on German-affiliated researchers from Scopus
computational methods	Novelty and Cultural Change in Modern Popular Music The Computational Turn in Online Mental Health Research: A Systematic Review Emotional presidency: A temporal sentiment analysis of political twitters
computational musicology	"Imagine All the People": Characterizing Social Music Sharing on Reddit
computational social science	On a pitfall of measurements in computational social science Representing Repositories in the Open-Source Ecosystem We Are What We Listen To: How our Moral and Human values reflect on our Music Genres Preferences
Computational Sociolinguistics	Computational Modeling of Intimacy in Language and Social Norms in Interpersonal Communications
computer vision	A Large Scale Study of Reader Interactions with Images on Wikipedia The Pervasive Presence of Chinese Government Content on Douyin Trending Videos Counting Cars from Space to Monitor Internal Displacement
computer-mediated communication (CMC)	The Computational Turn in Online Mental Health Research: A Systematic Review
concept movers’ distance	Sounds like meritocracy to my ears: Exploring the link between inequality in popular music and private culture
conceptualization	Measuring Mobile Media Use
Conjoint Experiment	Discovering Heterogeneity of Treatment Effects in Conjoint Experiments: Conjoint Finite Mixture Model
Conspiracies	Cross-platform analysis of user comments in YouTube videos linked on Reddit's conspiracy theory forum
conspiracy theories
Conspiracy theory	Twitter Bot Networks and Activity Patterns during the COVID-19 Infodemic
Contact reduction
Contact theory	The relation between international Airbnb experience and cross-national trust
content analysis	Subscribing to Sexual Health Content on YouTube: An Exploratory Analysis of Prevalent Topics among 2018-2019 YouTube Videos
content bias	Human biases limit algorithmic boosting of cultural evolution.
Content Moderation	Does Platform Migration Compromise Content Moderation? Evidence from r/The_Donald and r/Incels
content overlap	Diversity or Uniformity? Content Overlap in Online News
Content Similarity	Evaluating the Impacts of Ideological Campaign on Social Media
Contrastive learning	The Shape of Design History: Exploring Evolution of Sneakers Design at Scale Using Neural Embedding
Conversation Graph	Conversation Graphs in Online Social Media
Conversation structure	The Structure of Toxic Conversations on Twitter
cooperation	Local Reputation, Local Selection, and the Leading Eight Norms When does gossip promote cooperation? The role of gossip motives
Coordinated Behaviour	Finding Coordinated Amplification on Twitter with dSNA
Coordination Strategies	Finding Coordinated Amplification on Twitter with dSNA
correction	Perverse Downstream Consequences of Debunking
Correlation	Towards More Reproducible and Meaningful Computational Social Science
correlation attenuation	On a pitfall of measurements in computational social science
correspondence analysis	Estimating Individual Socioeconomic Status of Twitter Users
counterfactual	Validity and Reliability in Sexism Detection
court decisions	How Many Russian Women Are Murdered by Partners and Relatives: Evidence from Text Analysis of Court Decisions
covid	Large Scale Analysis of Multitasking Behavior During Remote Meetings How the turntables: Estimating spatiotemporal impact of NPIs in a large-scale artificial city
COVID-19	Coevolution of policy and science during the pandemic Characterizing Partisan Political Narratives about COVID-19 on Twitter Multimethod Analysis of Social Sharing During an Ongoing Collective Crisis Tweeting, or Posting, that is the question: Measuring the Platform Effect in Political Campaigns in the UK Using Deep Learning to Identify Government Responses to COVID-19 in International Media - Testing Transfer Learning on a Social Science Use-Case Epidemic-driven protests and protest-driven epidemics Collective Emotions during the COVID-19 Outbreak Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era Pageviews and volunteer contributions to Wikipedia increased during the COVID-19 crisis Assessing the effectiveness of non-pharmaceutical COVID-19 intervention measures in schools Dark Web Marketplaces and COVID-19 Anti-China sentiments during the COVID-19 pandemic: An analysis using deep learning methods The COVID-19 Infodemic: Twitter versus Facebook Twitter Bot Networks and Activity Patterns during the COVID-19 Infodemic Learning in the Pandemic: Unveiling Inequalities in College Students’ Academic Experience Through Large-Scale Behavioral Analytics Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic The Socioeconomic Mobility Gap: Disparities in the COVID-19 Pandemic Community in Times of Pandemic: The Evolution of the r/Covid19 Forum on Reddit Using online searches and Social Media during pandemics to improve now-casting models “Russian vaccine will be good for our politicians; I want Pfizer” – Changing narratives of vaccination in Hungary Leveraging dynamic heterogenous networks to study transnational issue publics Exploring Who is Responsible for the Spread of COVID-19 Misinformation on Twitter Linking COVID-19 perception with socioeconomic conditions using Twitter data Disparity and Dynamics of Social Distancing Behaviors in Japan: An Investigation of mobile phone mobility data Anti-Vax Strategy in the Reply Behavior on Social Media
COVID-19 epidemics	Assessing the risk of ``infodemics'' in response to COVID-19 epidemics
covid-19 measures	Opinion Polarization on COVID-19 Measures: Integrating Surveys and Social Media Data
COVID-19 spread	Response to COVID-19 with Probabilistic Programming
COVID19	Scientific Collaboration Networks and Knowledge Diffusion under the COVID19
creative destruction	Novelty and New Venture Success
criminal networks	Structural Resilience and Recovery of a Criminal Network after Disruption: A Simulation Study
CRISPR	Network Evolution of Scholarly Communication on CRISPR Gene Editing
Cross-media Analysis	Tweeting, or Posting, that is the question: Measuring the Platform Effect in Political Campaigns in the UK
cross-platform analysis	Tiplines to Combat Misinformation on Encrypted Platforms: A Case Study of the 2019 Indian Election on WhatsApp
Cross-platform study	Cross-platform analysis of user comments in YouTube videos linked on Reddit's conspiracy theory forum
crowdfunding	Quantifying the Creator Economy: A Large-Scale Analysis of Patreon An Experimental Study of the Effectiveness of Crowd Signals in Online Fundraising
crowdsourcing	Media coverage of inequality and influence on US readers’ views about redistribution
cryptocurrencies	From code to market: Network of developers and correlated returns of cryptocurrencies
Cultural Analytics	YouTube Mukbang Videos Assimilate Eastern and Western Cultures Over Time
cultural capital	On The Interplay Between Educational Attainment and Nutrition: A Spatially-Aware Perspective
cultural differences	How Ideas Spread? Analyzing Growth and Diffusion of Topics in Event-based Social Network
cultural distance	Measuring Cultural Distance between Countries using Facebook Data: The case of food as a cultural marker
cultural evolution	Human biases limit algorithmic boosting of cultural evolution.
cultural exchange	Bridging Nations: Quantifying the Influence of Multilinguals in the European Twitter Network
cultural globalization	How Ideas Spread? Analyzing Growth and Diffusion of Topics in Event-based Social Network
Cultural Innovation	Novelty and Cultural Change in Modern Popular Music
cultural participation	Destination image of museums through social media lens
Cultural patterns
cultural patterns and dynamics	What's in a Name? Gender Equality Progress in Javanese Society
Cultural Reproduction	Gender Prediction: Inference or Assumption?
culture	"Imagine All the People": Characterizing Social Music Sharing on Reddit Destination image of museums through social media lens Measuring Cultural Distance between Countries using Facebook Data: The case of food as a cultural marker Predicting the New from the Old: Transfer Learning for Rising Chinese Artists from the Established Global Artists Cultural Differences in Features of Popular Music in Taiwanese, Japanese, and American Markets
Cycling	Understanding the determinants of gender gap in cycling
D
Dark Web Marketplaces	Dark Web Marketplaces and COVID-19
data assimilation	The great divide: drivers of polarization in the US public
data bias	Evaluating Twitter Data Collection Methodologies for Political Science Research
data collection	Evaluating Twitter Data Collection Methodologies for Political Science Research Differentially Private Propensity Scores for Bias Correction
data mining	Diversity or Uniformity? Content Overlap in Online News An Automated Method to Classify Users in Twitter Event Data Calibration of Google Trends Time Series with Google Trends Anchor Bank
data poisoning	Resilience of Supervised Learning Algorithms to Discriminatory Poisoning of Training Data
Data privacy
data protection	Measuring Anonymity in Complex Networks
Data science	Understanding the determinants of gender gap in cycling The Socioeconomic Mobility Gap: Disparities in the COVID-19 Pandemic
data science for social good	A Study on Forecasting Residential Displacement in a U.S. City
data-origin	Data confounds lead to performance overestimations in fake review detections
Dataset	Representing Repositories in the Open-Source Ecosystem
debates	Why it is important to consider negative ties when studying polarized debates on Twitter
decision making	Auto-Complete: Hidden Recommendation Engine
decision systems	Resilience of Supervised Learning Algorithms to Discriminatory Poisoning of Training Data
decision-making	Characterizing Human Preferences for Interpretability in Artificial Intelligence
deep learning	Learning Personalized Models of Human Behavior in Chess Validating social media macroscopes of emotions Anti-China sentiments during the COVID-19 pandemic: An analysis using deep learning methods Automatic Detection of Sources and Quote in News Articles
Deep representation learning	The Shape of Design History: Exploring Evolution of Sneakers Design at Scale Using Neural Embedding
DeGroot model	Estimation for DeGroot Opinion Diffusion Models with Small Datasets Using a Genetic Algorithm
deletion	Ephemeral Astroturfing Attacks: The Case of Fake Twitter Trends
Deliberation	Can Online Juries Make Consistent, Repeatable Decisions?
Demographic bias	Demographic Bias in Named Entity Recognition
demographics	Modelling Internal Migration with Cellular Automata in a Demographic Microsimulation
Deplatforming	Does Platform Migration Compromise Content Moderation? Evidence from r/The_Donald and r/Incels
destination image	Destination image of museums through social media lens
Developing countries	Long-term costs of corporate tax avoidance at the country level
diet	Influence Dynamics in Diet-Climate Discourse: The Case of Veganuary 2019 on Twitter
diffusion	Harder, better, faster, stronger cascades -- or simply larger? Analyzing Online Attention to Retracted Papers
Diffusion of misinformation	Exploring Who is Responsible for the Spread of COVID-19 Misinformation on Twitter
Digital data	Understanding the determinants of gender gap in cycling
Digital Economy
digital law	Data Science of Judicial Decisions for Evidence-Based Housing policies in Spain
Digital Phenotyping	Identifying individuals using topic patterns of Instagram photos
digital religion	Computational Methods for Comparing Discourses
Digital Trace	The strength of selection and drift in the evolution of online communities
digital trace data	Web Search Behaviour and Individual Demographics: Observational Evidence from Switzerland and Germany
digital traces	Digital traces reveal the gender gap of flexible workers: women work less in the evenings Pageviews and volunteer contributions to Wikipedia increased during the COVID-19 crisis
digitalization	Measuring Mobile Media Use
disagreement	Why it is important to consider negative ties when studying polarized debates on Twitter
Discourse	Conversation Graphs in Online Social Media
discourse analysis	Influence Dynamics in Diet-Climate Discourse: The Case of Veganuary 2019 on Twitter
discrete emotions
discrimination	Resilience of Supervised Learning Algorithms to Discriminatory Poisoning of Training Data The Choice to Discriminate: How Source of Income Discrimination Constrains Opportunity for Housing Choice Voucher Holders The relation between international Airbnb experience and cross-national trust
Dishonesty	The corruptive force of AI-generated advice
Disinformation	Assessing the risk of ``infodemics'' in response to COVID-19 epidemics
Disruption	New Directions in Science Emerge from Disconnection and Discord
distribution	Distribution of neighbourhood size in cities
diversionary behavior	How State-Controlled Media in Authoritarian Settings Affect News Content: Text as Data Analysis
diversity	Subfields, gender, and prestige in computer science faculty hiring Human biases limit algorithmic boosting of cultural evolution.
domestic violence	How Many Russian Women Are Murdered by Partners and Relatives: Evidence from Text Analysis of Court Decisions
Douyin	The Pervasive Presence of Chinese Government Content on Douyin Trending Videos
drug tampering	Nonmedical Opioid Consumption on Reddit: Patterns of Routes of Administration and Drug Tampering
Dunning-Kruger effect	A little Knowledge is a Dangerous Thing: Excess Confidence Explains Negative Attitudes Towards Science
dynamic microsimulation	Modelling Internal Migration with Cellular Automata in a Demographic Microsimulation
dynamic reputation	Sustainability of Stack Exchange Q&A communities: the role of social cohesion and trust
dynamic word embedding	Novelty and New Venture Success
dynamical systems	Developing and applying sequence-based similarity methods for dynamic audiovisual stimuli When do Social Learners Affect Collective Performance Negatively? The Predictions of a Dynamical-System Model
Dynamics	New Directions in Science Emerge from Disconnection and Discord
E
Earthquake	Impact of Herd Behavior and Visual Field of Agents on Crowd Evacuation Decisions
Eastern European migrants	Should They Stay or Should They Go? A Comparative Computational Analysis of the Salience and Framing of Eastern European Migrants in the French, German and UK Press, 2004-19
Echo chamber	Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era
echo chambers	Quantifying Online Political Echo Chambers with Community Embeddings Network Segregation and the Propagation of Misinformation Cognitive reflection correlates with behavior on Twitter Shared partisanship dramatically increases social tie formation in a Twitter field experiment Do we have to agree on everything? On the alignment of echo chambers
Eco-chambers	Exploring Polarization of Users Behavior on Twitter During the 2019 South American Protests
Econometric
economic complexity	The hidden constraints on worker mobility: how workplace skills determine a worker’s next move Universal resilience patterns in labor markets
Economic impact	Response to COVID-19 with Probabilistic Programming
Economic Network Analysis	Network Analysis of Sarafu Currency System
economic value	On the Value of Wikipedia as a Gateway to the Web
Economics	Long-term costs of corporate tax avoidance at the country level Quantifying Gender Disparities in Economics Research
ecosystem	Mapping the fintech system
education	Subfields, gender, and prestige in computer science faculty hiring Human Capital and the Upward Occupational Mobility of Chinese Rural Migrant Workers
educational attainment	On The Interplay Between Educational Attainment and Nutrition: A Spatially-Aware Perspective
elections	Measuring Alignment of Online Grassroots Political Communities with Political Campaigns
ELM model	Analysis of COVID-19 Vaccination Willingness Based on the Initial Trust Model of ELM
Embedding	Unsupervised embeddings of trajectories captures the latent structure of mobility
embeddings	Quantifying Online Political Echo Chambers with Community Embeddings
emotion	Validating social media macroscopes of emotions
Emotional Well-Being	Multimethod Analysis of Social Sharing During an Ongoing Collective Crisis
entropy	Information in times of COVID19: traditional media vs. on-line social networks
environment
Environmental Inequality
environmental policy modeling	Modeling Yellowstone Trophic Cascades
epidemic models	Epidemic proximity and imitation dynamics drive infodemic waves during the COVID-19 pandemic
epidemics	Epidemic-driven protests and protest-driven epidemics
epidemiological surveillance data	Flu or Not: A computational approach to respiratory-disease surveillance
ethics	Gender Prediction: Inference or Assumption? Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation
ethnography	Comparing techniques to reduce networks of ethnographic codes co-occurrence
EU free movement	Should They Stay or Should They Go? A Comparative Computational Analysis of the Salience and Framing of Eastern European Migrants in the French, German and UK Press, 2004-19
Evacuation Behavior	Impact of Herd Behavior and Visual Field of Agents on Crowd Evacuation Decisions
Evacuation Decision Model	Impact of Herd Behavior and Visual Field of Agents on Crowd Evacuation Decisions
event-based social networks	How Ideas Spread? Analyzing Growth and Diffusion of Topics in Event-based Social Network
events	An Automated Method to Classify Users in Twitter Event Data
Evidence-based policy	Coevolution of policy and science during the pandemic
evolutionary game theory	Epidemic proximity and imitation dynamics drive infodemic waves during the COVID-19 pandemic
Experiment	Jump bidding in online auctions: An in vivo experiment Data confounds lead to performance overestimations in fake review detections The relation between international Airbnb experience and cross-national trust
experimental design	Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation
experimental model calibration	Biased processing and opinion polarization: Experimental refinement of argument communication theory in the context of the energy debate
experimental networks	Network Segregation and the Propagation of Misinformation
explainability	Characterizing Human Preferences for Interpretability in Artificial Intelligence
Exploitation and Exploration	Understanding Scholars’ foraging Behavior in Knowledge Embedded Space
Exploration-Exploitation	Countering Filter Bubble with a “Bait-and-Switch” News Recommender System
exploratory text analysis	Discursive Themes in German Right-Wing Media
F
Facebook	Modeling Biases of Facebook data to Nowcast Migrant Stocks in the United States People, Places, and Ties: Landscape of social places and their social network structures Measuring Cultural Distance between Countries using Facebook Data: The case of food as a cultural marker The influence of misinformation on U.S. COVID-19 vaccinations
Faculty hiring	The dynamics of faculty hiring networks
Faculty salary	Differential Return on Performance Persists the Gender Pay Gap among Faculty
fairness	Resilience of Supervised Learning Algorithms to Discriminatory Poisoning of Training Data Gender Prediction: Inference or Assumption? Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation
fake news	Modeling the Spread of Fake News on Twitter Who’s advertising on Low-credibility News Sites? Perverse Downstream Consequences of Debunking
False news	Harder, better, faster, stronger cascades -- or simply larger?
far-right online communication	A Longitudinal Exploration of the Far-right Information Ecosystem on Telegram
fear speech	``Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsApp Groups
femicide	How Many Russian Women Are Murdered by Partners and Relatives: Evidence from Text Analysis of Court Decisions
field experiment	Measuring Competition in the Attention Economy: Evidence from Social Media
field experiments	A New Surrogate Metric to Measure Political Persuasion Online
field theory	Power-law intensity distributions in linear and nonlinear self-excited Hawkes processes
filter bubble	Countering Filter Bubble with a “Bait-and-Switch” News Recommender System Exploring Topical Filter Bubble: An Audit Study of YouTube Recommendations
Filter bubbles	Exploring Polarization of Users Behavior on Twitter During the 2019 South American Protests To Recommend or Not? A Model-Based Comparison of Item-Matching Processes
Financial Network Analysis	Emergence of inequality in a complementary currency system
Finite Mixture Model	Discovering Heterogeneity of Treatment Effects in Conjoint Experiments: Conjoint Finite Mixture Model
fintech	Mapping the fintech system
fitness distributions	An evolutionary model for the spread of information on Twitter
flexible working arrangements	Digital traces reveal the gender gap of flexible workers: women work less in the evenings
food	Measuring Cultural Distance between Countries using Facebook Data: The case of food as a cultural marker
food choices	On The Interplay Between Educational Attainment and Nutrition: A Spatially-Aware Perspective
Formal Modeling	The strength of selection and drift in the evolution of online communities
formation	Mapping the fintech system
foster care	What can Administrative Data tell us about Service Allocation to American Foster Youth?
framework	Demographic Bias in Named Entity Recognition
framing	Modeling the framing of immigration on social media Characterizing Partisan Political Narratives about COVID-19 on Twitter
Fringe Communities	Does Platform Migration Compromise Content Moderation? Evidence from r/The_Donald and r/Incels
future of work	The hidden constraints on worker mobility: how workplace skills determine a worker’s next move
future performance	Winners, Losers, and Future Achievement
G
GDELT	The small-world network of protests
Gender	Global gender differences in Wikipedia readership Subfields, gender, and prestige in computer science faculty hiring Gender Prediction: Inference or Assumption? Trouble in Programmers Paradise: Gender Biases in Technical Knowledge on Stack Overflow Quantifying Gender Disparities in Economics Research Citation And Gender Diversity In Research Acknowledgement Networks With Reciprocity
Gender Bias	Does Gender Matter in the News? Detecting and Examining Gender Bias in the News
Gender equality	What's in a Name? Gender Equality Progress in Javanese Society
gender inequality	The Big Role of Small Effects in Creating Gender Disparities in Organizations Digital traces reveal the gender gap of flexible workers: women work less in the evenings Children’s Occupational Preferences: Evidence from a Theme Park Behavior Logs Differential Return on Performance Persists the Gender Pay Gap among Faculty
gender pay gap	Understanding the gender pay gap in the online freelance marketplace
Gender Representation	Does Gender Matter in the News? Detecting and Examining Gender Bias in the News
gender stereotypes	Children’s Occupational Preferences: Evidence from a Theme Park Behavior Logs Understanding the gender pay gap in the online freelance marketplace
Gender-gap	Understanding the determinants of gender gap in cycling
Generalizability	Towards More Reproducible and Meaningful Computational Social Science
Generalized balance	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
Generative models	Analyzing Topic Transitions in Text-based Social Cascades using Dual-Network Hawkes Process
genetic algorithm	Estimation for DeGroot Opinion Diffusion Models with Small Datasets Using a Genetic Algorithm
Geocoding	Spatial & temporal disparities in air pollution exposure at Italian public schools
geographical news classification	How State-Controlled Media in Authoritarian Settings Affect News Content: Text as Data Analysis
Geography	Unsupervised embeddings of trajectories captures the latent structure of mobility
GHG	Improving vehicles' emissions reduction policies by targeting gross polluters
Gibbs Sampling	Analyzing Topic Transitions in Text-based Social Cascades using Dual-Network Hawkes Process
Global fashion trends	The Shape of Design History: Exploring Evolution of Sneakers Design at Scale Using Neural Embedding
Global Markets	Predicting the New from the Old: Transfer Learning for Rising Chinese Artists from the Established Global Artists
Google search trends	Flu or Not: A computational approach to respiratory-disease surveillance Using online searches and Social Media during pandemics to improve now-casting models
Google Trends	Calibration of Google Trends Time Series with Google Trends Anchor Bank Can Social Signals Predict Bitcoin Price Fluctuations? Auto-Complete: Hidden Recommendation Engine
Gossip	When does gossip promote cooperation? The role of gossip motives
Governance	Can Online Juries Make Consistent, Repeatable Decisions?
GPS data	Improving vehicles' emissions reduction policies by targeting gross polluters
graph embedding	residual2vec: a bias-corrected embedding for graphs Embedding the disciplinary structure of physics
Graph Neural Networks (GNNs)	A Multi-Stage Learning Model for Predicting Tie Valence in Organizations
Graph partitioning	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
graph representation learning	Online Social Movements Dynamics in Ideological Spaces
Gravity Law	Unsupervised embeddings of trajectories captures the latent structure of mobility
Gravity Model	Quantifying Patterns of Scholars’ Aggregated Flow among Interacting Subfields
group deliberation	Biased processing and opinion polarization: Experimental refinement of argument communication theory in the context of the energy debate
Groups	Can Online Juries Make Consistent, Repeatable Decisions?
H
Hacktivist	Understanding Online Hacktivist Groups: A Case Study into the Anonymous Collective
Halle-Jena-Leipzig	A Quantitative View of the Structure of Institutional Scientific Collaborations
Hate speech	Multi-task multi-lingual hate speech detection ``Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsApp Groups
Hawkes processes	Power-law intensity distributions in linear and nonlinear self-excited Hawkes processes
healthy diet	On The Interplay Between Educational Attainment and Nutrition: A Spatially-Aware Perspective
hesitancy	The influence of misinformation on U.S. COVID-19 vaccinations
Heterogeneity of Treatment	Discovering Heterogeneity of Treatment Effects in Conjoint Experiments: Conjoint Finite Mixture Model
Heterogeneous Information	Embedding Heterogeneous Hierarchical Structures
Heterogenous Information Networks	Leveraging dynamic heterogenous networks to study transnational issue publics
Hierarchical Embedding	Embedding Heterogeneous Hierarchical Structures
hierarchy	The emergence of hierarchy in spatial diffusion over the life-cycle of innovations The dynamics of faculty hiring networks
High-skilled migration	The interplay between migration, gender, career stages, and citations: Evidence on German-affiliated researchers from Scopus
Higher education	Should College Dropout Prediction Models Include Protected Attributes? Differential Return on Performance Persists the Gender Pay Gap among Faculty Learning in the Pandemic: Unveiling Inequalities in College Students’ Academic Experience Through Large-Scale Behavioral Analytics Quantifying Education-Occupation Alignment Through Natural Language Processing
Hiring network	The dynamics of faculty hiring networks
homophily	Estimating homophily in social networks using dyadic predictions Network Segregation and the Propagation of Misinformation The effect of commuting on the income assortativityof social network ties Preference for Politically Extreme Others in Retweet Networks Do we have to agree on everything? On the alignment of echo chambers
human behaviour	From code to market: Network of developers and correlated returns of cryptocurrencies Using online searches and Social Media during pandemics to improve now-casting models
human capital	Human Capital and the Upward Occupational Mobility of Chinese Rural Migrant Workers
Human mobility	Unsupervised embeddings of trajectories captures the latent structure of mobility The Socioeconomic Mobility Gap: Disparities in the COVID-19 Pandemic Improving vehicles' emissions reduction policies by targeting gross polluters
Human-AI Interaction	Learning Personalized Models of Human Behavior in Chess
Human-AI interface	Learning Best Practices: Can Machine Learning Improve Human Decision-Making?
human-machine collaboration	Human biases limit algorithmic boosting of cultural evolution.
hybrid masculinities	Is Rap still Tough? The Dynamics of Masculinities Expressions in American Rap.
I
ICEWS	The small-world network of protests
Ideological Bias	Does Gender Matter in the News? Detecting and Examining Gender Bias in the News
Ideology	Online Social Movements Dynamics in Ideological Spaces How “Reform” has been Reformed: Tracing Chinese Leaders’ Policy Positions using Word Embeddings
ideology scaling	Uncovering the structure of the French media ecosystem ?
Image Analysis	Identifying individuals using topic patterns of Instagram photos Extremist Propaganda on Instagram
image hashing	Tiplines to Combat Misinformation on Encrypted Platforms: A Case Study of the 2019 Indian Election on WhatsApp
images	A Large Scale Study of Reader Interactions with Images on Wikipedia
Immigration	Modeling the framing of immigration on social media What drives anti-immigrant sentiments online? A novel approach using Twitter
indicators	Measuring academic reputation: peer review versus bibliometrics
indirect reciprocity	Local Reputation, Local Selection, and the Leading Eight Norms
Individuals	Can Online Juries Make Consistent, Repeatable Decisions?
Inequalities	Spatial & temporal disparities in air pollution exposure at Italian public schools
inequality	Long-term costs of corporate tax avoidance at the country level How Incidental Similarities Reduce Polarization on Partisan Topics: The Case of Wealth Redistribution by the Government Sounds like meritocracy to my ears: Exploring the link between inequality in popular music and private culture A labor advantage drives the greater productivity of faculty at elite universities Estimating Individual Socioeconomic Status of Twitter Users Learning in the Pandemic: Unveiling Inequalities in College Students’ Academic Experience Through Large-Scale Behavioral Analytics Emergence of inequality in a complementary currency system Media coverage of inequality and influence on US readers’ views about redistribution Linking COVID-19 perception with socioeconomic conditions using Twitter data
Influential Nodes	Analyzing the Correlation of Classical and Community-aware Centrality Measures in Complex Networks
Influenza	Using online searches and Social Media during pandemics to improve now-casting models
Infodemic	The COVID-19 Infodemic: Twitter versus Facebook Twitter Bot Networks and Activity Patterns during the COVID-19 Infodemic
Infodemics	Assessing the risk of ``infodemics'' in response to COVID-19 epidemics
Information cascades	An evolutionary model for the spread of information on Twitter
information diffusion	Bridging Nations: Quantifying the Influence of Multilinguals in the European Twitter Network Sentiments and Information Diffusion on Social Media: A Curvilinear Relationship
Information diversity	Political audience diversity and news reliability in algorithmic ranking
information foraging	Information Foraging and the Attention Economy
Information Operations	Finding Coordinated Amplification on Twitter with dSNA
Information quality	Political audience diversity and news reliability in algorithmic ranking
information sharing	A Longitudinal Exploration of the Far-right Information Ecosystem on Telegram
information theory	Data Science of Judicial Decisions for Evidence-Based Housing policies in Spain Computational Methods for Comparing Discourses
innovation diffusion	The emergence of hierarchy in spatial diffusion over the life-cycle of innovations
innovation lifecycle	The emergence of hierarchy in spatial diffusion over the life-cycle of innovations
Instagram	Destination image of museums through social media lens #JusticeForGeorgeFloyd: How Instagram Facilitated the George Floyd Protests Identifying individuals using topic patterns of Instagram photos
instant messaging	A Longitudinal Exploration of the Far-right Information Ecosystem on Telegram
instrumental variables	Quantifying the effect of social media networks on the success of entrepreneurs
integrating data sources	Opinion Polarization on COVID-19 Measures: Integrating Surveys and Social Media Data
Intent Analysis	Conversation Graphs in Online Social Media
Interdisciplinarity	Quantifying the temporal patterns of interdisciplinarity in scientists' careers
intergroup	Shared partisanship dramatically increases social tie formation in a Twitter field experiment
Intergroup conflicts	Affective Polarization on Reddit
intermediary
internal displacement	Counting Cars from Space to Monitor Internal Displacement
internal migration	Modelling Internal Migration with Cellular Automata in a Demographic Microsimulation
Internationalization	A Quantitative View of the Structure of Institutional Scientific Collaborations
Interpersonal Communication	Computational Modeling of Intimacy in Language and Social Norms in Interpersonal Communications
interpretability	Implications of Underspecification on Neural Network Interpretability Characterizing Human Preferences for Interpretability in Artificial Intelligence
Interpretable machine learning	Learning Best Practices: Can Machine Learning Improve Human Decision-Making?
interventions	Structural Resilience and Recovery of a Criminal Network after Disruption: A Simulation Study
Intimacy in Language	Computational Modeling of Intimacy in Language and Social Norms in Interpersonal Communications
intimate partner violence	How Many Russian Women Are Murdered by Partners and Relatives: Evidence from Text Analysis of Court Decisions
Islam	Preaching to Social Media: Effects of Turkey's Friday Khutbas on Twitter
Islamophobia	``Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsApp Groups
J
Javanese	What's in a Name? Gender Equality Progress in Javanese Society
Journal Networks	New Directions in Science Emerge from Disconnection and Discord
journalism	Automatic Detection of Sources and Quote in News Articles
Judgement and Decision-Making	A little Knowledge is a Dangerous Thing: Excess Confidence Explains Negative Attitudes Towards Science
Jump bidding	Jump bidding in online auctions: An in vivo experiment
Juries	Can Online Juries Make Consistent, Repeatable Decisions?
K
keynote	Pushing research on user-centric information exposure forward: bringing tracking, survey and automated text classification together. Representation learning for computational imagination International efforts to tackle COVID-19 misinformation #HashtagActivism: Networks of Race and Gender Justice Measuring large-scale emotion aggregates through social media text Public Denunciation and the Limit of Scandals Critical Data Theory Combining Data from Multiple Sources: Examples from Economic and Public Health Research Studies How the data generating process shapes dynamic networks More-than-digital experiences in more-than-human worlds: bringing together creative methods with sociomaterialism theory Computational Social Science and the Right to Audit Population-scale Social Network Analysis On the Persuasive Effectiveness of Attributing Opinions to Spokespersons
kinship structure	Evolution of Kinship Structures Driven by Marriage Tie and Competition
knowledge distillation	Claim Matching Beyond English to Scale Global Fact-Checking
knowledge exchange	Sustainability of Stack Exchange Q&A communities: the role of social cohesion and trust
Knowledge Map	Quantifying Patterns of Scholars’ Aggregated Flow among Interacting Subfields
Knowledge sharing	Learning Best Practices: Can Machine Learning Improve Human Decision-Making?
Knowledge Space	Understanding Scholars’ foraging Behavior in Knowledge Embedded Space
Korean Districts and Businesses Embedding	Embedding Heterogeneous Hierarchical Structures
L
Labor	Technological Complementarity:the Division of Know-how and the Future of Work
labor economics	The hidden constraints on worker mobility: how workplace skills determine a worker’s next move Universal resilience patterns in labor markets Quantifying Education-Occupation Alignment Through Natural Language Processing
Labor market alignment	Quantifying Education-Occupation Alignment Through Natural Language Processing
Land use planning	Assessing access inequality in American cities using amenity consumption patterns
landlord strategy	The Choice to Discriminate: How Source of Income Discrimination Constrains Opportunity for Housing Choice Voucher Holders
language	Adoption of Twitter’s New Length Limit: Is 280 the New 140?
language change	Information Foraging and the Attention Economy
Language modeling	Cross-platform analysis of user comments in YouTube videos linked on Reddit's conspiracy theory forum
Language Polarization	Exploring Polarization of Users Behavior on Twitter During the 2019 South American Protests
large-scale	How the turntables: Estimating spatiotemporal impact of NPIs in a large-scale artificial city
Large-scale experiments	Learning Best Practices: Can Machine Learning Improve Human Decision-Making?
leading eight	Local Reputation, Local Selection, and the Leading Eight Norms
Legislative effectiveness	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
linguistics	Agency in Online Climate Change Discourse
link	Mapping the fintech system
Link Prediction	A Multi-Stage Learning Model for Predicting Tie Valence in Organizations
live	Pushing research on user-centric information exposure forward: bringing tracking, survey and automated text classification together. Representation learning for computational imagination International efforts to tackle COVID-19 misinformation #HashtagActivism: Networks of Race and Gender Justice Measuring large-scale emotion aggregates through social media text Public Denunciation and the Limit of Scandals Critical Data Theory Combining Data from Multiple Sources: Examples from Economic and Public Health Research Studies How the data generating process shapes dynamic networks More-than-digital experiences in more-than-human worlds: bringing together creative methods with sociomaterialism theory Computational Social Science and the Right to Audit Population-scale Social Network Analysis On the Persuasive Effectiveness of Attributing Opinions to Spokespersons
Local Business	People, Places, and Ties: Landscape of social places and their social network structures
Local differential privacy	Differentially Private Propensity Scores for Bias Correction
LocEmb	Embedding Heterogeneous Hierarchical Structures
longitudinal data	Discursive Themes in German Right-Wing Media
losers	Winners, Losers, and Future Achievement
low-credibility	The COVID-19 Infodemic: Twitter versus Facebook
low-credibility news	Who’s advertising on Low-credibility News Sites?
M
Machine Behavior	The corruptive force of AI-generated advice
machine learning	Multi-task multi-lingual hate speech detection Estimating homophily in social networks using dyadic predictions Demographic Bias in Named Entity Recognition Resilience of Supervised Learning Algorithms to Discriminatory Poisoning of Training Data TED-On: An Error Framework for Digital Traces of Human on Online Platforms Developing a Behavioural Typology of Social Identities Using Deep Learning to Identify Government Responses to COVID-19 in International Media - Testing Transfer Learning on a Social Science Use-Case People, Places, and Ties: Landscape of social places and their social network structures Data confounds lead to performance overestimations in fake review detections Tracking parent identity development in online forum posts Informativeness of user-written game reviews Understanding Online Hacktivist Groups: A Case Study into the Anonymous Collective Cultural Differences in Features of Popular Music in Taiwanese, Japanese, and American Markets
machine-translated corpus	Should They Stay or Should They Go? A Comparative Computational Analysis of the Salience and Framing of Eastern European Migrants in the French, German and UK Press, 2004-19
manipulation	Ephemeral Astroturfing Attacks: The Case of Fake Twitter Trends
market entry	Producer Exploration Generates Categories without Audiences
Markov chains	The great divide: drivers of polarization in the US public Exploring Topical Filter Bubble: An Audit Study of YouTube Recommendations
masculinities	Is Rap still Tough? The Dynamics of Masculinities Expressions in American Rap.
Matching learning	Data filtering and classification for the identification of texts related to security in Bogotá Colombia
mathematical modeling	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance The great divide: drivers of polarization in the US public When do Social Learners Affect Collective Performance Negatively? The Predictions of a Dynamical-System Model
measurement	On the Validity and Reliability of Measuring Political Approval from Tweets Measuring Mobile Media Use A Method to Analyze the Multiple Social Identities in Twitter Bios
measurement errors	TED-On: An Error Framework for Digital Traces of Human on Online Platforms
measurements	On a pitfall of measurements in computational social science
media	Network Agenda Setting between NGOs and Media on Twitter around COP25 Media coverage of inequality and influence on US readers’ views about redistribution
media analysis	Using Deep Learning to Identify Government Responses to COVID-19 in International Media - Testing Transfer Learning on a Social Science Use-Case
media consolidation	Diversity or Uniformity? Content Overlap in Online News
media coverage	Analyzing Online Attention to Retracted Papers
media ecosystem	Uncovering the structure of the French media ecosystem ?
media framing	Should They Stay or Should They Go? A Comparative Computational Analysis of the Salience and Framing of Eastern European Migrants in the French, German and UK Press, 2004-19
media manipulation	The Indirect Influence of Bots on Humans through Recommendation Algorithms How State-Controlled Media in Authoritarian Settings Affect News Content: Text as Data Analysis
Media outlets	Communicating Across Political Divides on Social Media
Media Psychology	Developing and applying sequence-based similarity methods for dynamic audiovisual stimuli Informativeness of user-written game reviews
media studies	Emotional presidency: A temporal sentiment analysis of political twitters
mediation analysis	Unique in what sense? Heterogeneous relationships between uniqueness and popularity in music
meeting	Large Scale Analysis of Multitasking Behavior During Remote Meetings
Mental health	Tracking parent identity development in online forum posts The Computational Turn in Online Mental Health Research: A Systematic Review
Meritocracy	Sounds like meritocracy to my ears: Exploring the link between inequality in popular music and private culture Differential Return on Performance Persists the Gender Pay Gap among Faculty
Migration	Modeling Biases of Facebook data to Nowcast Migrant Stocks in the United States Eras of understanding: Turning Points in the Swedish Immigration Discourse 1945-2019
Migrations	Does Platform Migration Compromise Content Moderation? Evidence from r/The_Donald and r/Incels
minorities	Simulating systematic errors in attributed networks
misinformation	Network Segregation and the Propagation of Misinformation Claim Matching Beyond English to Scale Global Fact-Checking Tiplines to Combat Misinformation on Encrypted Platforms: A Case Study of the 2019 Indian Election on WhatsApp Who’s advertising on Low-credibility News Sites? Twitter Bot Networks and Activity Patterns during the COVID-19 Infodemic Cognitive reflection correlates with behavior on Twitter Perverse Downstream Consequences of Debunking The influence of misinformation on U.S. COVID-19 vaccinations Exploring Who is Responsible for the Spread of COVID-19 Misinformation on Twitter
Mobile App Consumption
mobile device location data	Disparity and Dynamics of Social Distancing Behaviors in Japan: An Investigation of mobile phone mobility data
mobile media	Measuring Mobile Media Use
mobility	Disparity and Dynamics of Social Distancing Behaviors in Japan: An Investigation of mobile phone mobility data
Mobility data	Assessing access inequality in American cities using amenity consumption patterns
mobilization	Epidemic-driven protests and protest-driven epidemics
model	Estimating Community Feedback Effect on Topic Choice in Social Media
modeling	Modeling the Spread of Fake News on Twitter Measuring Selective Exposure: A Systematic Comparison of the Application of Community Detection Algorithms in Theoretical and Empirical Co-exposure Networks Comparable Analysis of News Diffusion between Mainstream and Alternative Media in Twitter
Modeling Biases	Modeling Biases of Facebook data to Nowcast Migrant Stocks in the United States
moral values	We Are What We Listen To: How our Moral and Human values reflect on our Music Genres Preferences
Moralization	The universal moral saturation on digital content engagement
Motives	When does gossip promote cooperation? The role of gossip motives
Movie Creativity Prediction	Quantifying Creativity and Innovation of Movies via AI
multi-level evolution	Evolution of Kinship Structures Driven by Marriage Tie and Competition
multidimensional network scaling	Online Social Movements Dynamics in Ideological Spaces
multilevel models	The Choice to Discriminate: How Source of Income Discrimination Constrains Opportunity for Housing Choice Voucher Holders
multilingual text analysis	Should They Stay or Should They Go? A Comparative Computational Analysis of the Salience and Framing of Eastern European Migrants in the French, German and UK Press, 2004-19
multilingualism	Bridging Nations: Quantifying the Influence of Multilinguals in the European Twitter Network
Multimethod	Multimethod Analysis of Social Sharing During an Ongoing Collective Crisis
multitasking	Large Scale Analysis of Multitasking Behavior During Remote Meetings
museums	Destination image of museums through social media lens
music	Sounds like meritocracy to my ears: Exploring the link between inequality in popular music and private culture Cultural Differences in Features of Popular Music in Taiwanese, Japanese, and American Markets
music consumption	Unique in what sense? Heterogeneous relationships between uniqueness and popularity in music
music genres	We Are What We Listen To: How our Moral and Human values reflect on our Music Genres Preferences
music sharing	"Imagine All the People": Characterizing Social Music Sharing on Reddit
musical preferences	We Are What We Listen To: How our Moral and Human values reflect on our Music Genres Preferences
N
name	What's in a Name? Gender Equality Progress in Javanese Society
named entities	Demographic Bias in Named Entity Recognition
natural language processing	Data filtering and classification for the identification of texts related to security in Bogotá Colombia On the Validity and Reliability of Measuring Political Approval from Tweets Developing a Behavioural Typology of Social Identities Claim Matching Beyond English to Scale Global Fact-Checking Tiplines to Combat Misinformation on Encrypted Platforms: A Case Study of the 2019 Indian Election on WhatsApp Inferring Ten Social Dimensions of Conversations and Relationships Tracking parent identity development in online forum posts Quantifying Creativity and Innovation of Movies via AI Computational Methods for Comparing Discourses Quantifying Education-Occupation Alignment Through Natural Language Processing A Method to Analyze the Multiple Social Identities in Twitter Bios
Natural Selection	The strength of selection and drift in the evolution of online communities
neighbourhoods	Distribution of neighbourhood size in cities
network	Mapping the fintech system
network agenda setting	Network Agenda Setting between NGOs and Media on Twitter around COP25
network analysis	Diversity or Uniformity? Content Overlap in Online News Exploring Polarization of Users Behavior on Twitter During the 2019 South American Protests Measuring Selective Exposure: A Systematic Comparison of the Application of Community Detection Algorithms in Theoretical and Empirical Co-exposure Networks Conversation Graphs in Online Social Media
Network analysis of social systems	An evolutionary model for the spread of information on Twitter
network evolution	Network Evolution of Scholarly Communication on CRISPR Gene Editing
Network Flow Analysis	Emergence of inequality in a complementary currency system
Network Hawkes Process	Analyzing Topic Transitions in Text-based Social Cascades using Dual-Network Hawkes Process
network mechanisms	Structural Resilience and Recovery of a Criminal Network after Disruption: A Simulation Study
Network Science	Quantifying the temporal patterns of interdisciplinarity in scientists' careers Publishing the first patent boosts scientists’ performance Teams with unexpected collaboration between institutions are associated with higher impact Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance The hidden constraints on worker mobility: how workplace skills determine a worker’s next move Universal resilience patterns in labor markets
networks	Scientific Collaboration Networks and Knowledge Diffusion under the COVID19 From code to market: Network of developers and correlated returns of cryptocurrencies Technological Complementarity:the Division of Know-how and the Future of Work Agency in Online Climate Change Discourse Assessing the effectiveness of non-pharmaceutical COVID-19 intervention measures in schools Comparing techniques to reduce networks of ethnographic codes co-occurrence Trouble in Programmers Paradise: Gender Biases in Technical Knowledge on Stack Overflow Influence Dynamics in Diet-Climate Discourse: The Case of Veganuary 2019 on Twitter
networks structure	Sustainability of Stack Exchange Q&A communities: the role of social cohesion and trust
neural networks	Implications of Underspecification on Neural Network Interpretability
New York Times	Information in times of COVID19: traditional media vs. on-line social networks
news	Countering Filter Bubble with a “Bait-and-Switch” News Recommender System Media coverage of inequality and influence on US readers’ views about redistribution
news articles	Quotebank: A Corpus of Quotations from a Decade of News
News avoidance	Non-Use of Online News – Evidence from the Parallel Application of two Computational Methods that are Based on a Combination of Tracking, Web, and Survey Data
News Bias	Does Gender Matter in the News? Detecting and Examining Gender Bias in the News
News consumption	Non-Use of Online News – Evidence from the Parallel Application of two Computational Methods that are Based on a Combination of Tracking, Web, and Survey Data Exploring Topical Filter Bubble: An Audit Study of YouTube Recommendations
news media	Comparable Analysis of News Diffusion between Mainstream and Alternative Media in Twitter
News recommandations	Political audience diversity and news reliability in algorithmic ranking
news sources	Automatic Detection of Sources and Quote in News Articles
Newsguard	Political audience diversity and news reliability in algorithmic ranking
NLP	Modeling the framing of immigration on social media Cross-platform analysis of user comments in YouTube videos linked on Reddit's conspiracy theory forum Affective Polarization on Reddit Validity and Reliability in Sexism Detection Using Deep Learning to Identify Government Responses to COVID-19 in International Media - Testing Transfer Learning on a Social Science Use-Case A Multi-Stage Learning Model for Predicting Tie Valence in Organizations Automatic Detection of Sources and Quote in News Articles Extremist Propaganda on Instagram A time series analysis of r/CoronavirusUK and r/CoronavirusUS subreddit volume and sentiment “Russian vaccine will be good for our politicians; I want Pfizer” – Changing narratives of vaccination in Hungary
Node2vec	Quantifying Patterns of Scholars’ Aggregated Flow among Interacting Subfields
noise	Simulating systematic errors in attributed networks
non-influenza respiratory viruses	Flu or Not: A computational approach to respiratory-disease surveillance
non-Markovian processes	Power-law intensity distributions in linear and nonlinear self-excited Hawkes processes
non-pharmaceutical intervention	Epidemic-driven protests and protest-driven epidemics
non-pharmaceutical interventions	Assessing the effectiveness of non-pharmaceutical COVID-19 intervention measures in schools
nongovernmental organization	Network Agenda Setting between NGOs and Media on Twitter around COP25
nonpolitical	Political Discussion is Abundant in non-political Subreddits (and Less Toxic)
Novel Dataset
Novel digital data sources	The interplay between migration, gender, career stages, and citations: Evidence on German-affiliated researchers from Scopus
Novelty	Novelty and Cultural Change in Modern Popular Music New Directions in Science Emerge from Disconnection and Discord Unique in what sense? Heterogeneous relationships between uniqueness and popularity in music
Now-casting	Using online searches and Social Media during pandemics to improve now-casting models
Nowcasting	Modeling Biases of Facebook data to Nowcast Migrant Stocks in the United States
nutrition	Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study
O
Observational Data	Towards More Reproducible and Meaningful Computational Social Science
observational social data	Quantifying the effect of social media networks on the success of entrepreneurs
observational studies	Pageviews and volunteer contributions to Wikipedia increased during the COVID-19 crisis
Occupation	Technological Complementarity:the Division of Know-how and the Future of Work
occupational gender segregation	Children’s Occupational Preferences: Evidence from a Theme Park Behavior Logs
online advertising	Who’s advertising on Low-credibility News Sites?
online attention	Analyzing Online Attention to Retracted Papers
Online auctions	Jump bidding in online auctions: An in vivo experiment
Online Behavior	A Large Scale Study of Reader Interactions with Images on Wikipedia The universal moral saturation on digital content engagement
online communities	How Different types of Online Group Membership Affects Addiction Recovery Progress The strength of selection and drift in the evolution of online communities
Online conspiracy theories	Live monitoring 4chan Discussion Threads
online experiment	How common is common sense? How Incidental Similarities Reduce Polarization on Partisan Topics: The Case of Wealth Redistribution by the Government
online experiments	An Experimental Study of the Effectiveness of Crowd Signals in Online Fundraising
online information spreading	Epidemic proximity and imitation dynamics drive infodemic waves during the COVID-19 pandemic
Online learning	Should College Dropout Prediction Models Include Protected Attributes? Learning in the Pandemic: Unveiling Inequalities in College Students’ Academic Experience Through Large-Scale Behavioral Analytics
online market place	Understanding the gender pay gap in the online freelance marketplace
online media	Automatic Detection of Sources and Quote in News Articles
online news	Diversity or Uniformity? Content Overlap in Online News Network Segregation and the Propagation of Misinformation
Online platforms	Examining Radical Content on YouTube
online social behavior	Collective Emotions during the COVID-19 Outbreak
online social network	Spatial concentration of individual social capital in US metropolitan areas The emergence of hierarchy in spatial diffusion over the life-cycle of innovations The effect of commuting on the income assortativityof social network ties
online teaching	Digital traces reveal the gender gap of flexible workers: women work less in the evenings
open data	How the turntables: Estimating spatiotemporal impact of NPIs in a large-scale artificial city
Open-source Software	Representing Repositories in the Open-Source Ecosystem
OpenStreetMap	Understanding the determinants of gender gap in cycling
opinion diffusion	Estimation for DeGroot Opinion Diffusion Models with Small Datasets Using a Genetic Algorithm
opinion dynamics	To Recommend or Not? A Model-Based Comparison of Item-Matching Processes The Indirect Influence of Bots on Humans through Recommendation Algorithms The consequences of hesitation: Axelrod model with intrinsic noise
opinion polarization	Opinion Polarization on COVID-19 Measures: Integrating Surveys and Social Media Data
opioids	Nonmedical Opioid Consumption on Reddit: Patterns of Routes of Administration and Drug Tampering Opioid addiction recovery on Reddit: behavioral shift and social support
Optimization	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
organization founders	Quantifying the effect of social media networks on the success of entrepreneurs
Organizational Attachment	A Multi-Stage Learning Model for Predicting Tie Valence in Organizations
Organizational Evolution	The strength of selection and drift in the evolution of online communities
organizations	The Big Role of Small Effects in Creating Gender Disparities in Organizations
Origin-Destination (OD) Flows	Quantifying Patterns of Scholars’ Aggregated Flow among Interacting Subfields
P
parameter estimation	Estimation for DeGroot Opinion Diffusion Models with Small Datasets Using a Genetic Algorithm
Parity	Quantifying Gender Disparities in Economics Research
Participation bias	Differentially Private Propensity Scores for Bias Correction
partisanship	Political Discussion is Abundant in non-political Subreddits (and Less Toxic) Shared partisanship dramatically increases social tie formation in a Twitter field experiment Do we have to agree on everything? On the alignment of echo chambers
past achievement	Winners, Losers, and Future Achievement
Perception of Security	Data filtering and classification for the identification of texts related to security in Bogotá Colombia
performance	Behavioral Correlates of Performance and Satisfaction in Problem-Solving Teams
Personality	Identifying individuals using topic patterns of Instagram photos
Personalization	Learning Personalized Models of Human Behavior in Chess
platform behaviour	Quantifying the Creator Economy: A Large-Scale Analysis of Patreon
Platform economy	The relation between international Airbnb experience and cross-national trust
point process	Modeling the Spread of Fake News on Twitter Comparable Analysis of News Diffusion between Mainstream and Alternative Media in Twitter
polarisation	Do we have to agree on everything? On the alignment of echo chambers
polarization	Quantifying Online Political Echo Chambers with Community Embeddings Political Discussion is Abundant in non-political Subreddits (and Less Toxic) Communicating Across Political Divides on Social Media How Incidental Similarities Reduce Polarization on Partisan Topics: The Case of Wealth Redistribution by the Government An audit of Twitter's shadow ban sanctions in the United States Uncovering the structure of the French media ecosystem ? Preference for Politically Extreme Others in Retweet Networks Biased processing and opinion polarization: Experimental refinement of argument communication theory in the context of the energy debate Online Social Movements Dynamics in Ideological Spaces Sentiments and Information Diffusion on Social Media: A Curvilinear Relationship Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance Why it is important to consider negative ties when studying polarized debates on Twitter
policy discussion	Reply and Reaction: How Interactive Features Regulate Communication Dynamics on Social Media
Policy making	Response to COVID-19 with Probabilistic Programming
Policy-science interface	Coevolution of policy and science during the pandemic
political communication	Modeling the framing of immigration on social media Tweeting, or Posting, that is the question: Measuring the Platform Effect in Political Campaigns in the UK Reply and Reaction: How Interactive Features Regulate Communication Dynamics on Social Media
political communities	Measuring Alignment of Online Grassroots Political Communities with Political Campaigns
political discourse	Characterizing Partisan Political Narratives about COVID-19 on Twitter
political discussions	Political Discussion is Abundant in non-political Subreddits (and Less Toxic)
Political networks	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
political persuasion	A New Surrogate Metric to Measure Political Persuasion Online
political polarization	Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era The great divide: drivers of polarization in the US public
Political radicalization	Examining Radical Content on YouTube
political science	Evaluating Twitter Data Collection Methodologies for Political Science Research
politics	Quantifying Online Political Echo Chambers with Community Embeddings
Pollution
population dynamics	Epidemic proximity and imitation dynamics drive infodemic waves during the COVID-19 pandemic
populism	Discursive Themes in German Right-Wing Media
Poverty
power-law scaling	Power-law intensity distributions in linear and nonlinear self-excited Hawkes processes
pre-exposure prophylaxis (PrEP)	Estimation for DeGroot Opinion Diffusion Models with Small Datasets Using a Genetic Algorithm
predictability	My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction
prediction	Towards More Reproducible and Meaningful Computational Social Science On a pitfall of measurements in computational social science
prediction vs. explanation	What can Administrative Data tell us about Service Allocation to American Foster Youth?
Predictive analytics	Should College Dropout Prediction Models Include Protected Attributes?
prejudice	What drives anti-immigrant sentiments online? A novel approach using Twitter
Prestige	The dynamics of faculty hiring networks
prevalence	The COVID-19 Infodemic: Twitter versus Facebook
price	Can Social Signals Predict Bitcoin Price Fluctuations?
Price Prediction	Predicting the New from the Old: Transfer Learning for Rising Chinese Artists from the Established Global Artists
prisoners dilemma	Local Reputation, Local Selection, and the Leading Eight Norms
Privacy	Measuring Anonymity in Complex Networks Differentially Private Propensity Scores for Bias Correction
Private social media	A time series analysis of mobile and social media text messages for event detection
Prizes	Quantifying Gender Disparities in Economics Research
Probabilistic programming	Response to COVID-19 with Probabilistic Programming
problem solving	Behavioral Correlates of Performance and Satisfaction in Problem-Solving Teams
product ownership	Data confounds lead to performance overestimations in fake review detections
productivity	Behavioral Correlates of Performance and Satisfaction in Problem-Solving Teams
professional training	Human Capital and the Upward Occupational Mobility of Chinese Rural Migrant Workers
Programming	Trouble in Programmers Paradise: Gender Biases in Technical Knowledge on Stack Overflow
Propaganda	Evaluating the Impacts of Ideological Campaign on Social Media The Pervasive Presence of Chinese Government Content on Douyin Trending Videos
prosocial behavior	An Experimental Study of the Effectiveness of Crowd Signals in Online Fundraising
protest	#JusticeForGeorgeFloyd: How Instagram Facilitated the George Floyd Protests Epidemic-driven protests and protest-driven epidemics
Protests	The small-world network of protests
psychology	Validity and Reliability in Sexism Detection
psychopathology	The Computational Turn in Online Mental Health Research: A Systematic Review
Public attention dynamics	Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic
Public diplomacy	Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era
public discourse	Eras of understanding: Turning Points in the Swedish Immigration Discourse 1945-2019
Public health	Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study Dark Web Marketplaces and COVID-19 The Socioeconomic Mobility Gap: Disparities in the COVID-19 Pandemic
Public Understanding of Science	A little Knowledge is a Dangerous Thing: Excess Confidence Explains Negative Attitudes Towards Science
Q
quantification	Estimating homophily in social networks using dyadic predictions
Quantitative Analysis	Novelty and Cultural Change in Modern Popular Music
quotation database	Quotebank: A Corpus of Quotations from a Decade of News
quotation extraction	Quotebank: A Corpus of Quotations from a Decade of News
R
random graphs	residual2vec: a bias-corrected embedding for graphs
random walks	residual2vec: a bias-corrected embedding for graphs
Randomized controlled trial	Jump bidding in online auctions: An in vivo experiment
Ranking	Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic
Ranking algorithms	Political audience diversity and news reliability in algorithmic ranking
rap music	Is Rap still Tough? The Dynamics of Masculinities Expressions in American Rap.
rashomon effect	Implications of Underspecification on Neural Network Interpretability
Readership diversity	Global gender differences in Wikipedia readership
reciprocity	Citation And Gender Diversity In Research Acknowledgement Networks With Reciprocity
Recommendation	Examining Radical Content on YouTube
recommendation algorithms	Exploring Topical Filter Bubble: An Audit Study of YouTube Recommendations
recommendation engines	Auto-Complete: Hidden Recommendation Engine
Recommender Systems	To Recommend or Not? A Model-Based Comparison of Item-Matching Processes Countering Filter Bubble with a “Bait-and-Switch” News Recommender System The Indirect Influence of Bots on Humans through Recommendation Algorithms
recorded	Pushing research on user-centric information exposure forward: bringing tracking, survey and automated text classification together. Representation learning for computational imagination International efforts to tackle COVID-19 misinformation #HashtagActivism: Networks of Race and Gender Justice Measuring large-scale emotion aggregates through social media text Public Denunciation and the Limit of Scandals Critical Data Theory Combining Data from Multiple Sources: Examples from Economic and Public Health Research Studies How the data generating process shapes dynamic networks More-than-digital experiences in more-than-human worlds: bringing together creative methods with sociomaterialism theory Computational Social Science and the Right to Audit Population-scale Social Network Analysis On the Persuasive Effectiveness of Attributing Opinions to Spokespersons
recovery	Opioid addiction recovery on Reddit: behavioral shift and social support
Reddit	Affective Polarization on Reddit Nonmedical Opioid Consumption on Reddit: Patterns of Routes of Administration and Drug Tampering Does Platform Migration Compromise Content Moderation? Evidence from r/The_Donald and r/Incels Inferring Ten Social Dimensions of Conversations and Relationships A time series analysis of r/CoronavirusUK and r/CoronavirusUS subreddit volume and sentiment Opioid addiction recovery on Reddit: behavioral shift and social support Community in Times of Pandemic: The Evolution of the r/Covid19 Forum on Reddit
redistribution	How Incidental Similarities Reduce Polarization on Partisan Topics: The Case of Wealth Redistribution by the Government Media coverage of inequality and influence on US readers’ views about redistribution
reduction	Comparing techniques to reduce networks of ethnographic codes co-occurrence
Reform	How “Reform” has been Reformed: Tracing Chinese Leaders’ Policy Positions using Word Embeddings
regression analysis	Quantifying the effect of social media networks on the success of entrepreneurs
Regression models	The universal moral saturation on digital content engagement
Relational event model
relations	Shared partisanship dramatically increases social tie formation in a Twitter field experiment
Religion	Preaching to Social Media: Effects of Turkey's Friday Khutbas on Twitter
religious studies	Computational Methods for Comparing Discourses
remote work	Large Scale Analysis of Multitasking Behavior During Remote Meetings My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction
Reply	Anti-Vax Strategy in the Reply Behavior on Social Media
Representation Learning	Unsupervised embeddings of trajectories captures the latent structure of mobility Representing Repositories in the Open-Source Ecosystem
Representational Harm	Does Gender Matter in the News? Detecting and Examining Gender Bias in the News
RepresentationLearning	Embedding Heterogeneous Hierarchical Structures
representativeness	TED-On: An Error Framework for Digital Traces of Human on Online Platforms
reproducibility	Implications of Underspecification on Neural Network Interpretability Towards More Reproducible and Meaningful Computational Social Science
reputation	Local Reputation, Local Selection, and the Leading Eight Norms Measuring academic reputation: peer review versus bibliometrics When does gossip promote cooperation? The role of gossip motives
research assessment	Measuring academic reputation: peer review versus bibliometrics
Research Impact	Different collaboration patterns and impact of prominent researchers in Europe and North America
residential displacement	A Study on Forecasting Residential Displacement in a U.S. City
resilience	Pageviews and volunteer contributions to Wikipedia increased during the COVID-19 crisis Universal resilience patterns in labor markets
restriction measures	Disparity and Dynamics of Social Distancing Behaviors in Japan: An Investigation of mobile phone mobility data
retailers	Who’s advertising on Low-credibility News Sites?
retraction	Analyzing Online Attention to Retracted Papers
reversal in performance	Winners, Losers, and Future Achievement
Right-wing media	Discursive Themes in German Right-Wing Media
Risk Assessment	Assessing the risk of ``infodemics'' in response to COVID-19 epidemics
role
Roles Embeddings	Community in Times of Pandemic: The Evolution of the r/Covid19 Forum on Reddit
Rotating savings and credit association	Network Analysis of Sarafu Currency System
routes of administration	Nonmedical Opioid Consumption on Reddit: Patterns of Routes of Administration and Drug Tampering
S
Satellite Data
satellite imagery	Counting Cars from Space to Monitor Internal Displacement
satisfaction	Behavioral Correlates of Performance and Satisfaction in Problem-Solving Teams
scales	Validity and Reliability in Sexism Detection
Scholars Mobility	Understanding Scholars’ foraging Behavior in Knowledge Embedded Space
Scholars’ Mobility	Quantifying Patterns of Scholars’ Aggregated Flow among Interacting Subfields
School
Schools	Assessing the effectiveness of non-pharmaceutical COVID-19 intervention measures in schools Spatial & temporal disparities in air pollution exposure at Italian public schools
science of science	Coevolution of policy and science during the pandemic Subfields, gender, and prestige in computer science faculty hiring Quantifying the temporal patterns of interdisciplinarity in scientists' careers Analyzing Online Attention to Retracted Papers Publishing the first patent boosts scientists’ performance Differential Return on Performance Persists the Gender Pay Gap among Faculty A labor advantage drives the greater productivity of faculty at elite universities Teams with unexpected collaboration between institutions are associated with higher impact The interplay between migration, gender, career stages, and citations: Evidence on German-affiliated researchers from Scopus Different collaboration patterns and impact of prominent researchers in Europe and North America Embedding the disciplinary structure of physics Citation And Gender Diversity In Research Acknowledgement Networks With Reciprocity
Science studies	The interplay between migration, gender, career stages, and citations: Evidence on German-affiliated researchers from Scopus
Scientific Behavior	Understanding Scholars’ foraging Behavior in Knowledge Embedded Space
Scientific Career	Quantifying the temporal patterns of interdisciplinarity in scientists' careers
Scientific Collaboration	Teams with unexpected collaboration between institutions are associated with higher impact
Scientists’ Careers	Publishing the first patent boosts scientists’ performance
scientometrics	Measuring academic reputation: peer review versus bibliometrics
SDGs	Counting Cars from Space to Monitor Internal Displacement
search data	Auto-Complete: Hidden Recommendation Engine
search engine logs	Calibration of Google Trends Time Series with Google Trends Anchor Bank
search engines	Web Search Behaviour and Individual Demographics: Observational Evidence from Switzerland and Germany
search log analysis	Calibration of Google Trends Time Series with Google Trends Anchor Bank
seeded topic modeling	Eras of understanding: Turning Points in the Swedish Immigration Discourse 1945-2019
segregation	Spatial concentration of individual social capital in US metropolitan areas Preference for Politically Extreme Others in Retweet Networks
SEIRD model	Response to COVID-19 with Probabilistic Programming
selective exposure	Measuring Selective Exposure: A Systematic Comparison of the Application of Community Detection Algorithms in Theoretical and Empirical Co-exposure Networks
Self-Organizing Map	Profiling Green Citizens with Supervised and Unsupervised Learning: Integration of Socio-demographics and Self-reported Data
Self-reported Behavior and Consumption	Profiling Green Citizens with Supervised and Unsupervised Learning: Integration of Socio-demographics and Self-reported Data
semantic network	Evaluating the Impacts of Ideological Campaign on Social Media Information in times of COVID19: traditional media vs. on-line social networks
Semantic networks	Colexification networks encode affective meaning
semantic role analysis	Characterizing Partisan Political Narratives about COVID-19 on Twitter
semantic structure	Network Evolution of Scholarly Communication on CRISPR Gene Editing
sentence embeddings	Claim Matching Beyond English to Scale Global Fact-Checking
sentiment	Validating social media macroscopes of emotions
sentiment analysis	What drives anti-immigrant sentiments online? A novel approach using Twitter Anti-China sentiments during the COVID-19 pandemic: An analysis using deep learning methods Sentiments and Information Diffusion on Social Media: A Curvilinear Relationship On a pitfall of measurements in computational social science A time series analysis of mobile and social media text messages for event detection Emotional presidency: A temporal sentiment analysis of political twitters Extremist Propaganda on Instagram A time series analysis of r/CoronavirusUK and r/CoronavirusUS subreddit volume and sentiment
Sentiment Detection	On the Validity and Reliability of Measuring Political Approval from Tweets
sentiment lexicon expansion	Colexification networks encode affective meaning
sentiments	Can Social Signals Predict Bitcoin Price Fluctuations?
Sequential decision-making	Learning Best Practices: Can Machine Learning Improve Human Decision-Making?
service allocation	Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation
sexism	Validity and Reliability in Sexism Detection Trouble in Programmers Paradise: Gender Biases in Technical Knowledge on Stack Overflow
Sexual health	Subscribing to Sexual Health Content on YouTube: An Exploratory Analysis of Prevalent Topics among 2018-2019 YouTube Videos
Shadow Economy	Dark Web Marketplaces and COVID-19
Shadowban	An audit of Twitter's shadow ban sanctions in the United States
Signed network	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
similarity measures	Information in times of COVID19: traditional media vs. on-line social networks
simulation	Measuring Selective Exposure: A Systematic Comparison of the Application of Community Detection Algorithms in Theoretical and Empirical Co-exposure Networks Developing and applying sequence-based similarity methods for dynamic audiovisual stimuli
simulations	Producer Exploration Generates Categories without Audiences Structural Resilience and Recovery of a Criminal Network after Disruption: A Simulation Study
small-world	The small-world network of protests
Smartphone behavior
smartphones	Measuring Mobile Media Use
Sneaker design	The Shape of Design History: Exploring Evolution of Sneakers Design at Scale Using Neural Embedding
SNS	Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era
Social bubbles
social e-commerce
social exchange	Inferring Ten Social Dimensions of Conversations and Relationships
Social groups	How Different types of Online Group Membership Affects Addiction Recovery Progress Tracking parent identity development in online forum posts
social identity	A Method to Analyze the Multiple Social Identities in Twitter Bios
social inequality	Subfields, gender, and prestige in computer science faculty hiring
social influence	How Incidental Similarities Reduce Polarization on Partisan Topics: The Case of Wealth Redistribution by the Government Estimating Community Feedback Effect on Topic Choice in Social Media An Experimental Study of the Effectiveness of Crowd Signals in Online Fundraising YouTube Mukbang Videos Assimilate Eastern and Western Cultures Over Time
social learning	Scientific Collaboration Networks and Knowledge Diffusion under the COVID19 When do Social Learners Affect Collective Performance Negatively? The Predictions of a Dynamical-System Model
social media	Multi-task multi-lingual hate speech detection Modeling the framing of immigration on social media Quantifying Online Political Echo Chambers with Community Embeddings Characterizing Partisan Political Narratives about COVID-19 on Twitter What drives anti-immigrant sentiments online? A novel approach using Twitter Multimethod Analysis of Social Sharing During an Ongoing Collective Crisis A New Surrogate Metric to Measure Political Persuasion Online Tweeting, or Posting, that is the question: Measuring the Platform Effect in Political Campaigns in the UK On the Validity and Reliability of Measuring Political Approval from Tweets TED-On: An Error Framework for Digital Traces of Human on Online Platforms Estimating Community Feedback Effect on Topic Choice in Social Media Harder, better, faster, stronger cascades -- or simply larger? Destination image of museums through social media lens #JusticeForGeorgeFloyd: How Instagram Facilitated the George Floyd Protests Collective Emotions during the COVID-19 Outbreak Evaluating the Impacts of Ideological Campaign on Social Media Tiplines to Combat Misinformation on Encrypted Platforms: A Case Study of the 2019 Indian Election on WhatsApp Preference for Politically Extreme Others in Retweet Networks Epidemic proximity and imitation dynamics drive infodemic waves during the COVID-19 pandemic Tracking parent identity development in online forum posts The COVID-19 Infodemic: Twitter versus Facebook Reply and Reaction: How Interactive Features Regulate Communication Dynamics on Social Media Preaching to Social Media: Effects of Turkey's Friday Khutbas on Twitter Conversation Graphs in Online Social Media Sentiments and Information Diffusion on Social Media: A Curvilinear Relationship Estimating Individual Socioeconomic Status of Twitter Users Measuring Competition in the Attention Economy: Evidence from Social Media Cognitive reflection correlates with behavior on Twitter Shared partisanship dramatically increases social tie formation in a Twitter field experiment Perverse Downstream Consequences of Debunking Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic A time series analysis of r/CoronavirusUK and r/CoronavirusUS subreddit volume and sentiment Computational Methods for Comparing Discourses Exploring Who is Responsible for the Spread of COVID-19 Misinformation on Twitter Opinion Polarization on COVID-19 Measures: Integrating Surveys and Social Media Data Anti-Vax Strategy in the Reply Behavior on Social Media
social media advertising	Measuring Cultural Distance between Countries using Facebook Data: The case of food as a cultural marker
social media analysis	Uncovering the structure of the French media ecosystem ?
Social Media Analytics	Finding Coordinated Amplification on Twitter with dSNA Extremist Propaganda on Instagram
social movement	Evaluating Twitter Data Collection Methodologies for Political Science Research
social movements	#JusticeForGeorgeFloyd: How Instagram Facilitated the George Floyd Protests Online Social Movements Dynamics in Ideological Spaces
social network	Bridging Nations: Quantifying the Influence of Multilinguals in the European Twitter Network People, Places, and Ties: Landscape of social places and their social network structures
Social Network Analysis	Online Social Movements Dynamics in Ideological Spaces Network Analysis of Sarafu Currency System Emergence of inequality in a complementary currency system Understanding Online Hacktivist Groups: A Case Study into the Anonymous Collective
Social networks	Data filtering and classification for the identification of texts related to security in Bogotá Colombia Sentiments and Information Diffusion on Social Media: A Curvilinear Relationship Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance Measuring Anonymity in Complex Networks Analyzing Topic Transitions in Text-based Social Cascades using Dual-Network Hawkes Process
Social Norms	Computational Modeling of Intimacy in Language and Social Norms in Interpersonal Communications
Social physics	Evolution of Kinship Structures Driven by Marriage Tie and Competition
Social Place	People, Places, and Ties: Landscape of social places and their social network structures
social platforms	"Imagine All the People": Characterizing Social Music Sharing on Reddit Measuring Alignment of Online Grassroots Political Communities with Political Campaigns
social psychology	Developing a Behavioural Typology of Social Identities A Method to Analyze the Multiple Social Identities in Twitter Bios
social recommendation
Social Sharing	Multimethod Analysis of Social Sharing During an Ongoing Collective Crisis
Social stratification	Linking COVID-19 perception with socioeconomic conditions using Twitter data
Social structure	The Structure of Toxic Conversations on Twitter
social support	Opioid addiction recovery on Reddit: behavioral shift and social support
social systems	Information Foraging and the Attention Economy
Social Web	Live monitoring 4chan Discussion Threads
social-networks	Simulating systematic errors in attributed networks
Socially endogenous inferences	Jump bidding in online auctions: An in vivo experiment
Socio-demographics	Profiling Green Citizens with Supervised and Unsupervised Learning: Integration of Socio-demographics and Self-reported Data
socio-technical networks	Quantifying the effect of social media networks on the success of entrepreneurs
Socioeconomic disparities	The Socioeconomic Mobility Gap: Disparities in the COVID-19 Pandemic
socioeconomic status	Estimating Individual Socioeconomic Status of Twitter Users
sociology	How common is common sense? Measuring academic reputation: peer review versus bibliometrics
sociology of science	Scientific Collaboration Networks and Knowledge Diffusion under the COVID19
software development	From code to market: Network of developers and correlated returns of cryptocurrencies
Software Engineering	Representing Repositories in the Open-Source Ecosystem
South-American Protests	Exploring Polarization of Users Behavior on Twitter During the 2019 South American Protests
Spatial Analysis	On The Interplay Between Educational Attainment and Nutrition: A Spatially-Aware Perspective Spatial & temporal disparities in air pollution exposure at Italian public schools
spatial microsimulation	Modelling Internal Migration with Cellular Automata in a Demographic Microsimulation
spatial network	Spatial concentration of individual social capital in US metropolitan areas The emergence of hierarchy in spatial diffusion over the life-cycle of innovations The effect of commuting on the income assortativityof social network ties
Spatial networks	Assessing access inequality in American cities using amenity consumption patterns
speaker attribution	Quotebank: A Corpus of Quotations from a Decade of News
Stack Exchange	Sustainability of Stack Exchange Q&A communities: the role of social cohesion and trust
Stance Detection	On the Validity and Reliability of Measuring Political Approval from Tweets
statistical disclosure control	Measuring Anonymity in Complex Networks
stochastic actor-oriented models	Structural Resilience and Recovery of a Criminal Network after Disruption: A Simulation Study
Stochastic Block Model	Uncovering the structure of the French media ecosystem ? Data Science of Judicial Decisions for Evidence-Based Housing policies in Spain
Stochastic block models	Different collaboration patterns and impact of prominent researchers in Europe and North America
stochastic modeling	Power-law intensity distributions in linear and nonlinear self-excited Hawkes processes
Strategy	Anti-Vax Strategy in the Reply Behavior on Social Media
Strava	Understanding the determinants of gender gap in cycling
string distance	Developing and applying sequence-based similarity methods for dynamic audiovisual stimuli
structural topic modeling	Subscribing to Sexual Health Content on YouTube: An Exploratory Analysis of Prevalent Topics among 2018-2019 YouTube Videos
Stylometry	Learning Personalized Models of Human Behavior in Chess
subscription	Quantifying the Creator Economy: A Large-Scale Analysis of Patreon
supervised machines learning	An Automated Method to Classify Users in Twitter Event Data
surrogate metrics	A New Surrogate Metric to Measure Political Persuasion Online
survey	``Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsApp Groups Validating social media macroscopes of emotions
Survey Data	Profiling Green Citizens with Supervised and Unsupervised Learning: Integration of Socio-demographics and Self-reported Data Non-Use of Online News – Evidence from the Parallel Application of two Computational Methods that are Based on a Combination of Tracking, Web, and Survey Data
survey methodology	TED-On: An Error Framework for Digital Traces of Human on Online Platforms
Surveys	Global gender differences in Wikipedia readership Differentially Private Propensity Scores for Bias Correction Opinion Polarization on COVID-19 Measures: Integrating Surveys and Social Media Data
survival model	How Different types of Online Group Membership Affects Addiction Recovery Progress
sustainability of Q&A communities	Sustainability of Stack Exchange Q&A communities: the role of social cohesion and trust
System dynamics	Long-term costs of corporate tax avoidance at the country level
system dynamics simulation	Modeling Yellowstone Trophic Cascades
Systematic inequality	The dynamics of faculty hiring networks
T
Tax avoidance	Long-term costs of corporate tax avoidance at the country level
team communication	Behavioral Correlates of Performance and Satisfaction in Problem-Solving Teams
team dynamics	My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction
Team Science	Teams with unexpected collaboration between institutions are associated with higher impact
team viability	My Team Will Go On: Differentiating High and Low Viability Teams through Team Interaction
Teams	Quantifying Gender Disparities in Economics Research
Technologies	Technological Complementarity:the Division of Know-how and the Future of Work
technology and business model	Novelty and New Venture Success
Telegram	A Longitudinal Exploration of the Far-right Information Ecosystem on Telegram
Temporal Networks	Community in Times of Pandemic: The Evolution of the r/Covid19 Forum on Reddit
text analysis	Multi-task multi-lingual hate speech detection Demographic Bias in Named Entity Recognition Modeling the framing of immigration on social media Tweeting, or Posting, that is the question: Measuring the Platform Effect in Political Campaigns in the UK Collective Emotions during the COVID-19 Outbreak Novelty and New Venture Success What's in a Name? Gender Equality Progress in Javanese Society Data Science of Judicial Decisions for Evidence-Based Housing policies in Spain Understanding the gender pay gap in the online freelance marketplace Emotional presidency: A temporal sentiment analysis of political twitters How “Reform” has been Reformed: Tracing Chinese Leaders’ Policy Positions using Word Embeddings Informativeness of user-written game reviews
Text Cascades	Analyzing Topic Transitions in Text-based Social Cascades using Dual-Network Hawkes Process
text classification	Using Deep Learning to Identify Government Responses to COVID-19 in International Media - Testing Transfer Learning on a Social Science Use-Case
text mining	How Many Russian Women Are Murdered by Partners and Relatives: Evidence from Text Analysis of Court Decisions The universal moral saturation on digital content engagement Is Rap still Tough? The Dynamics of Masculinities Expressions in American Rap. Unique in what sense? Heterogeneous relationships between uniqueness and popularity in music
text network analysis	Network Evolution of Scholarly Communication on CRISPR Gene Editing
Text-as-data analysis	Preaching to Social Media: Effects of Turkey's Friday Khutbas on Twitter
text-mining	“Russian vaccine will be good for our politicians; I want Pfizer” – Changing narratives of vaccination in Hungary
textual markers	Inferring Ten Social Dimensions of Conversations and Relationships
the science of science	Network Evolution of Scholarly Communication on CRISPR Gene Editing
theme parks	Children’s Occupational Preferences: Evidence from a Theme Park Behavior Logs
Third Place	People, Places, and Ties: Landscape of social places and their social network structures
Tie Valence	A Multi-Stage Learning Model for Predicting Tie Valence in Organizations
Time series	A time series analysis of r/CoronavirusUK and r/CoronavirusUS subreddit volume and sentiment
Time series analysis	Emotional presidency: A temporal sentiment analysis of political twitters
time series prediction	Modeling the Spread of Fake News on Twitter
time use	Measuring Competition in the Attention Economy: Evidence from Social Media
Time-varying Networks	Leveraging dynamic heterogenous networks to study transnational issue publics
topic continuation	Estimating Community Feedback Effect on Topic Choice in Social Media
topic detection	Information in times of COVID19: traditional media vs. on-line social networks
topic modeling	How Ideas Spread? Analyzing Growth and Diffusion of Topics in Event-based Social Network Data Science of Judicial Decisions for Evidence-Based Housing policies in Spain Identifying individuals using topic patterns of Instagram photos How State-Controlled Media in Authoritarian Settings Affect News Content: Text as Data Analysis Computational Methods for Comparing Discourses Is Rap still Tough? The Dynamics of Masculinities Expressions in American Rap. Leveraging dynamic heterogenous networks to study transnational issue publics Linking COVID-19 perception with socioeconomic conditions using Twitter data
topic modelling	Sounds like meritocracy to my ears: Exploring the link between inequality in popular music and private culture Should They Stay or Should They Go? A Comparative Computational Analysis of the Salience and Framing of Eastern European Migrants in the French, German and UK Press, 2004-19
topic models	Discursive Themes in German Right-Wing Media
Toxicity	Political Discussion is Abundant in non-political Subreddits (and Less Toxic) The Structure of Toxic Conversations on Twitter
trading	From code to market: Network of developers and correlated returns of cryptocurrencies
Transfer Learning	Predicting the New from the Old: Transfer Learning for Rising Chinese Artists from the Established Global Artists
transmission chain	Human biases limit algorithmic boosting of cultural evolution.
transnational advocacy network	Network Agenda Setting between NGOs and Media on Twitter around COP25
Transnationalisation	Leveraging dynamic heterogenous networks to study transnational issue publics
transportation	Improving vehicles' emissions reduction policies by targeting gross polluters
treatment effect	Estimating Community Feedback Effect on Topic Choice in Social Media
trends	Ephemeral Astroturfing Attacks: The Case of Fake Twitter Trends
trophic cascades	Modeling Yellowstone Trophic Cascades
trust	The relation between international Airbnb experience and cross-national trust Analysis of COVID-19 Vaccination Willingness Based on the Initial Trust Model of ELM
Tunnel Vision	Impact of Herd Behavior and Visual Field of Agents on Crowd Evacuation Decisions
Turkey	Preaching to Social Media: Effects of Turkey's Friday Khutbas on Twitter
turning points	Eras of understanding: Turning Points in the Swedish Immigration Discourse 1945-2019
tutors	Understanding the gender pay gap in the online freelance marketplace
Twitter	An Automated Method to Classify Users in Twitter Event Data Communicating Across Political Divides on Social Media Data filtering and classification for the identification of texts related to security in Bogotá Colombia What drives anti-immigrant sentiments online? A novel approach using Twitter An audit of Twitter's shadow ban sanctions in the United States An evolutionary model for the spread of information on Twitter Agency in Online Climate Change Discourse Modeling the Spread of Fake News on Twitter Assessing the risk of ``infodemics'' in response to COVID-19 epidemics Network Agenda Setting between NGOs and Media on Twitter around COP25 Cognitive reflection correlates with behavior on Twitter Shared partisanship dramatically increases social tie formation in a Twitter field experiment Perverse Downstream Consequences of Debunking Can Social Signals Predict Bitcoin Price Fluctuations? The Structure of Toxic Conversations on Twitter The influence of misinformation on U.S. COVID-19 vaccinations Comparable Analysis of News Diffusion between Mainstream and Alternative Media in Twitter Ephemeral Astroturfing Attacks: The Case of Fake Twitter Trends Information in times of COVID19: traditional media vs. on-line social networks Influence Dynamics in Diet-Climate Discourse: The Case of Veganuary 2019 on Twitter Exploring Who is Responsible for the Spread of COVID-19 Misinformation on Twitter Linking COVID-19 perception with socioeconomic conditions using Twitter data Understanding Online Hacktivist Groups: A Case Study into the Anonymous Collective Why it is important to consider negative ties when studying polarized debates on Twitter Adoption of Twitter’s New Length Limit: Is 280 the New 140? A Method to Analyze the Multiple Social Identities in Twitter Bios
twitter data	Spatial concentration of individual social capital in US metropolitan areas Evaluating Twitter Data Collection Methodologies for Political Science Research
U
uncertainty	Simulating systematic errors in attributed networks How the turntables: Estimating spatiotemporal impact of NPIs in a large-scale artificial city
underspecification	Implications of Underspecification on Neural Network Interpretability
Uniqueness
United States	What can Administrative Data tell us about Service Allocation to American Foster Youth?
university	Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study
Unsupervised clustering	The Shape of Design History: Exploring Evolution of Sneakers Design at Scale Using Neural Embedding
upward occupational mobility	Human Capital and the Upward Occupational Mobility of Chinese Rural Migrant Workers
urban	Distribution of neighbourhood size in cities
urban computing	A Study on Forecasting Residential Displacement in a U.S. City
Urban Inequality	Assessing access inequality in American cities using amenity consumption patterns
urban science	Universal resilience patterns in labor markets
urban segregation	The effect of commuting on the income assortativityof social network ties
US Congress	Identifying splinter coalitions in the US House of Representatives by optimally partitioning signed networks based on generalized balance
US politics	Affective Polarization on Reddit
User behavior	Examining Radical Content on YouTube
user behaviour	Web Search Behaviour and Individual Demographics: Observational Evidence from Switzerland and Germany
user classification	An Automated Method to Classify Users in Twitter Event Data
User comments	Cross-platform analysis of user comments in YouTube videos linked on Reddit's conspiracy theory forum
user diversity	Quantifying the Creator Economy: A Large-Scale Analysis of Patreon
user engagement	A Large Scale Study of Reader Interactions with Images on Wikipedia On the Value of Wikipedia as a Gateway to the Web
User modeling	To Recommend or Not? A Model-Based Comparison of Item-Matching Processes On the Value of Wikipedia as a Gateway to the Web
user study	An Experimental Study of the Effectiveness of Crowd Signals in Online Fundraising
User-Generated Reviews	Informativeness of user-written game reviews
users	Adoption of Twitter’s New Length Limit: Is 280 the New 140?
V
vaccination	Analysis of COVID-19 Vaccination Willingness Based on the Initial Trust Model of ELM “Russian vaccine will be good for our politicians; I want Pfizer” – Changing narratives of vaccination in Hungary
Vaccine	Anti-Vax Strategy in the Reply Behavior on Social Media
vaccines	The influence of misinformation on U.S. COVID-19 vaccinations
Validity	On the Validity and Reliability of Measuring Political Approval from Tweets
video	The Pervasive Presence of Chinese Government Content on Douyin Trending Videos
Video Analysis	Impact of Herd Behavior and Visual Field of Agents on Crowd Evacuation Decisions
Video Games	Informativeness of user-written game reviews
visual analytics	Comparing techniques to reduce networks of ethnographic codes co-occurrence
W
web experiment	Reply and Reaction: How Interactive Features Regulate Communication Dynamics on Social Media
web search	Web Search Behaviour and Individual Demographics: Observational Evidence from Switzerland and Germany
web tracking	Non-Use of Online News – Evidence from the Parallel Application of two Computational Methods that are Based on a Combination of Tracking, Web, and Survey Data Web Search Behaviour and Individual Demographics: Observational Evidence from Switzerland and Germany
web-scraped data	The Choice to Discriminate: How Source of Income Discrimination Constrains Opportunity for Housing Choice Voucher Holders
Weibo	Evaluating the Impacts of Ideological Campaign on Social Media
welfare measurement	Measuring Competition in the Attention Economy: Evidence from Social Media
well-being	The Computational Turn in Online Mental Health Research: A Systematic Review
WhatsApp	``Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsApp Groups
Wikipedia	Global gender differences in Wikipedia readership A Large Scale Study of Reader Interactions with Images on Wikipedia Pageviews and volunteer contributions to Wikipedia increased during the COVID-19 crisis On the Value of Wikipedia as a Gateway to the Web
winners	Winners, Losers, and Future Achievement
wisdom of the crowd	When do Social Learners Affect Collective Performance Negatively? The Predictions of a Dynamical-System Model
wolf management	Modeling Yellowstone Trophic Cascades
word embedding	Nonmedical Opioid Consumption on Reddit: Patterns of Routes of Administration and Drug Tampering
Word embeddings	How “Reform” has been Reformed: Tracing Chinese Leaders’ Policy Positions using Word Embeddings
working hours	Digital traces reveal the gender gap of flexible workers: women work less in the evenings
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xAI	Characterizing Human Preferences for Interpretability in Artificial Intelligence
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Yellowstone wolves	Modeling Yellowstone Trophic Cascades
YouGov	Political audience diversity and news reliability in algorithmic ranking
YouTube	Examining Radical Content on YouTube Subscribing to Sexual Health Content on YouTube: An Exploratory Analysis of Prevalent Topics among 2018-2019 YouTube Videos Exploring Topical Filter Bubble: An Audit Study of YouTube Recommendations YouTube Mukbang Videos Assimilate Eastern and Western Cultures Over Time
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Zipf	Distribution of neighbourhood size in cities

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