Publications

Chen, X. & Gao, Xinchuchu. “Beyond the Dichotomy of Hard and Soft Power: A Case Study of the EU’s Naval Engagement in the Indo-Pacific.” The EU in a Globalized World. Routledge, 2024.

Haddad, Malik & Sanders, David A. “A hybrid approach to evaluate employee performance using MCDA and artificial neural networks.” International Journal of Management and Decision Making, 23(1), 2024.

Alikhani, Malihe & Hassan, Sabit. “D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias.” arXiv, 2023.

Alikhani, Malihe, et al. “How Old is GPT?: The HumBEL Framework for Evaluating Language Models using Human Demographic Dat.” arXiv, 2023.

Alikhani, Malihe, et al. “How people talk about each other: Modeling Generalized Intergroup Bias and Emotion.” Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023.

Alikhani, Malihe, et al. “Image–text coherence and its implications for multimodal AI.” Frontiers in Artificial Intelligence, 2023.

Alikhani, Malihe, et al. “Learning Multimodal Cues of Children’s Uncertainty.” Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023.

Alikhani, Malihe, et al. “MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations.” arXiv, 2023.

Alikhani, Malihe, et al. “Multilingual Content Moderation: A Case Study on Reddit.” arXiv, 2023.

Alikhani, Malihe, & Sicilia, Anthony. “Learning to generate equitable text in dialogue from biased training data.” arXiv, 2023.

Amir, Silvio, et al. “An Example of (Too Much) Hyper-Parameter Tuning In Suicide Ideation Detection.” Proceedings of the International AAAI Conference on Web and Social Media, 2023.

Amir, Silvio, et al.“Redhot: A corpus of annotated medical questions, experiences, and claims on social media.” arXiv, 2022.

Amir, Silvio, et al. “Revisiting relation extraction in the era of large language models.” arXiv, (2023).

Amir, Silvio, et al. “Semeval-2023 task 8: Causal medical claim identification and related pio frame extraction from social media posts.” Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023.

Ayers, Oliver & Whitworth, William. “Mapping Black London in World War II: A Staged Approach to Digital Spatial History.” Digital Scholarship in the Humanities, 2022.

Beauchamp, Nicholas, Lazer, David, et al. “How expertise mediates the effects of numerical and textual communication on individual and collective accuracy.” Decision, 2023.

Bhargava, Rahul, et al. “The Other Infodemic: Media Misinformation about Involuntary Commitment for Substance Use.” Journal of Addiction Medicine, 2023.

Bhargava, Rahul, et al. “Towards Intersectional Feminist and Participatory ML: A Case Study in Supporting Feminicide Counterdata Collection.” ACM Conference on Fairness, Accountability, and Transparency, 2023.

Bhargava, Rahul. “Teaching Data that Matters.” In Data Cultures in Higher Education: Emergent Practices and the Challenge Ahead, Springer Publishing, 2023.

Chen, X, et al. “Strategic narratives of Russia’s war in Ukraine: perspectives from China.” Policy Studies, 2023.

Chung, Myojung, et al. “AI as an Apolitical Referee: Using Alternative Sources to Decrease Partisan Biases in the Processing of Fact-Checking Messages.” Digital Journalism, 2023.

Chung, Myojung, et al. “Another Point of View: Scholarly Responses to the State of Third-Person Research.” Mass Communication and Society 26(3), 2023.

Chung, Myojung, et al. “Examining the Role of Distrusst in Science and Social Media Use: Effects on Susceptibility to COVID Misperceptions with Panel Data.” Mass Communication and Society, 2023.

Chung, Myojung. “Share to stop the harm: How social media metrics drive sharing of fact-checking messages via first-person perception.” Mass Communication & Society, 2023.

Chung, Myojung. “What’s in the black box? How Algorithmic knowledge encourages corrective and restrictive actions to counter misinformation in the U.S., U.K., South Korea, and Mexico.” Internet Research, 2023.

Dunne, Cody, et al. “A collection of benchmark datasets for evaluating graph layout algorithms.” Poster at Graph Drawing and Network Visualization—GD Posters, 2023.

Dunne, Cody, et al. “Ask and you shall receive (a graphic drawing): Testing ChatGPT’s potential to apply graphic layout algorithms.” Proc. EuroVis Conference on Visualization—EuroVis, 2023.

Dunne, Cody, et al. “Indy Survey Tool: A framework to unearth correlations in survey data.” In Proc. IEEE Visualization Conference—VIS, 2023.

Dunne, Cody, et al. “Investigating the visual utility of differentially private scatterplots.” IEEE Transactions on Visualization and Computer Graphics—TVCG, 2023.

Dunne, Cody, et al. “Through their eyes and in their shoes: providing group awareness during collaboration across virtual reality and desktop platforms.” In Proc. CHI Conference on Human Factors in Computing Systems—CHI, 2023.

Dunne, Cody, et al. “Unraveling the design space of immersive analytics: a systematic review.” IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG, 2023.

Dunne, Cody, Syeda, U.H., & Borkin, M.A. “Process and pitfalls of online teaching and learning with Design Study ‘Lite’ Methodology: A retrospective analysis.” Computer Graphics Forum—EuroVis/CGF, 2023.

Eliassi-Rad, Tina, et al. “AI-Bind: Improving Binding Predictions for Novel Protein Targets and Ligands.” Nature Communications, 2023.

Eliassi-Rad, Tina, et al. “Attacking Shortest Paths by Cutting Edges.” ACM Transactions on Knowledge Discovery in Data, 2023.

Eliassi-Rad, Tina, et al. “Modeling SelfPropagating Malware with Epidemiological Models.” Applied Network Science, 2023.

Eliassi-Rad, Tina, et al. “Neuroscience Needs Network Science.” Journal of Neuroscience, 2023.

Eliassi-Rad, Tina, et al. “Optimal Intervention on Weighted Networks via Edge Centrality.” Proceedings of the 2023 SIAM International Conference on Data Mining (SDM), 2023.

Eliassi-Rad, Tina & Lui, David. “STABLE: Identifying and Mitigating Instability in Embeddings of the Degenerate Core.” Proceedings of the 2023 SIAM International Conference on Data Mining (SDM), 2023.

Eliassi-Rad, Tina, et al. “TenGAN: Adversarially Generating Multiplex Tensor Graphs.” Data Mining and Knowledge Discovery, 2023.

Eliassi-Rad, Tina, et al. “The COVID-19 pandemic amplified long-standing racial disparities in the United States criminal justice system.” Nature, 2023.

Eliassi-Rad, Tina, et al. “Using sequences of life-events to predict human lives.” Nature Computational Science, 2023.

Evalyn, Lawrence. “Measuring the Uneven Digitization of Historical Literature.” Digital Humanities Conference Proceedings, 2023.

Evalyn, Lawrence. “Romantic Reconfigurations in the Poetry of Charlotte Smith, William Wordsworth, and William Gilbert.” Eighteenth Century Fiction, 2023.

Flanders, Julia. “Digital Methodologies for Early Modern Women’s Writing.” In The Oxford Handbook of Early Modern Women’s Writing, 1540-1680, Oxford University Press, 2023.

Flanders, Julia. “Jobs, Roles, Skills, and Tools: Working in the Digital Academy.” In On Making in the Digital Humanities: Essays on the Scholarship of Digital Humanities Development in Honour of John Bradley, University of Chicago Press, 2023.

Foucault Welles, Brooke, et al. “Say Their Names: Resurgence in the collective attention toward Black victims of fatal police violence following the death of George Floyd.” Plos one, 2023.

Gillani, Nabeel, et al. “All a-board: sharing educational data science research with school districts.” L@S ’23: Proceedings of the Tenth ACM Conference on Learning @ Scale, 2023.

Gillani, Nabeel & Eynon, R. “Understanding and improving social factors in education: a computational social science approach.” Handbook of Computational Social Science, 2023.

Gillani, Nabeel, et al. “Redrawing attendance boundaries to promote racial and ethnic diversity in elementary schools.” Educational Researcher 52(6), 2023.

Gillani, Nabeel, et al. “Unpacked the ‘Black Box’ of AI in K12 education.” Educational Technology & Society 26(1), 2023.

Haddad, Malik, et al. “Unconventional Reservoir Characterization and Formation Evaluation: A Case Study of a Tight Standstone Reservoir in West Africa.” Energies 12(22), 2023.

Heckman, Meg & Bastia, Arden. “Expecting Advice: Reproductive Health and Consciousness Raising in the Boston Globe’s Confidential Chat Column.” Journalism History, 2023.

Kitagawa, Risa & Shen-Bayh, Fiona. “Measuring Political Narratives in African News Media: A Word Embeddings Approach.” The Journal of Politics, 2023.

Lazer, David, et al. “Association of post–COVID-19 condition symptoms and employment status.” JAMA network open, 2023.

Lazer, David, et al. “A 50-state survey study of thoughts of suicide and social isolation among older adults in the United States.” Journal of Affective Disorders, 2023.

Lazer, David, et al. “Asymmetric ideological segregation in exposure to political news on Facebook.” Science, 2023.

Lazer, David, et al. “Community mobility and depressive symptoms during the COVID-19 pandemic in the United States.” JAMA network open, 2023.

Lazer, David, et al. “Depressive symptoms and conspiracy beliefs.” Applied Cognitive Psychology, 2023.

Lazer, David, et al. “Enhancing the ethics of user-sourced online data collection and sharing.” Nature Computational Science, 2023.

Lazer, David, et al. “How do social media feed algorithms affect attitudes and behavior in an election campaign?.” Science, 2023.

Lazer, David, et al. “Like-minded sources on Facebook are prevalent but not polarizing.” Nature, 2023.

Lazer, David, et al. “Media use and vaccine resistance.” PNAS nexus, 2023.

Lazer, David, et al. “Misinformation, trust, and use of ivermectin and hydroxychloroquine for COVID-19.” JAMA Health Forum, 2023.

Lazer, David, et al. “Reshares on social media amplify political news but do not detectably affect beliefs or opinions.” Science, 2023.

Lazer, David, et al. “Pathways of Peer Influence on Major Choice.” Social Forces, 2023.

Lazer, David, et al. “Users choose to engage with more partisan news than they are exposed to on Google Search.” Nature, 2023.

Lazer, David, et al. “Using general messages to persuade on a politicized scientific issue.” British Journal of Political Science, 2023.

McMillan, Cassie, et al. “Adolescent Friendship, Cross-Sexuality Ties, and Attitudes Toward Sexual Minorities: A Social Network Approach to Intergroup Contact.” Social Science Research 114, 2023.

McMillan, Cassie, et al. “Changing Contexts: A Quasi-Experiment Examining Adolescent Delinquency and the Transition to High School.” Criminology 61, 2023.

McMillan, Cassie & Freelin, Brittany N. “School Transitions, Peer Processes, and Delinquency: A Social Network Approach to Turning Points in Adolescence.” Journal of Research in Crime and Delinquency, 2023.

Modestino, Alicia & Paulsen, Richard. “School’s out: How summer youth employment programs impact academic outcomes.” Education Finance and Policy, 2023.

Mohammed, Shariq A. R. “Perception and Reality of Sustainable Urban Development in India.” Sustainability and Climate Change, 2023.

Muzny, Felix & Shah, Michael D. “Teaching Assistant Training: An Adjustable Curriculum for Computing Disciplines.” In Proceedings of the 54th ACM Technical Symposium on Computing Science Education V.1., 2023.

O’Brien, Daniel T. & Ciomek, Alex. “Whence the Action? The Persistence and Aggravation of Violent Crime at Addresses, Streets, and Neighborhoods.” Journal of Research in Crime and Delinquency, 2023.

O’Brien, Daniel T. & Hangen, Forrest. “The choice to discriminate: How source of income discrimination constrains opportunity for housing choice voucher holders.” Urban Affairs Review, 2023.

O’Brien, Daniel T., et al. “Strategies and inequities in balancing recreation and COVID exposure when visiting green spaces.” Environment and Planning B: Urban Analytics and City Science, 2023.

O’Brien, Daniel T., et al. “The Emergence and Evolution of Problematic Properties: Onset, Persistence, Aggravation, and Desistance.” Journal of Quantitative Criminology, 2023.

Offenhuber, Dietmar, et al. “Making with Data (and Beyond).” Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023.

Offenhuber, Dietmar, et al. “The Tactile Dimension: A Method for Physicalizing Touch Behaviors.” Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023.

Offenhuber, Dietmar, & Mountford, Joy. “Reconsidering Representation in College Design Curricula.” She Ji: The Journal of Design, Economics, and Innovation 9.2, 2023.

Pan, Y.C., et al. “Readiness for Enterprise Social Media: A Multi-Country Investigation of User Cultural Values and Intention to USe.” Journal of Global Information Technology Management 26(2), 2023.

Pan, Y.C., Joel-Edgar, S., & Jacobs, A. “Are you in or not? A study into student intention to use immersive metaverse for learning.” In Proceedings of the UK Academy for Information Systems Conference, 2023.

Parr, Jessica. “Geospatial Technology in Mapping Black Thought in the Age of Revolution.” In Mark Boonshaft et al.’s Age of Revolutions in the Digital Age, Cornell University Press, 2023.

Riedl, Christoph, et al. “Collective attention and collective intelligence: The role of hierarchy and team gender composition.” Organization Science, 2023.

Riedl, Christoph & Fulker, Zachary. “Who wants to cooperate-and why? Attitude and perception of crowd workers in online labor markets.” arXiv, 2023.

Safarpour, Alauna. “Americans in former Confederate states more likely to say violent protest against government is justified, 160 years after Gettysburg.” The Conversation, 2023.

Sandoval Olascoaga, Carlos, et al. “Drawing Together: Computing for Scalable Community Participation in Urban Design.” In Next Generation Technology: Designing for the Common Good. SpringerBriefs in Applied Science and Technology, 2023.

Sandoval Olascoaga, Carlos. “Painting with Data: Visually based open-source tool for geo-computing.” Environment and Planning B: Urban Analytics and City Science 50(9), 2023.

Saxton, Kirsten T. “Troubling White Femininity: Revisiting Delarivier Manley’s The Wife’s Resentment (1720).” Eighteenth-Century Fiction, 2023.

Smith, David A., et al. “Automatic collation for diversifying corpora: Commonly copied texts as distant supervision for handwritten text recognition.” In Computational Humanities Research Conference (CHR), 2023.

Smith, David A., et al. “Computational Approaches to Digitised Historical Newspapers.” Dagstuhl Reports, 2023.

Smith, David A., et al. “Testing the limits of neural sentence alignment models on classical Greek and Latin texts and translations.” In Computational Humanities Research Conference (CHR), 2023.

Smith, David A., et al. “Querying the past: Automatic source attribution with language models..” In Computational Humanities Research Conference (CHR), 2023.

Smith, David A. & Hou, Liwen. “Detecting Syntactic Change with Pre-trained Transformer Models.” Findings of the Association for Computational Linguistics: EMNLP, 2023.

Smith, David A. & Liu, Shijia. “Tracing accounts of racial terror in historical newspapers.” In New Directions in Analyzing Text as Data (TADA), 2023.

Smith, David A. & Muther, Ryan. “Citations as queries: Source attribution using language models as rerankers.” In SIGIR Workshop on Retrieval-Enhanced Machine Learning (REML), 2023.

Smith, David A. & Wu, Si. “Composition and deformance: Measuring imageability with a text-to-image model.” In Proceedings of the Workshop on Narrative Understanding, 2023.

Smith, David A. & Wu, Si. “The language of US partisan newspapers from 1869 to 1925.” In New Directions in Analyzing Text as Data (TADA), 2023.

Wihbey, John P. & Morrow, Garrett. “Marketplace of Ideas 3.0? A Framework for the Era of Algorithms.” Rich. JL & Tech, 2023.

Wilson, Christo, et al. “Google the Gatekeeper: How Search Components Affect Clicks and Attention.” Proceedings of the International AAAI Conference on Web and Social Media, 2023.

Wilson, Christo, et al. “Subscriptions and external links help drive resentful users to alternative and extremist YouTube channels.” Science Advances, 2023.

Wilson, Christo, et al. “Understanding Dark Patterns in Home IoT Devices.” Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023.

Wilson, Christo, et al. “When Fair Classification Meets Noisy Protected Attributes.” Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023.

Zellner, Moira, et al. “Effectiveness variation of different census outreach activities: An empirical analysis from the state of Illinois using machine learning and user interface technologies for participatory data collection.” Applied Geography 154, 2023.

Zellner, Moira, et al. “Exploring the Barriers to and Potential for Sustainable Transitions in Urban-Rural Systems through Participatory Causal Loop Diagramming of the Food-Energy-Water Nexus.” Land 12.3, 2023.

Alikhani, Malihe, et al. “Cross-modal coherence for text-to-image retrieval.” Proceedings of the AAAI Conference on Artificial Intelligence, 2022.

Alikhani, Malihe, et al. “Getting to YES: The Evolution of the University of Pittsburgh Medical Center Hillman Cancer Center Youth Enjoy Science (YES) Academy.” Journal of STEM outreach, 2022.

Alikhani, Malihe, et al. “How to ask for donations? learning user-specific persuasive dialogue policies through online interactions.” Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, 2022.

Alikhani, Malihe, et al. “Modeling Intensification for Sign Language Generation: A Computational Approach.” arXiv, 2022.

Alikhani, Malihe, et al. “Modeling non-cooperative dialogue: Theoretical and empirical insights.” Transactions of the Association for Computational Linguistics, 2022.

Alikhani, Malihe, et al. “Nareor: The narrative reordering problem.” Proceedings of the AAAI Conference on Artificial Intelligence, 2022.

Alikhani, Malihe, et al. “PAC-bayesian domain adaptation bounds for multiclass learners.” Uncertainty in Artificial Intelligence, PMLR, 2022.

Alikhani, Malihe, et al. “Retrieve, caption, generate: Visual grounding for enhancing commonsense in text generation models.” Proceedings of the AAAI Conference on Artificial Intelligence, 2022.

Alikhani, Malihe & Sicilia, Anthony. “LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue.” arXiv, 2022.

Alikhani, Malihe, et al. “The change that matters in discourse parsing: Estimating the impact of domain shift on parser error.” arXiv, 2022.

Alikhani, Malihe, et al. “Zero-shot Cross-Linguistic Learning of Event Semantics.” arXiv, 2022.

Amir, Silvio, et al. “UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing.” Companion Proceedings of the Web Conference, 2022.

Beauchamp, Nick, et al. “Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation.” arXiv, 2022.

Beauchamp, Nick. “‘This Candle Has No Smell’: Detecting the effect of Covid anosmia on Amazon reviews using Bayesian Vector Autoregression.” Proceedings of the International AAAI Conference on Web and Social Media, 2022.

Beauchamp, Nick, et al. “POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection.” Proceedings of the North American Association for Computational Linguistics, 2022.

Beauchamp, Nick, Ristea, A., et al. “A Multisource Database Tracking the Impact of the COVID-19 Pandemic on the Communities of Boston, MA.” Nature Scientific Data, 2022.

Beauchamp, Nick, et al. “Sentence-level media bias analysis informed by discourse structures.” Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022.

Bhargava, Rahul, et al. “A Multinational Computational Analysis of Hyperlinking in News.” Journalism Practice, 2022.

Bhargava, Rahul, et al. “Data Theatre as an Entry Point to Data Literacy.” Educational Technology & Society 25(4), 2022.

Bhargava, Rahul. “Data Theatre.” In STEM and Theatre Arts Interdisciplinary Integrative Learning: Bridging the Cultures, Palgrave Macmillan, 2022.

Bhargava, Rahul, et al. “News as Data for Activists: a case study in feminicide counterdata production.” Computation + Journalism Conference, 2022.

Bhargava, Rahul, et al. “Taking data feminism to school: A synthesis and review of pre-collegiate data science education projects.” British Journal of Educational Technology, 2022.

Chen, X. “Bridging Normative and Market Power Europe: The EU’s Diffusion of Market-related Norms and Policies in ASEAN.” Journal of European Integration, 2022.

Chen, X., & Gao, X. “Comparing the EU’s and China’s approaches in data governance.” Understanding the EU as a Good Global Actor, 2022.

Chen, X., & Gao, X. “Role enactment and the contestation of global cybersecurity governance.” Defence Studies, 2022.

Chen, X., & Pennisi di Floristella, Angela. “Building resilient supply chains in uncertain times: A comparative study of EU and ASEAN approaches to supply chain resilience.” Asia Europe Journal, 2022.

Chen, X., & Yang, Y. “Contesting Western and Non-Western Approaches to Global Cyber Governance beyond Westlessness.” The International Spectator, 2022.

Chen, X. & Yang, Y. “Different Shades of Norms: Comparing the Approaches of the EU and ASEAN to Cyber Governance.” The International Spectator, 2022.

Chung, Myojung, Heckman, Meg, & Santos, Jody. “This isn’t what the industry should look like anymore”: US Students, Journalists, Harassment and Professional Socialization. Teaching Journalism & Mass Communication 12(2), 2022.

Chung, Myojung, & John Wihbey. “Social media regulation, third-person effect, and public views: A comparative study of the United States, the United Kingdom, South Korea, and Mexico.” New Media & Society, 2022.

Cody Dunne & Lonni Besancon. “DyStopia: Into a potential future of IEEE VIS under Plan S.” Proc. alt. VIS workshop at IEEE VIS—alt.VIS., 2022.

Dunne, Cody, Bartolomeo, S.D., & Lang, M. “The worst graph layout algorithm ever.” Proc. alt. VIS workshop at IEEE VIS—alt.VIS., 2022.

Dunne, Cody, et al. “Effective use of Likert scales in visualization evaluations: a systematic review.” Computer Graphics Forum—EuroVis/CGF, 2022.

Dunne, Cody, et al. “Juvenile graphical perception: A comparison between children and adults.” In Proc. CHI Conference on Human Factors in Computing Systems—CHI, 2022.

Dunne, Cody, et al. “Principles of Query Visualization.” IEEE Data Engineering Bulletin—DEBull, 2022.

Dunne, Cody, et al. “Six methods for transforming layered hypergraphs to apply layered graph layout algorithms.” Computer Graphics Forum—EuroVis/CGF, 2022.

Dunne, Cody, et al. “StoryFacets: A design study on storytelling with visualizations for collaborative data analysis.” Information Visualization—IVI. 2022.

Dunne, Cody, et al. “The state of the art in BGP visualization tools: A mapping of visualization techniques to cyberattack types.” IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG, 2022.

Dunne, Cody, et al. “Visual utility evaluation of differentially private scatterplots.” Poster at IEEE VIS—VIS Posters, 2022.

Eliassi-Rad, Tina, et al. “A path-based approach to analyzing the global liner shipping network.” EPJ Data Science, 2022.

Eliassi-Rad, Tina, et al. “Cyber Network Resilience against Self-Propagating Malware Attacks.” Proceedings of the 27th European Symposium on Research in Computer Security (ESORICS), 2022.

Eliassi-Rad, Tina, et al. “Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews.” Proceedings of the 2022 AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES), 2022.

Eliassi-Rad, Tina, et al. “Information access equality on generative models of complex networks.” Applied Network Science, 2022.

Eliassi-Rad, Tina, et al. “Sequential motifs in observed walks.” Journal of Complex Networks, 2022.

Fazelpour, Sina, & De-Arteaga, Maria. “Diversity in sociotechnical machine learning systems.” Big Data & Society, 2022.

Fazelpour, Sina, et al. “Homophily and incentive eects in use of algorithms.” Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022.

Fazelpour, Sina, et al. “Justice in misinformation detection systems: An analysis of algorithms, stakeholders, and potential harms.” Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency, 2022.

Fazelpour, Sina, & Rubin, Hannah. “Diversity and homophily in social networks.” Proceedings of the Annual Meeting of the Cognitive Science Society, 2022.

Fazelpour, Sina, & Steel, Daniel. “Diversity, trust, and conformity: A simulation study.” Philosophy of Science, 2022.

Flanders, Julia, Messina, C., Klibanoff, C., Connell, S., and Payne, S. “Pedagogy, Collaboration, and Sociality as Design Principles in Digital Humanities Projects.” In Social Knowledge Creation in the Humanities, ed. Aaron Mauro. University of Chicago Press, 2022.

Foucault Welles, Brooke, Sun, H., and Miller, P.V. “Nonverbal behavior in face-to-face survey interviews: An analysis of interviewer behavior and adequate responding.” Field Methods, 2022.

Foucault Welles, Brooke, et al. “Contrasting Social and Non-Social Sources of Predictability in Human Mobility.” Nature Communications, 2022.

Foucault Welles, Brooke, et al. “Predictability states in human mobility.” arXiv, 2022.

Gillani, N. et al. “Redrawing attendance boundaries to promote racial and ethnic diversity in elementary schools.” Presented at the Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, 2022.

Gillani, N. et al. “Redrawing attendance boundaries to promote racial and ethnic diversity in elementary schools.” Presented at the International Conference on Computational Social Science, 2022.

Haenschen, Katherine. “If you text them, they will come: volunteer recruitment, confirmation, and attendance.” Interest Groups & Advocacy, 2022.

Haenschen, Katherine. “The Conditional Effects of Microtargeted Facebook Advertisements on Voter Turnout.” Political Behavior, 2022.

Haenschen, Katherine, Collier, J. R., & Tedesco, J. C. “The Impact of News Trust and Scandal Knowledge on Political Efficacy.” American Behavioral Scientist, 2022.

Haenschen, Katherine, et al. “Organizational Identity and Positionality in Randomized Control Trials: Considerations and Advice for Collaborative Research Teams.” PS: Political Science & Politics, 2022.

Heckman, Meg. “Beyond the Masthead: Searching the Archives for Hidden Women Newsroom Leaders.” Journalism History, 2022.

Kanouse, Sarah & Krupar, Shiloh. “The National Toxic Land/Labor Conservation Service: Recovering an Atomic Commons.”  In Toxic Immanence, Montreal: McGill-Queen’s University Press, 2022.

Kemp, Sam. “Maps to Arkham (Exham Priory).” InternetVoid.com, 2022.

Kemp, Sam. “ZX Spectrum.” ANMLY 33, 2022.

Lazer, David, et al. “Association of major depressive symptoms with endorsement of COVID-19 vaccine misinformation among US adults.” JAMA network Open, 2022.

Lazer, David, et al. “Higher education responses to COVID-19 in the United States: Evidence for the impacts of university policy.” PLoS Digital Health, 2022.

Lazer, David, et al. “Online engagement with 2020 election misinformation and turnout in the 2021 Georgia runoff election.” Proceedings of the National Academy of Sciences, 2022.

Lazer, David, et al. “Prevalence and correlates of long COVID symptoms among US adults.” JAMA network open, 2022.

Lazer, David, et al. “Prevalence of firearm ownership among individuals with major depressive symptoms.” JAMA network open, 2022.

Lazer, David & Swire-Thompson, Briony. “Reducing health misinformation in science: a call to arms.” The ANNALS of the American Academy of Political and Social Science, 2022.

Lazer, David, et al. “The backfire effect after correcting misinformation is strongly associated with reliability.” Journal of Experimental Psychology: General, 2022.

McMillan, Cassie. “Strong and weak tie homophily in adolescent friendship networks: An analysis of same-race and same-gender ties.” Network Science, 2022.

McMillan, Cassie. “Who run the world?” Gender and the social network of R&B/hip hop collaboration from 2012 to 2020.” Applied Network Science, 2022.

McMillan, Cassie. “Worth the Weight: Conceptualizing and Measuring Strong versus Weak Tie Homophily.” Social Networks, 2022.

McMillan, Cassie, et al. “Changing Contexts: A Quasi-Experiment Examining Adolescent Delinquency and the Transition to High School.” Criminology, 2022.

McMillan, Cassie, Andrea, C., and Dietrich, N. “A Hostile Reputation: A Social Network Approach to Interstate Hostility.” Social Networks, 2022.

McMillan, Cassie, Felmlee, D., and Ashford, J. “Reciprocity, Transitivity, and Skew: Comparing Local Structure in 40 Positive and Negative Social Networks.” PLOS ONE, 2022.

McMillan, Cassie, Kreager, D., and Veenstra, R. “Keeping to the Code: How Local Norms of Friendship and Dating Inform Macro-Structures of Adolescents’ Romantic Networks.” Social Networks, 2022.

Mislove, Alan, et al. “Algorithms that” Don’t See Color” Measuring Biases in Lookalike and Special Ad Audiences.” Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 2022.

Mislove, Alan, et al. “All things unequal: Measuring disparity of potentially harmful ads on facebook.” Proceedings of the 2022 Workshop on Consumer Protection, 2022.

Mislove, Alan, et al. “Broadening participation in computing via ubiquitous combined majors (CS+ X).” Proceedings of the 53rd ACM Technical Symposium on Computer Science Education, 2022.

Mislove, Alan, et al. “Hammurabi: A framework for pluggable, logic-based x. 509 certificate validation policies.” Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022.

Mislove, Alan, et al. “Measurement and analysis of implied identity in ad delivery optimization.” Proceedings of the 22nd ACM Internet Measurement Conference, 2022.

Modestino, Alicia, Paul, U. † and McLaughlin J. “What’s In a Job? Evaluating the Effect of Private Sector Job Experience on Students’ Academic Outcomes.” AEA Papers and Proceedings, 2022.

O’Brien, Daniel T., et al. “A multisource database tracking the impact of the COVID-19 pandemic on the communities of Boston, MA, USA.” Scientific Data, 2022.

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Chen, Chen, Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, and Duen Horng Chau. “Node Immunization on Large Graphs: Theory and Algorithms.” In IEEE Transactions on Knowledge and Data Engineering, 2016.

Chen, Chen, Hanghang Tong, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, and Christos Faloutsos. “Eigen-Optimization on Large Graphs by Edge Manipulation.” In ACM Transactions on Knowledge Discovery from Data, 2016.

Chen, Le, Alan Mislove, and Christo Wilson. “An Empirical Analysis of Algorithmic Pricing on Amazon Marketplace.” In Proceedings of International World Wide Web Conference, 2016.

Chung, Taejoong, Yabing Liu, David Choffnes, Dave Levin, Bruce M. Maggs, Alan Mislove, and Christo Wilson. “Measuring and Applying Invalid SSL Certificates: The Silent Majority.” In Proceedings of ACM Internet Measurement Conference, 2016.

Clark, Ashley M. and Sarah Connell. “Meta(Data)Morphosis.” In Proceedings of XML In, Web Out: International Symposium on Sub Rosa XML, 2016.

Cordell, Ryan. “What Has the Digital Meant to American Periodicals Scholarship?” In American Periodicals, 2016.

Dillon, Elizabeth Maddock. “Atlantic Aesthesis: Books and Sensus Communis in the New World.” In Early American Literature, 2016.

Dillon, Elizabeth Maddock, and Michael J. Drexler, eds. The Haitian Revolution and the Early United States: Histories, Textualities, Geographies, 2016.

Doyle, Benjamin, Elizabeth Hopwood, Jim McGrath, and Abby Mullen. “Graduate Training Where Digital Scholarship and Early American Studies Meet.” In Common-place: The Journal of Early American Life, 2016.

Dunne, Cody, Carl Skelton, Sara Diamond, Isabel Meirelles, and Mauro Martino. “Quantitative, Qualitative, and Historical Urban Data Visualization Tools for Professionals and Stakeholders.” In Distributed, Ambient and Pervasive Interactions, 2016.

Flanders, Julia and Fotis Jannidis. “Data Modeling.” In A Companion to Digital Humanities, ed. Susan Schreibman, Ray Siemens, and John Unsworth. Wiley-Blackwell, 2016.

Flanders, Julia, Syd Bauman, and Sarah Connell. “Text Encoding with TEI.” In Doing Digital Humanities: Practice, Training, Research, ed. Constance Crompton, Ray Siemens, and Richard Lane. Routledge Press, 2016.

Flanders, Julia, Syd Bauman, and Sarah Connell. “XSLT” and “Text Encoding with TEI.” In Doing Digital Humanities: Practice, Training, and Research, ed. Constance Crompton, Ray Siemens, and Richard Lane. Routledge Press, 2016.

Forber, Patrick and Rory Smead. “The Evolution of Spite, Recognition, and Morality.” In Philosophy of Science, 2016.

Forbush, Eric and Brooke Foucault Welles. “Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States.” In International Journal of Intercultural Relations, 2016.

Foucault Welles, Brooke. “Computational CAM: Studying Children and Media in the Age of Big Data.” In Journal of Children and Media, 2016.

Gil, Alex and Élika Ortega. “Global Outlooks in Digital Humanities: Multilingual Practices and Minimal Computing.” In Doing Digital Humanities, 2016.

Gilpin, Sean, Chia-Tung Kuo, Tina Eliassi-Rad, and Ian Davidson. “Some Advances in Role Discovery in Graphs.” Working Paper, 2016.

Holder, Lawrence B., Raymond Caceres, David F. Gleich, E. Jason Riedy, Maleq Khan, Nitesh V. Chawla, Ravi Human, et al. “Current and Future Challenges in Mining Large Networks: Report on the Second SDM Workshop on Mining Networks and Graphs.” In SIGKDD Explorations, 2016.

Jackson, Sarah J. and Brooke Foucault Welles. “#ferguson Is Everywhere: Initiators in Emerging Counterpublic Networks.” In Information, Communication, & Society, 2016.

Kakhki, Arash Molavi, Fangfan Li, David Choffnes, Ethan Katz-Bassett, and Alan Mislove. “BingeOn Under the Microscope: Understanding T-Mobile’s Zero-Rating Implementation.” In Proceedings of ACM SIGCOMM Workshop on QoE-Based Analysis and Management of Data Communication Networks, 2016.

Krstovski, Kriste and David A. Smith. “Online multilingual topic models with multi-level hyperpriors.” In Proceedings of the Conference on Human Language Technology of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL), 2016.

Krstovski, Kriste and David A. Smith. “Bootstrapping translation detection and sentence extraction from comparable corpora.” In Proceedings of the Conference on Human Language Technology of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL), 2016.

Krstovski, Kriste, David A. Smith, and Michael Kurtz. “Automatic construction of evaluation sets and evaluation of document similarity models in large scholarly retrieval systems.” In AAAI Workshop on Scholarly Big Data, 2016.

Lazer, David, Oren Tsur, and Tina Elias-Rad. “Understanding Offline Political Systems by Mining Online Political Data.” In Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016.

Leung, Christophe, Jingjing Ren, David Choffnes, and Christo Wilson. “Should You Use the App for That? Comparing the Privacy Implications of Web-and App-Based Online Services.” In Proceedings of the Internet Measurement Conference, 2016.

Li, Fangfan, Arash Molavi Kakhki, David Choffnes, Phillipa Gill, and Alan Mislove. “Classifiers Unclassified: An Efficient Approach to Revealing IP-Traffic Classification Rules.” In Proceedings of ACM Internet Measurement Conference, 2016.

Li, Zhenhua, Weiwei Wang, Tianyin Xu, Xin Zhong, Xiang-Yang Li, Yunhao Liu, Christo Wilson, and Ben Y. Zhao. “Exploring Cross-Application Cellular Traffic Optimization with Baidu TrafficGuard.” In Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016.

Lin, Yu-Ru, Drew Margolin, and David Lazer. “Uncovering Social Semantics from Textual Traces: A Theory-Driven Approach and Evidence from Public Statements of U.S. Members of Congress.” In Journal of the Association for Information Science and Technology, 2016.

Margolin, Drew B., Sasha Goodman, Brian Keegan, Yu-Ru Lin, and David Lazer. “Wiki-Worthy: Collective Judgment of Candidate Notability.” In Information, Communication & Society, 2016.

Modestino, Alicia Sasser, Daniel Shoah, and Joshua Ballance. “Downskilling: Changes in Employer Skill Requirements over the Business Cycle.” In Labour Economics, 2016.

O’Brien, Daniel Tumminelli, Dietmar Offenhuber, Jessica Baldwin-Philippi, Melissa Sands, and Eric Gordon. “Uncharted Territoriality in Coproduction: The Motivations for 311 Reporting.” In Journal of Public Administration Research and Theory, 2016.

Offenhuber, Dietmar and Orkan Telhan. “Indexical Visualization–the Data-Less Information Display.” In Ubiquitous Computing, Complexity, and Culture, 2016.

Parsons, Chris. “The Natural History of Colonial Science: Joseph-Francois Lafitau’s Discovery of Ginseng and its Afterlives.” In William & Mary Quarterly, 2016.

Riedl, Christoph and Anita Woolley. “Teams vs. Crowds: A Field Test of the Relative Contribution of Incentives, Member Ability, and Collaboration to Crowd-Based Problem Solving Performance.” In Academy of Management Discoveries, 2016.

Riedl, Christoph, Richard Zanibbi, Marti A. Hearst, Siyu Zhu, Michael Menietti, Jason Crusan, Ivan Metelsky, and Karim R. Lakhani. “Detecting Figures and Part Labels in Patents: Competition-Based Development of Graphics Recognition Algorithms.” In International Journal on Document Analysis and Recognition, 2016.

Roy, Senjuti Basu, Tina Eliassi-Rad, and Spiros Papadimitriou. “Fast Best-Effort Search on Graphs with Multiple Attributes.” In Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016.

Schmidt, Benjamin. “Do digital humanists need to understand algorithms?” in Debates in the Digital Humanities 2016, ed. Matthew K. Gold and Lauren F. Klein. University of Minnesota Press, 2016.

Smead, Rory. “On the Rationality of Inconsistent Predictions: The March Madness Paradox.” In Journal of the Philosophy of Sport, 2016.

Smead, Rory and Patrick Forber. “The Coevolution of Recognition and Social Behavior.” In Scientific Reports, 2016.

Soeller, Gary, Karrie Karahalios, Christian Sandvig, and Christo Wilson. “MapWatch: Detecting and Monitoring International Border Personalization on Online Maps.” In Proceedings of the 25th International World Wide Web Conference, 2016.

Soundarajan, Sucheta, Acar Tamersoy, Elias B. Khalil, Tina Eliassi-Rad, Duen Horng Chau, Brian Gallagher, and Kevin A. Roundy. “Generating Graph Snapshots from Streaming Edge Data.” In Proceedings of the 25th International Conference Companion on World Wide Web, 2016.

Wang, Lu and Wang Ling. “Neural Network-Based Abstract Generation for Opinions and Arguments.” In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2016.

Weidmann, Nils B., Suso Benitez-Baleato, Philipp Hunziker, Eduard Glatz, and Xenofontas Dimitropoulos. “Digital discrimination: Political bias in Internet service provision across ethnic groups.” In Science, 2016.

Wihbey, John. “Journalists’ Use of Knowledge in an Online World: Examining Reporting Habits, Sourcing Practices and Institutional Norms.” In Journalism Practice, 2016.

Zhang, Liang, James Litton, Frank Cangialosi, Theophilus Benson, Dave Levin, and Alan Mislove. “Picocenter: Supporting Long-Lived, Mostly-Idle Applications in Cloud Environments.” In Proceedings of European Conference on Computer Systems, 2016.

Aljoe, Nicole N., Elizabeth Maddock Dillon, Benjamin J. Doyle, and Elizabeth Hopwood. “Obeah and the Early Caribbean Digital Archive.” In Atlantic Studies, 2015.

Bailey, Moya. “#transform(ing)DH Writing and Research: An Autoethnography of Digital Humanities and Feminist Ethics.” In Digital Humanities Quarterly, 2015.

Bailey, Moya and Shannon Miller. “When Margins Become Centered: Black Queer Women in Front and Outside of the Classroom.” In Feminist Formations, 2015.

Berlingerio, Michele, Stefano Braghin, Francesco Calabrese, Cody Dunne, Yiannis Gkoufas, Mauro Martino, Jamie Rasmussen, and Steven Ross. “S&P360: Multidimensional Perspective on Companies from Online Data Sources.” In Machine Learning and Knowledge Discovery in Databases, 2015.

Chaney, Allison June-Barlow, David M. Blei, and Tina Eliassi-Rad. “A Probabilistic Model for Using Social Networks in Personalized Item Recommendation.” In Proceedings of the 9th ACM Conference on Recommender Systems, 2015.

Chen, Le, Alan Mislove, and Christo Wilson. “Peeking Beneath the Hood of Uber.” In Proceedings of ACM Internet Measurement Conference, 2015.

Cordell, Ryan. “Reprinting, Circulation, and the Network Author in Antebellum Newspapers.” In American Literary History, 2015.

Cordell, Ryan, David Smith, and Abby Mullen. “Computational Methods for Uncovering Reprinted Texts in Antebellum Newspapers.” In American Literary History, 2015.

Dillon, Elizabeth Maddock. “By Design: Remapping the Colonial Archive.” In Social Text, 2015.

Dunne, Cody, Michael Muller, Nicole Perra, and Mauro Martino. “VoroGraph: Visualization Tools for Epidemic Analysis.” In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015.

Dunne, Cody, S.I. Ross, B. Shneiderman, and Mauro Martino. “Readability Metric Feedback for Aiding Node-Link Visualization Designers.” In IBM Journal of Research and Development, 2015.

Flanders, Julia. “Rethinking Collections.” In Repurposing the Digital Humanities, ed. Katherine Bode and Paul Arthur. Palgrave MacMillan, 2015.

Forber, Patrick and Rory Smead. “Evolution and the Classification of Social Behavior.” In Biology & Philosophy, 2015.

Foucault Welles, Brooke and Christoph Riedl. “Team Communication Unpacked: The Role of Endogenous Communication Processes on Team Decision-Making Outcome.” In Proceedings of the 65th Annual Meeting of the International Communication Association, 2015.

Foucault Welles, Brooke and Isabel Meirelles. “Visualizing Computational Social Science: The Multiple Lives of a Complex Image.” In Science Communication, 2015.

Foucault Welles, Brooke and Jessica Speed Wiley. “Support, Stress, and Surveillance: The Intersections of Social Media Use and Social Capital Among Low-Income Youth of Color.” In Proceedings of the 65th Annual Meeting of the International Communication Association, 2015.

Foucault Welles, Brooke and Noshir Contractor. “Individual Motivations and Network Effects: A Multilevel Analysis of the Structure of Online Social Relationships.” In Annals of the American Academy of Political and Social Science, 2015.

Fusaroli, Riccardo, Marcus Perlman, Alan Mislove, Alexandra Paxton, Teenie Matlock, and Rick Dale. “Timescales of Massive Human Entrainment.” 2015.

Haydari, Shahram and Rory Smead. “Does Longer Copyright Protection Help or Hurt Scientific Knowledge Creation?” In Journal of Artificial Societies and Social Simulation, 2015.

Henderson, Keith, Brian Gallagher, and Tina Eliassi-Rad. “Ep-Means: An Efficient Nonparametric Clustering of Empirical Probability Distributions.” In Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015.

Hills, Thomas T., Peter M. Todd, David Lazer, A. David Redish, and Iain D. Couzin. “Exploration Versus Exploitation in Space, Mind, and Society.” In Trends in Cognitive Science, 2015.

Jackson, Sarah J. and Brooke Foucault Welles. “Hijacking #myNYPD: Social Media Dissent and Networked Counterpublics.” In Journal of Communication, 2015.

Jackson, Sarah J. and Brooke Foucault Welles. “Hijacking #myNYPD: Social Media Dissent and Networked Publics.” In Proceedings of the 65th Annual Meeting of the International Communication Association, 2015.

Kakhki, Arash Molavi, Abbas Razaghpanah, Hyungioon Koo, Anke Li, Rajeshkumar Golani, David Choffnes, Phillipa Gill, and Alan Mislove. “Identifying Traffic Differentiation in Mobile Networks.” In Proceedings of ACM Internet Measurement Conference, 2015.

Kennedy, Ryan, Eric Forbush, Brian Keegan, and David Lazer. “Turning Introductory Comparative Politics and Election Courses into Social Science Research Communities Using Wikipedia: Improving Both Teaching and Research.” In PS: Political Science & Politics, 2015.

Kim, Nam Wook, Zoya Bylinskii, Michelle A. Borkin, Aude Oliva, Krzysztof Z. Gaios, and Hanspeter Pfister. “A Crowdsourced Alternative to Eye-Tracking for Visualization Understanding.” In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015.

Kliman-Silver, Chloe, Aniko Hannak, David Lazer, Christo Wilson, and Alan Mislove. “Location, Location, Location: The Impact of Geolocation on Web Search Personalization.” In Proceedings of the 2015 ACM Conference on Internet Measurement, 2015.

Krstovski, Kriste, David A. Smith, and Michael Kurtz. “Evaluating retrieval models through histogram analysis.” In Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval, 2015.

Lazer, David. “The Rise of the Social Algorithm.” In Science, 2015.

Lazer, David, A. Sokhey, M. Neblo, K. Esterling, R. Kennedy. “Expanding the Conversation: Multiplier Effects from a Deliberative Field Experiment.” In Political Communication, 2015.

Le, Long T., Tina Eliassi-Rad, and Hanghang Tong. “MET: A Fast Algorithm for Minimizing Propagation in Large Graphs with Small Eigen-Gaps.” In Proceedings of the 2015 SIAM International Conference on Data Mining, 2015.

Lee, David, Dietmar Offenhuber, Lucia Helena Xavier, and Carlo Ratti. “Forager: Designing Location-Aware Applications for Informal Waste Recyclers in Brazil.” In Adjunct Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015.

Li, Zhenhua, Christo Wilson, Tianyin Xu, Yao Liu, Zhen Lu, and Yinlong Wang. “Offline Downloading in China: A Comparative Study.” In Proceedings of the Internet Measurement Conference, 2015.

Liu, Yabing, Han Hee Song, Ignacio Bermudez, Alan Mislove, Mario Baldi, and Alok Tongaonkar. “Identifying Personal Information in Internet Traffic.” In Proceedings of Conference on Online Social Networks, 2015.

Liu, Yabing, Will Tome, Liang Zhang, David Choffnes, Dave Levin, Bruce M. Maggs, Alan Mislove, Aaron Schulman, and Christo Wilson. “An End-to-End Measurement of Certificate Revocation in the Web’s PKI.” In Proceedings of ACM Internet Measurement Conference, 2015.

Minozzi, William, Michael A. Neblo, Kevin M. Esterling, and David M. Lazer. “Field Experiment Evidence of Substantive, Attributional, and Behavioral Persuasion by Members of Congress in Online Town Halls.” In Proceedings of the National Academy of Sciences, 2015.

Offenhuber, Dietmar. “Infrastructure Legibility – a Comparative Analysis of Open311-Based Citizen Feedback Systems.” In Cambridge Journal of Regions, Economy and Society, 2015.

Ortega, Élika, David Brown, and Juan Luis Suarez. “Redes Textuales: Diseno y Analisis de Bases de Datos En Grafo Para Estudios Literarios.” In Insula, 2015.

Papadimitriou, Spiros, and Tina Eliassi-Rad. “Mining Mobility Data.” In Proceedings of the 24th International Conference on World Wide Web Companion, 2015.

Radford, Jason, Brian Keegan, Jefferson Hoye, Ceyhun Karbeyaz, Katherine Ognyanova, Brooke Foucault Welles, Waleed Meleis, and David Lazer. “Conducting Massively Open Online Social Experiments with Volunteer Science.” In Proceedings of the 9th International Conference on Web and Social Media, 2015.

Rao, Ashwin, Arash Molavi Kakhki, Abbas Razaghpanah, Anke Li, David Choffnes, Arnaud Legout, Alan Mislove, and Phillipa Gill. “Meddle: Enabling Transparency and Control for Mobile Internet Traffic.” In Journal of Technology Science, 2015.

Roy, Senjuti Basu, Tina Eliassi-Rad, and Spiros Papadimitriou. “Fast Best-Effort Search on Graphs with Multiple Attributes.” In IEEE Transactions on Knowledge and Data Engineering, 2015.

Sapiezynski, Piotr, Radu Gatej, Alan Mislove, and Sune Lehmann. “Opportunities and Challenges in Crowdsourced War-Driving.” In Proceedings of ACM Internet Measurement Conference, 2015.

Schmidt, Benjamin M. “Plot arceology: A vector-space model of narrative structure.” In 2015 IEEE International Conference on Big Data (Big Data), 2015.

Shore, Jesse, Ethan Bernstein, and David Lazer. “Facts and Figuring: An Experimental Investigation of Network Structure and Performance in Information and Solution Spaces.” In Organization Science, 2015.

Smead, Rory. “The Role of Social Interaction in the Evolution of Learning.” In The British Journal for the Philosophy of Science, 2015.

Smith, David A., Ryan Cordell, and Abigail Mullen. “Computational methods for uncovering reprinted texts in antebellum newspapers.” In American Literary History, 2015.

Soundarajan, Sucheta, Tina Eliassi-Rad, Brian Gallagher, and Ali Pinar. “MaxOutProbe: An Algorithm for Increasing the Size of Partially Observed Networks.” In Proceedings of the NIPS 2015 Workshop on Networks in the Social and Information Sciences, 2015.

Toole, Jameson L., Yu-Ru Lin, Erich Muehlegger, Daniel Shoag, Marta C. Gonzalez, and David Lazer. “Tracking Employment Shocks Using Mobile Phone Data.” In Journal of the Royal Society Interface, 2015.

Tsur, Oren, Dan Calacci, and David Lazer. “A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns.” In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, 2015.

Viswanath, Bimal, Muhammad Ahmad Bashir, Muhammad Bilal Zafar, Simon Bouget, Salikat Guha, Krishna P. Gummadi, Aniket Kate, and Alan Mislove. “Strength in Numbers: Robust Tamper Detection in Crowd Computations.” In Proceedings of Conference on Online Social Networks, 2015.

Vlasselaer, Veronique Van, Cristian Bravo, Olivier Caelen, Tina Eliassi-Rad, Leman Akoglu, Monique Snoeck, and Bart Baesens. “Apate: A Novel Approach for Automated Credit Card Transaction Fraud Detection Using Network-Based Extensions.” In Decision Support Systems, 2015.

Vlasselaer, Veronique Van, Leman Akoglu, Tina Eliassi-Rad, Monique Snoeck, and Bart Baesens. “Guilt-by-Constellation: Fraud Detection by Suspicious Clique Memberships.” In Proceedings of the 48th Hawaii International Conference on System Sciences, 2015.

Vlasselaer, Veronique Van, Tina Eliassi-Rad, Leman Akoglu, Monique Snoeck, and Bart Baesens. “AFRAID: Fraud Detection via Active Inference in Time-Evolving Social Networks.” In Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015.

Wang, Lu, Claire Cardie, and Galen Marchetti. “Socially-Informed Timeline Generation for Complex Events.” In Proceedings of the 2015 Conference on the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2015.

Wilkerson, John, David A. Smith, and Nick Stramp. “Tracing the flow of policy ideas on legislatures: A text reuse approach.” In American Journal of Political Science, 2015.

Yang, Xiaofeng, Qian Yang, and Christo Wilson. “Penny for Your Thoughts: Searching for the 50 Cent Party on Sina Weibo.” In Proceedings of the International AAAI Conference on Weblogs and Social Media, 2015.

Yang, Zhi, Jilong Xue, Christo Wilson, Ben Y. Zhao, and Yafei Dai. “Process-Driven Analysis of Dynamics in Online Social Interactions.” In Proceedings of the ACM Conference on Online Social Networks, 2015.

Yang, Zhi, Jilong Xue, Christo Wilson, Ben Y. Zhao, and Yafei Dai. “Uncovering User Interaction Dynamics in Online Social Networks.” In Proceedings of the International AAAI Conference on Weblogs and Social Media, 2015.

Amjad, Sehrish, Hamid Mukhtar, and Cody Dunne. “Automating Scholarly Article Data Collection with Action Science Explorer.” In Proceedings of 2014 International Conference on Open Source Systems and Technologies, 2014.

Boudreau, K., E. Guinan, K. Lakhani, and C. Riedl. “Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance and Resource Allocation in Science.” In Management Science, 2014.

Chaturvedi, S., C. Dunne, Z. Ashktorab, R. Zachariah, and B. Shneiderman. “Group-in-a-Box Meta-Layouts for Topological Clusters and Attribute-Based Groups.” In Computer Graphics Forum, 2014.

Dillon, Elizabeth Maddock. New World Drama: The Performative Commons in the Atlantic World, 2014.

Dillon, Elizabeth Maddock. “Reassembling the Novel: Kinlessness and the Novel of the Haitian Revolution.” In NOVEL: A Forum on Fiction, 2014.

Eliassi-Rad, Tina. “Social Order in Online Social Networks.” In Encyclopedia of Social Network Analysis and Mining, 2014.

Forber, Patrick and Rory Smead. “An Evolutionary Paradox for Prosocial Behavior.” In Journal of Philosophy, 2014.

Forber, Patrick and Rory Smead. “The Evolution of Fairness through Spite.” In Proceedings of the Royal Society, 2014.

Foucault Welles, Brooke, Corey Murphy, Andrea Grimes Parker, and Jessica Speed Wiley. “Networks and Opportunity: Exploring Networked Resources Among Low-Income, Minority Youth.” In Proceedings of the 2014 International Sunbelt Social Network Conference, 2014.

Goodman, Alyssa A., Joao Alves, Christopher N. Beaumont, Robert A. Benjamin, Michelle A. Borkin, Andreas Burkert, Thomas M. Dame, et al. “The Bones of the Milky Way.” In The Astrophysical Journal, 2014.

Govindan, Priya, Tina Eliassi-Rad, Jin Xu, Shawndra Hill, and Chris Volinsky. “Threatening Privacy across Social Graphs: A Structural Features Approach.” In Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014.

Hannak, A., G. Soeller, D. Lazer, A. Mislove, and C. Wilson. “Measuring Price Discrimination and Steering on E-Commerce Web Sites.” Proceedings of Internet Measurement Conference (IMC 2014). Vancouver, BC, Canada, November 2014.

Kim, Youngho, Jangwon Seo, W. Bruce Croft, and David A. Smith. “Automatic Suggestion of Phrasal-Concept Queries for Literature Search.” In Information Processing & Management, 2014.

Lazer, D., R. Kennedy, G. King, and A. Vespignani. “The Parable of Google Flu: Traps in Big Data Analysis.” In Science, 2014.

Lee, David, Dietmar Offenhuber, Assaf Biderman, and Carlo Ratti. “Learning from Tracking Waste: How Transparent Trash Networks Affect Sustainable Attitudes and Behavior.” In IEEE, 2014.

Li, Zhenhua, Cheng Jin, Tianyin Xu, Christo Wilson, Yao Liu, Linsong Cheng, Yunhao Liu, Yafei Dai, and Zhi-Li Zhang. “Towards Network-Level Efficiency for Cloud Storage Services.” In Proceedings of the Internet Measurement Conference, 2014.

Lin, Y., B. Keegan, D. Margolin, and D. Lazer. “Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter During Media Events.” In PLoS One, 2014.

Lin, Yu-Ru, Drew Margolin, and David Lazer. “Tracing Coordination and Cooperation Structures via Semantic Burst Detection.” In EAI Endorsed Transactions on Collaborative Computing, 2014.

Liu, Yabing, Chloe Kliman-Silver, and Alan Mislove. “The Tweets They Are A-Changin’: Evolution of Twitter Users and Behavior.” In Proceedings of International AAAI Conference on Weblogs and Social Media, 2014.

Liu, Yabing, Chloe Kliman-SIlver, Balachander Krishnamurthy, Robert Bell, and Alan Mislove. “Measurement and Analysis of OSN Ad Auctions.” In Proceedings of Conference on Online Social Networks, 2014.

McClurg S. and D. Lazer. “Political Networks.” In Social Networks, 2014.

McLoone, Brian and Rory Smead. “The Ontogeny and Evolution of Human Collaboration.” In Biology & Philosophy, 2014.

Mondal, Mainack, Yabing Liu, Bimal Viswanath, Krishna P. Gummadi, and Alan Mislove. “Understanding and Specifying Social Access Control Lists.” In Proceedings of Symposium on Usable Privacy and Security, 2014.

Nagle F. and C. Riedl “Online Word of Mouth and Product Quality Disagreement.” Best Paper Proceedings of the 2014 Academy of Management Meeting (top 10%), 2014, Philadelphia, PA.

Offenhuber, Dietmar. “Infrastructure Legibility — a Comparative Study of Open311 Citizen Feedback Systems.” In Cambridge Journal of Regions, Economy and Society, 2014.

Offenhuber, Dietmar. “The Designer as Regulator — Design Patterns and Categorization in Citizen Feedback Systems.” In Proceedings of the 2014 Workshop on Big Data and Urban Informatics, 2014.

Offenhuber, Dietmar and Carlo Ratti, eds. Decoding the City: Urbanism in the Age of Big Data, 2014.

Offenhuber, Dietmar and Susanne Seitinger. “Over the Rainbow: Information Design for Low-Resolution Urban Displays.” In Proceedings of the 2nd Media Architecture Biennale Conference: World Cities, 2014.

Onnela, Jukka-Pekka, Benjamin N. Waber, Alex Pentland, Sebastian Schnorf, and David Lazer. “Using Sociometers to Quantify Social Interaction Patterns.” In Nature Scientific Reports, 2014.

Ortega, Élika, Javier De la Rosa, and Juan Luis Suarez. “Readers Read, Readers Write: A Methodology for The Study of Reading Practices in Media Convergence.” In Scholarly and Research Communication, 2014.

Ortega, Élika and Silvia Gutierrez. “MapaHD. Una Exploracion de Las Humanidades Digitales En Espanol y Portugues.” In Ciencias Sociales y Humanidades Digitales, ed. Esteban Romero Frias and Maria Sanchez Gonzalez, 2014.

Ottoni R., D. de Las Casaa, J.P. Pesce, W. Meira Jr, C. Wilson, A. Mislove, and V.A. Fernanades de Almeida. “Of Pins and Tweets: Investigating how users behave across image- and text-based social networks.” In International AAI Conference on Weblogs and Social Media (ICWSM). Ann Arbor, MI, June, 2014.

Saez-Trumper, Diego, Yabing Liu, Ricardo Baeza-Yates, Balachander Krishnamurthy, and Alan Mislove. “Beyond CPM and CPC: Determining the Value of Users on OSNs.” In Proceedings of Conference on Online and Social Networks, 2014.

Smead, Rory. “Deception and the Evolution of Plasticity.” In Philosophy of Science, 2014.

Smead, Rory. “Evolving Games and the Social Contract.” In Complexity and the Human Experience: Modeling Complexity in the Humanities and Social Sciences, edited by Paul A. Youngman and Mirsad Hadzikadic, 2014.

Smead, Rory, Ronald L. Sandler, Patrick Forber, and John Basl. “A Bargaining Game Analysis of International Climate Negotiations.” In Nature Climate Change, 2014.

Smith David A., Ryan Cordell, Elizabeth Maddock Dillon, Nick Stramp, and John Wilkerson. “Detecting and modeling local text reuse.” In Proceedings of the ACM+IEEE-CS Joint Conference on Digital Libraries, 2014.

Soundarajan, Sucheta, Tina Eliassi-Rad, and Brian Gallagher. “A Guide to Selecting a Network Similarity Method.” In Proceedings of the 2014 SIAM International Conference on Data Mining, 2014.

Viswanath, Bimal, Muhammad Ahmad Bashir, Mark Crovella, Saikat Guha, Krishna P. Gummadi, Balachander Krishnamurthy, and Alan Mislove. “Towards Detecting Anomalous User Behavior in Online Social Networks.” In Proceedings of USENIX Security Symposium, 2014.

Wang, Lu and Claire Cardie. “A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection.” In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014.

Wang, Lu and Claire Cardie. “Improving Agreement and Disagreement Identification in Online Discussions with A Socially-Tuned Sentiment Lexicon.” In Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment, and Social Media Analysis, 2014.

Wang, Lu, Hema Raghavan, Claire Cardie, and Vittorio Castelli. “Query-Focused Opinion Summarization for User-Generated Content.” In Proceedings of COLING, 2014, the 25th International Conference on Computational Linguistics, 2014.

Wang, Lu, Larry Heck, and Dilek Hakkanj-Tur. “Leveraging Semantic Web Search and Browse Sessions for Multi-Turn Spoken Dialog Systems.” In IEEE International Conference on Acoustics, Speech, and Signal Processing, 2014.

Xu, Shaobin, David Smith, Abigail Mullen, and Ryan Cordell. “Detecting and Evaluating Local Text Reuse in Social Networks.” In Proceedings of the Joint Workshop on Social Dynamics and Personal Attributes in Social Media, 2014.

Xu, Xiaoxi, Tom Murray, Beverly Park Woolf, and David A. Smith. “Identifying Social Deliberative Behavior from Online Communication–A Cross-Domain Study.” In Proceedings of the 27th International Florida Artificial Intelligence Research Society Conference, 2014.

Xu, Xiaoxi, Tom Murray, Beverly Park Woolf, and David A. Smith. “Social Network Signatures of Effective Online Communication.” In Intelligent Tutoring Systems, 2014.

Yang, Zhi, Christo Wilson, Xiao Wang, Tingting Gao, Ben Y. Zhao, and Yafei Dai. “Uncovering Social Network Sybils in the Wild.” In ACM Transactions on Knowledge Discovery from Data, 2014.

Zhang, Liang, David Choffnes, Tudor Dumitrasand, Dave Levin, Alan Mislove, Aaron Schulman, and Christo Wilson. “Analysis of SSL Certificate Reissues and Revocations in the Wake of Heartbleed.” In Proceedings of ACM Internet Measurement Conference, 2014.

Altshuler, Yaniv, Michael Fire, Erez Shmueli, Yuval Elovici, Alfred Bruckstein, Alex Pentland, and David Lazer. “Detecting Anomalous Behaviors Using Structural Properties of Social Networks.” In Proceedings of the 6th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, 2013.

Altshuler, Yaniv, Michael Fire, Erez Shmueli, Yuval Elovici, Alfred Bruckstein, Alex Pentland, and David Lazer. “The Social Amplifier—Reaction of Human Communities to Emergencies.” In The Journal of Statistical Physics, 2013.

Berlingerio, Michele, Danai Koutra, Tina Eliassi-Rad, and Christos Faloutsos. “Network Similarity Via Multiple Social Theories.” In Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013.

Blasco A., K. Boudreau, M. Menietti, and C. Riedl. “Finding a Partner in the Crowd.” In Workshop on Information Systems and Economics (WISE). Milan, Italy. 2013.

Borkin, Michelle A., Azalea A. Vo, Zoya Bylinskii, Philip Isola, Shashank Sunkavalli, Aude Oliva, and Hanspeter Pfister. “What Makes a Visualization Memorable?” In IEEE Transactions on Visualization and Computer Graphics, 2013.

Borkin, Michelle A., Chelsea S. Yeh, Madelaine Boyd, Peter Macko, Krzysztof Z. Gaios, Margo Seltzer, and Hanspeter Pfister. “Evaluation of Filesystem Provenance Visualization Tools.” In IEEE Transactions on Visualization and Computer Graphics, 2013.

Chen, L., C. Zhang, and C. Wilson. “Tweeting Under Pressure: Analyzing Trending Topics and Evolving Word Choice on Sina Weibo.” In Proceedings of the 1st Annual ACM Conference on Online Social Networks (COSN 2013), 2013.

Dillon, Elizabeth Maddock. “Coloniality, Performance, Translation: The Embodied Public Sphere in Early America.” In Transatlantic Traffic and (Mis)Translations, edited by Robin Peel and Daniel Maudlin, 2013.

Dillon, Elizabeth Maddock. “Obi, Assemblage, Enchantment.” In J19: The Journal of Nineteenth-Century Americanists, 2013.

Dunne, Cody and Ben Shneiderman. “Motif Simplification: Improving Network Visualization Readability with Fan, Connector, and Clique Glyphs.” In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2013.

Esterling, K., M. Neblo, and D. Lazer. “Connecting to Constituents: The Diffusion of Representation Practices among Congressional Websites.” In Political Research Quarterly, 2013.

Feild, Jacqueline L., Erik G. Learned-Miler, and David A. Smith. “Using a Probabilistic Syllable Model to Improve Scene Text Recognition.” In Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013.

Julia Flanders. “The Literary, the Humanistic, the Digital: Towards a Research Agenda for Digital Literary Studies.” In Literary Studies in the Digital Age: An Evolving Anthology, ed. Kenneth M. Price and Ray Siemens. Modern Language Association, 2013.

Julia Flanders. “The Productive Unease of 21st-century Digital Scholarship.” Digital Humanities Quarterly 3.3 (2009). Rpt in Defining Digital Humanities: A Reader, ed. Melissa Terras, Julianne Nyhan, and Edward Vanhoutte. Ashgate Publishing, 2013.

Flanders, Julia and Neil Fraistat, eds. Companion to Textual Scholarship. Cambridge University Press, 2013.

Flanders, Julia and Scott Hamlin. “TAPAS: Building a TEI Publishing and Repository Service.” In Journal of the Text Encoding Initiative 5, 2013.

Foucault Welles, Brooke. “From Strangers to ‘Friends’ Online: The Network Structure of Social Relationships in Virtual Worlds.” In Proceedings of the 2012 International Sunbelt Social Network Conference, 2013.

Gilpin, Sean, Tina Eliassi-Rad, and Ian N. Davidson. “Guided Learning for Role Discovery (GLRD): Framework, Algorithms, and Applications.” In Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013.

Hang, Huy, Xuetao Wei, Michalis Faloutsos, and Tina Eliassi-Rad. “Entelecheia: Detecting P2p Botnets in Their Waiting Stage.” In Proceedings of the IFIP Networking Conference, 2013.

Hannak, A., P. Sapiezynski, A.M. Kakhki, B. Krishnamurthy, D. Lazer, A. Mislove, and C. Wilson. “Measuring Personalization of Web Search.” In Proceedings of the 22nd International World Wide Web Conference (WWW 2013). Rio de Janeiro, Brazil, 2013.

Jiang, Jing, Christo Wilson, Xiao Wang, Peng Huang, Wenpeng Sha, Yafei Dai, and Ben Y. Zhao. “Understanding Latent Interactions in Online Social Networks.” In ACM Transactions on the Web (TWEB), 2013.

Kakhki, Arash Molavi, Chloe Kliman-Silver, and Alan Mislove. “Iolaus: Securing Online Content Rating Systems.” In Proceedings of International World Wide Web Conference, 2013.

Krstovski, Kriste and David A. Smith. “Online polylingual topic models for fast document translation detection.” In Proceedings of the Workshop on Statistical Machine Translation, 2013.

Krstovski, Kriste, David A. Smith, Hanna M. Wallach, and Andrew McGregor. “Efficient nearest-neighbor search in the probability simplex.” In Proceedings of the International Conference on the Theory of Information Retrieval (ICTIR), 2013.

Le, Long T., Tina Eliassi-Rad, Foster J. Provost, and Lauren Moores. “Hyperlocal: Inferring Location of IP Addresses in Real-Time Bid Requests for Mobile Ads.” In Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2013.

Li, Zhenhua, Christo Wilson, Zhefu Jiang, Yao Liu, Ben Zhao, Cheng Jin, Zhi-Li Zhang, and Yafei Dai. “Efficient Batched Synchronization in Dropbox-like Cloud Storage Services.” In Proceedings of the ACM/IFIP/USENIX International Middleware Conference, 2013.

Lin, Yu-Ru, Drew Margolin, Brian Keegan, Andrea Baronchelli, and David Lazer. “#Bigbirds Never Die: Understanding Social Dynamics of Emergent Hashtags.” In Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media, 2013.

Lin, Yu-Ru, Drew Margolin, Brian Keegan, and David Lazer. “Voices of Victory: A Computational Focus Group Framework for Tracking Opinion Shift in Real Time.” In Proceedings of the 22nd International Conference on World Wide Web, 2013.

Lin, Yu-Ru, Drew Margolin, Brian Keegan, Mauro Martino, Sasha Goodman, and David Lazer. “Catching Fish in the Stream: Real Time Analysis of Audience Behavior in Social Media.” In Proceedings of the 2013 Conference on Computer Supported Cooperative Work Companion, 2013.

Malik, Sana, Alison Smith, Timothy Hawes, Panagis Papadatos, Jianyu Li, Cody Dunne, and Ben Shneiderman. “TopicFlow: Visualizing Topic Alignment of Twitter Data over Time.” In Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013.

Meirelles, Isabel. Design for Information: An introduction to the histories, theories, and best practices behind effective information visualizations. Rockport Publishers, 2013.

Modestino, Alicia Sasser and Julia Dennett. “Are American Homeowners Locked into Their Houses? The Impact of Housing Market Conditions on State-to-State Migration.” In Regional Science and Urban Economics, 2013.

Nabian, Nashid, Dietmar Offenhuber, Anthony Vanky, and Carlo Ratti. “Data Dimension: Accessing Urban Data and Making it Accessible.” In Proceedings of the Institution of Civil Engineers-Urban Design and Planning, 2013.

Offenhuber, Dietmar. “Kuleshov’s Display – on Contextual Invisibility.” In Throughout: Art and Culture Emerging with Ubiquitous Computing, edited by Ulrik Ekman, 2013.

Offenhuber, Dietmar and Katia Schechtner, eds. Accountability Technologies: Tools or Asking Hard Questions, 2013.

Offenhuber, Dietmar, Malima I. Wolf, and Carlo Ratti. “Trash Track–Active Location Sensing for Evaluating E-Waste Transportation.” In Waste Management & Research, 2013.

Onella, J.P., B. Waber, A. Pentland, S. Schnorff, and D. Lazer. “Using sociometers to quantify social interaction patterns.” In Nature Scientific Reports, 2013.

Papadimitriou, Spiros and Tina Eliassi-Rad. “Mining Data from Mobile Devices: A Survey of Smart Sensing and Analytics.” In The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013.

Phithakkitnukoon, Santi, Malima I. Wolf, Dietmar Offenhuber, David Lee, Assaf Biderman, and Carlo Ratti. “Tracking Trash.” In IEEE Pervasive Computing, 2013.

Riedl, Christoph, Felix Kobler, Supama Goswami, and Helmut Krcmar. “Tweeting to Feel Connected: A Model for Social Connectedness in Online Social Networks.” In International Journal of Human-Computer Interaction, 2013.

Riedl, Christoph, Ivo Blohm, Jan Marco Leimeister, and Helmut Krcmar. “The Effect of Rating  Scales on Decision Quality and User Attitudes in Online Innovation Communities.” In International Journal of Electronic Commerce, 2013.

Smead, Rory and Patrick Forber. “The Evolutionary Dynamics of Spite in Finite Populations.” In Evolution, 2013.

Smith, David A., Ryan Cordell, and Elizabeth Maddock Dillon. “Infectious texts: Modeling text reuse in nineteenth-century newspapers.” In IEEE Workshop on Big Data and the Humanities, 2013.

Suarez, J.L., F. Sancho-Caparrini, E. Ortega, J. de la Rosa, N. Caldas, and D. Brown. “Towards a Digital Geography of Hispanic Baroque Art.” In Literary and Linguistic Computing, 2013.

Wang, Gang, Manish Mohanlal, Christo Wilson, Xiao Wang, Miriam Metzger, Haitao Zheng, and Ben Y. Zhao. “Social Turing Tests; Crowdsourcing Sybil Detection.” In Proceedings of the Network and Distributed System Security Symposium, 2013.

Wang, Gang, Tristan Konolige, Christo Wilson, Xiao Wang, Heather Zheng, and Ben Zhao. “You Are How You Click: Clickstream Analysis for Sybil Detection.” In Proceedings of USENIX Security, 2013.

Wang, Lu and Claire Cardie. “Domain-Independent Abstract Generation for Focused Meeting Summarization.” In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013.

Wang, Lu, Hema Raghavan, Vittorio Castelli, Radu Florian, and Claire Cardie. “A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization.” In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013.

Xu, Xiaoxi, Tom Murray, Beverly Park Woolf, and David A. Smith. “Mining Social Deliberation in Online Communication: If You Were Me and I Were You.” In Proceedings of the 6th International Conference on Educational Data Mining, 2013.

Zhang, Liang and Alan Mislove. “Building Confederated Web-Based Services with Priv.lo.” In Proceedings of Conference on Online Social Networks, 2013.

Zhang, Liang, Fangfei Zhou, Alan Mislove, and Ravi Sundaram. “Maygh: Building a CDN from Client Web Browsers.” In Proceedings of European Conference on Computer Systems, 2013.

Berlingerio, Michele, Danai Koutra, Tina Eliassi-Rad, and Christos Faloutsos. “NetSimile: A Scalable Approach to Size-Independent Network Similarity.” Working Paper, 2012.

Binz-Scharf, M., D. Lazer, and I. Mergel. “Searching for answers: Networks of Practice among Public Administrators.” In American Review of Public Administration, 2012. Awarded best paper of the year in ARPA in 2012.

Cao, Nan, Yu-Ru Lin, Xiaohua Sun, David Lazer, Shixia Liu, and Huamin Qu. “Whisper: Tracing the Spatiotemporal Process of Information Diffusion in Real Time.” In IEEE Transactions on Visualization and Computer Graphics, 2012.

Dillon, Elizabeth Maddock. “John Marrant Blows the French Horn: Print, Performance, and Publics in Early African American Literature.” In Early African American Print Culture, edited by Lara Langer Cohen, 2012.

Esterling, K., M. Neblo, and D. Lazer. “Means, Motive, & Opportunity in Becoming Informed About Politics: A Deliberative Field Experiment with Members of Congress and Their Constituents.” In Public Opinion Quarterly 75, 2012.

Flanders, Julia. “Time, Labor, and ‘Alternate Careers’ in Digital Humanities Knowledge Work.” In Debates in the Digital Humanities, ed. Matthew K. Gold. University of Minnesota Press, 2012.

Flanders, Julia. “Collaboration and Dissent: Challenges of Collaborative Standards for Digital Humanities.” In Collaborative Research in Digital Humanities, ed. Marilyn Deegan and Willard McCarty. Ashgate Publishing, 2012.

Gupte, Mangesh and Tina Eliassi-Rad. “Measuring Tie Strength in Implicit Social Networks.” In Proceedings of the 4th Annual ACM Web Science Conference, 2012.

Henderson, Keith, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, and Lei Li. “RolX: Structural Role Extraction & Mining in Large Graphs.” In Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012.

Lazer, David. “Networks and Politics: The Case of Human Rights.” In Understanding Social Action, Promoting Human Rights edited by Ryan Goodman, Derek Jinks, and Andrew K. Woods, 2012.

Lazer, David and Ethan S. Bernstein. “Problem Solving and Search in Networks.” In Cognitive Search: Evolution, Algorithms, and the Brain edited by Peter M. Todd, Thomas Trenholm Hills, and Trevor W. Robbins, 2012.

Naradowsky, Jason, Sebastian Riedel, and David A. Smith. “Improving NLP through marginalization of hidden syntactic structure.” In Proceedings of the Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), 2012.

Naradowsky, Jason, Tim Vieira, and David A. Smith. “Grammarless parsing for joint inference.” In Proceedings of the International Conference on Computational Linguistics (COLING), 2012.

Neville, Jennifer, Brian Gallagher, Tina Eliassi-Rad, and Tao Wang. “Correcting Evaluation Bias of Relational Classifiers with Network Cross Validation.” In Knowledge and Information Systems, 2012.

Schmidt, Benjamin M. “Words Alone: Dismantling Topic Models in the Humanities.” In Journal of Digital Humanities, 2012.

Sim, Yanchuan, Noah A. Smith, and David A. Smith. “Discovering factions in the computational linguistics community.” In ACL Workshop on Rediscovering 50 Years of Discoveries, 2012.

Tong, Hanhang, B. Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, and Christos Faloutsos. “Gelling, and Melting, Large Graphs by Edge Manipulation.” In Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012.

Tong, Hanghang, Spiros Papadimitriou, Christos Faloutsos, Philip S. Yu, and Tina Eliassi-Rad. “Gateway Finder in Large Graphs: Problem Definitions and Fast Solutions.” In Information Retrieval, 2012.

Esterling, K., D. Lazer, and M. Neblo. “Representative Communication: Website Interactivity & Distributional Path Dependence in the U.S. Congress.” In Political Communication, 2011.

Esterling, K., M. Neblo, and D. Lazer. “Estimating Treatment Effects in the Presence of Noncompliance and Nonresponse: The Generalized Endogenous Treatment Model.” In Political Analysis, 2011.

Esterling, K., M. Neblo, and D. Lazer. “Means, Motive, and Opportunity in Becoming Informed about Politics: A Deliberative Field Experiment with Members of Congress and Their Constituents.” In Public Opinion Quarterly, 2011.

Flanders, Julia. “Collaboration and Dissent: Challenges of Collaborative Standards for Digital Humanities.” In Collaborative Research in the Digital Humanities ed. Marilyn Deegan and Willard McCarty, 2011.

Lazer, D. “Networks in Political Science: Back to the Future.” In PS: Political Science & Politics, 2011.

Lazer, D., I. Mergel, C. Ziniel, K. Esterling, and M. Neblo. “The multiple institutional logics of innovation.” In International Public Management Journal, 2011.