Kristina Lerman

445 papers A* 23A 45B 11C 4Misc 8Journal 254Unranked 93

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	BigTokDetect: A Clinically-Informed Vision-Language Modeling Framework for Detecting Pro-Bigorexia Videos on TikTok. EACL (Volume 1: Long Papers) Minh Duc Chu, Kshitij Pawar, Zihao He, Roxanna Sharifi, Ross M. Sonnenblick, Magdalayna Curry, Laura D'Adamo, Lindsay Young, Stuart B. Murray, Kristina Lerman
2026	A	`conf`	Cyberpsychology: Emotion as the Hidden Driver of Social Behavior in Online Networks. WSDM Kristina Lerman
2026	A*	`conf`	Emergence of Structural Disparities in the Web of Scientific Citations. WWW Buddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy, Kristina Lerman
2026	J	`jnl`	Emergence of Structural Disparities in the Web of Scientific Citations. CoRR Buddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy, Kristina Lerman
2026	J	`jnl`	Tied In on TikTok: Tie Strength and Emotional Dynamics in Algorithmic Communities. CoRR Charles Bickham, Minh Duc Chu, Arianna Yuan, Valerie Lookingbill, Ehsan Mohammadi, Stuart B. Murray, Kristina Lerman, Emilio Ferrara
2025	—	`conf`	Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors. NAACL (Long Papers) Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
2025	J	`jnl`	BigTokDetect: A Clinically-Informed Vision-Language Modeling Framework for Detecting Pro-Bigorexia Videos on TikTok. CoRR Minh Duc Chu, Kshitij Pawar, Zihao He, Roxanna Sharifi, Ross Sonnenblick, Magdalayna Curry, Laura D'Adamo, Lindsay Young, Stuart B. Murray, Kristina Lerman
2025	—	`conf`	Characterizing Network Structure of Anti-Trans Actors on TikTok. WebSci Maxyn Rose Leitner, Rebecca Dorn, Fred Morstatter, Kristina Lerman
2025	J	`jnl`	Characterizing Network Structure of Anti-Trans Actors on TikTok. CoRR Maxyn Leitner, Rebecca Dorn, Fred Morstatter, Kristina Lerman
2025	J	`jnl`	Decoding Neural Signatures of Semantic Evaluations in Depression and Suicidality. CoRR Woojae Jeong, Aditya Kommineni, Kleanthis Avramidis, Colin McDaniel, Donald Berry, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B. Rael Cahn, Idan A. Blank, Kristina Lerman, Dimitrios Pantazis, Sudarsana Reddy Kadiri, Takfarinas Medani, Shrikanth Narayanan, Richard M. Leahy
2025	J	`jnl`	Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements. CoRR Kleanthis Avramidis, Woojae Jeong, Aditya Kommineni, Sudarsana Reddy Kadiri, Marcus Ma, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B. Rael Cahn, Idan A. Blank, Kristina Lerman, Takfarinas Medani, Richard M. Leahy, Shrikanth Narayanan
2025	J	`jnl`	EDTok: A Dataset for Eating Disorder Content on TikTok. CoRR Charles Bickham, Bryan Ramirez-Gonzalez, Minh Duc Chu, Kristina Lerman, Emilio Ferrara
2025	—	`conf`	Estimating Causal Effects of Text Interventions Leveraging LLMs. IJCNLP-AACL (Findings) Siyi Guo, Myrl G. Marmarelis, Fred Morstatter, Kristina Lerman
2025	A	`conf`	Fear and Loathing on the Frontline: Decoding the Language of Othering by Russia-Ukraine War Bloggers. ICWSM Patrick Gérard, Tim Weninger, Kristina Lerman
2025	J	`jnl`	Gendered Divides in Online Discussions about Reproductive Rights. CoRR Ashwin Rao, Sze Yuh Nina Wang, Kristina Lerman
2025	A*	`conf`	Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts. EMNLP Georgios Chochlakis, Peter Wu, Arjun Bedi, Marcus Ma, Kristina Lerman, Shrikanth Narayanan
2025	J	`jnl`	Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts. CoRR Georgios Chochlakis, Peter Wu, Arjun Bedi, Marcus Ma, Kristina Lerman, Shrikanth Narayanan
2025	J	`jnl`	Illusions of Intimacy: Emotional Attachment and Emerging Psychological Risks in Human-AI Relationships. CoRR Minh Duc Chu, Patrick Gérard, Kshitij Pawar, Charles Bickham, Kristina Lerman
2025	—	`conf`	Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities. NAACL (Long Papers) Minh Duc Chu, Zihao He, Rebecca Dorn, Kristina Lerman
2025	A*	`conf`	In-Group Love, Out-Group Hate: A Framework to Measure Affective Polarization via Contentious Online Discussions. WWW Buddhika Nettasinghe, Ashwin Rao, Bohan Jiang, Allon G. Percus, Kristina Lerman
2025	Misc	`conf`	Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks. ICASSP Georgios Chochlakis, Niyantha Maruthu Pandiyan, Kristina Lerman, Shrikanth Narayanan
2025	A	`conf`	Modeling Information Narrative Evolution on Telegram During the Russia-Ukraine War. ICWSM Patrick Gérard, Svitlana Volkova, Louis Penafiel, Kristina Lerman, Tim Weninger
2025	J	`jnl`	Neural Responses to Affective Sentences Reveal Signatures of Depression. CoRR Aditya Kommineni, Woojae Jeong, Kleanthis Avramidis, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Kristina Lerman, Idan A. Blank, Dani Byrd, Assal Habibi, B. Rael Cahn, Sudarsana Kadiri, Takfarinas Medani, Richard M. Leahy, Shrikanth Narayanan
2025	A	`conf`	Polarized Online Discourse on Abortion: Frames and Hostile Expressions Among Liberals and Conservatives. ICWSM Ashwin Rao, Rong-Ching Chang, Qiankun Zhong, Kristina Lerman, Magdalena Wojcieszak
2025	J	`jnl`	Reinforcing Stereotypes of Anger: Emotion AI on African American Vernacular English. CoRR Rebecca Dorn, Christina Chance, Casandra Rusti, Charles Bickham, Kai-Wei Chang, Fred Morstatter, Kristina Lerman
2025	A*	`conf`	STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models. EMNLP Kai Chen, Zihao He, Taiwei Shi, Kristina Lerman
2025	J	`jnl`	STEER-BENCH: A Benchmark for Evaluating the Steerability of Large Language Models. CoRR Kai Chen, Zihao He, Taiwei Shi, Kristina Lerman
2025	J	`jnl`	Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities. EPJ Data Sci. Kristina Lerman, Minh Duc Chu, Charles Bickham, Luca Luceri, Emilio Ferrara
2025	J	`jnl`	Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation. CoRR Hieu Nguyen, Zihao He, Shoumik Atul Gandre, Ujjwal Pasupulety, Sharanya Kumari Shivakumar, Kristina Lerman
2025	J	`jnl`	TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors. CoRR Tiantian Feng, Brandon M. Booth, Karel Mundnich, Emily Zhou, Benjamin Girault, Kristina Lerman, Shrikanth Narayanan
2025	A	`conf`	The Peripatetic Hater: Predicting Movement Among Hate Subreddits. ICWSM Daniel Hickey, Daniel M. T. Fessler, Matheus Schmitz, Kristina Lerman, Keith Burghardt
2025	J	`jnl`	The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape. ACM Trans. Web Siyi Guo, Zihao He, Ashwin Rao, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2024	J	`jnl`	#EpiTwitter: Public Health Messaging During the COVID-19 Pandemic. CoRR Ashwin Rao, Nazanin Sabri, Siyi Guo, Louiqa Raschid, Kristina Lerman
2024	J	`jnl`	Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors. CoRR Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
2024	J	`jnl`	Assessing the Impact of Conspiracy Theories Using Large Language Models. CoRR Bohan Jiang, Dawei Li, Zhen Tan, Xinyi Zhou, Ashwin Rao, Kristina Lerman, H. Russell Bernard, Huan Liu
2024	—	`conf`	Bias Reduction in Social Networks Through Agent-Based Simulations. BIAS Nathan Bartley, Keith Burghardt, Kristina Lerman
2024	J	`jnl`	Bias Reduction in Social Networks through Agent-Based Simulations. CoRR Nathan Bartley, Keith Burghardt, Kristina Lerman
2024	J	`jnl`	COMMUNITY-CROSS-INSTRUCT: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities. CoRR Zihao He, Rebecca Dorn, Siyi Guo, Minh Duc Chu, Kristina Lerman
2024	A	`conf`	CPL-NoViD: Context-Aware Prompt-Based Learning for Norm Violation Detection in Online Communities. ICWSM Zihao He, Jonathan May, Kristina Lerman
2024	—	`conf`	Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. NAACL-HLT Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman
2024	J	`jnl`	Characterizing Online Eating Disorder Communities with Large Language Models. CoRR Minh Duc Chu, Aryan Karnati, Zihao He, Kristina Lerman
2024	A*	`conf`	Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities. EMNLP Zihao He, Minh Duc Chu, Rebecca Dorn, Siyi Guo, Kristina Lerman
2024	A	`conf`	Discovering Collective Narratives Shifts in Online Discussions. ICWSM Wanying Zhao, Siyi Guo, Kristina Lerman, Yong-Yeol Ahn
2024	J	`jnl`	Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations. CoRR Abhishek Anand, Negar Mokhberian, Prathyusha Naresh Kumar, Anweasha Saha, Zihao He, Ashwin Rao, Fred Morstatter, Kristina Lerman
2024	J	`jnl`	Dynamics of Affective Polarization: From Consensus to Partisan Divides. CoRR Buddhika Nettasinghe, Allon G. Percus, Kristina Lerman
2024	J	`jnl`	Estimating Causal Effects of Text Interventions Leveraging LLMs. CoRR Siyi Guo, Myrl G. Marmarelis, Fred Morstatter, Kristina Lerman
2024	J	`jnl`	Fear and Loathing on the Frontline: Decoding the Language of Othering by Russia-Ukraine War Bloggers. CoRR Patrick Gérard, William Theisen, Tim Weninger, Kristina Lerman
2024	J	`jnl`	Feelings about Bodies: Emotions on Diet and Fitness Forums Reveal Gendered Stereotypes and Body Image Concerns. CoRR Cinthia Sánchez, Minh Duc Chu, Zihao He, Rebecca Dorn, Stuart Murray, Kristina Lerman
2024	J	`jnl`	GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru. CoRR Gabriela Pinto, Keith Burghardt, Kristina Lerman, Emilio Ferrara
2024	—	`conf`	Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias. EAAMO Rebecca Dorn, Lee Kezar, Fred Morstatter, Kristina Lerman
2024	J	`jnl`	Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias. CoRR Rebecca Dorn, Lee Kezar, Fred Morstatter, Kristina Lerman
2024	J	`jnl`	Hidden in Plain Sight: Exploring the Intersections of Mental Health, Eating Disorders, and Content Moderation on TikTok. CoRR Charles Bickham, Kia Kazemi-Nia, Luca Luceri, Kristina Lerman, Emilio Ferrara
2024	J	`jnl`	Hostile Counterspeech Drives Users From Hate Subreddits. CoRR Daniel Hickey, Matheus Schmitz, Daniel Fessler, Paul E. Smaldino, Kristina Lerman, Goran Muric, Keith Burghardt
2024	A*	`conf`	How Susceptible are Large Language Models to Ideological Manipulation? EMNLP Kai Chen, Zihao He, Jun Yan, Taiwei Shi, Kristina Lerman
2024	J	`jnl`	How Susceptible are Large Language Models to Ideological Manipulation? CoRR Kai Chen, Zihao He, Jun Yan, Taiwei Shi, Kristina Lerman
2024	—	`conf`	Impacts of Personalization on Social Network Exposure. ASONAM (2) Nathan Bartley, Keith Burghardt, Kristina Lerman
2024	J	`jnl`	Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities. CoRR Minh Duc Chu, Zihao He, Rebecca Dorn, Kristina Lerman
2024	J	`jnl`	In-Group Love, Out-Group Hate: A Framework to Measure Affective Polarization via Contentious Online Discussions. CoRR Buddhika Nettasinghe, Ashwin Rao, Bohan Jiang, Allon G. Percus, Kristina Lerman
2024	A	`conf`	IsamasRed: A Public Dataset Tracking Reddit Discussions on Israel-Hamas Conflict. ICWSM Kai Chen, Zihao He, Keith Burghardt, Jingxin Zhang, Kristina Lerman
2024	J	`jnl`	IsamasRed: A Public Dataset Tracking Reddit Discussions on Israel-Hamas Conflict. CoRR Kai Chen, Zihao He, Keith Burghardt, Jingxin Zhang, Kristina Lerman
2024	J	`jnl`	Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames. CoRR Keith Burghardt, Kai Chen, Kristina Lerman
2024	J	`jnl`	Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks. CoRR Georgios Chochlakis, Niyantha Maruthu Pandiyan, Kristina Lerman, Shrikanth Narayanan
2024	—	`conf`	Machine Learning Insights Into Eating Disorder Twitter Communities. CHI Extended Abstracts Hsien-Te Kao, Isabel Erickson, Minh Duc Chu, Zihao He, Kristina Lerman, Svitlana Volkova
2024	J	`jnl`	Modeling Information Narrative Detection and Evolution on Telegram during the Russia-Ukraine War. CoRR Patrick Gérard, Svitlana Volkova, Louis Penafiel, Kristina Lerman, Tim Weninger
2024	—	`conf`	Non-binary Gender Expression in Online Interactions. ASONAM (2) Rebecca Dorn, Negar Mokhberian, Julie Jiang, Jeremy Abramson, Fred Morstatter, Kristina Lerman
2024	J	`jnl`	RTs != Endorsements: Rethinking Exposure Fairness on Social Media Platforms. CoRR Nathan Bartley, Kristina Lerman
2024	—	`conf`	Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities. EACL (Findings) Zihao He, Ashwin Rao, Siyi Guo, Negar Mokhberian, Kristina Lerman
2024	J	`jnl`	Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities. CoRR Zihao He, Ashwin Rao, Siyi Guo, Negar Mokhberian, Kristina Lerman
2024	J	`jnl`	Safe Spaces or Toxic Places? Content Moderation and Social Dynamics of Online Eating Disorder Communities. CoRR Kristina Lerman, Minh Duc Chu, Charles Bickham, Luca Luceri, Emilio Ferrara
2024	J	`jnl`	SoMeR: Multi-View User Representation Learning for Social Media. CoRR Siyi Guo, Keith Burghardt, Valeria Pantè, Kristina Lerman
2024	A	`conf`	Socio-Linguistic Characteristics of Coordinated Inauthentic Accounts. ICWSM Keith Burghardt, Ashwin Rao, Georgios Chochlakis, Sabyasachee Baruah, Siyi Guo, Zihao He, Andrew Rojecki, Shrikanth Narayanan, Kristina Lerman
2024	J	`jnl`	Strong Friendship Paradox in Social Networks. CoRR Kristina Lerman
2024	J	`jnl`	Surprising Resilience of Science During a Global Pandemic: A Large-Scale Descriptive Analysis. CoRR Kian Ahrabian, Casandra Rusti, Ziao Wang, Jay Pujara, Kristina Lerman
2024	J	`jnl`	The Peripatetic Hater: Predicting Movement Among Hate Subreddits. CoRR Daniel Hickey, Daniel M. T. Fessler, Kristina Lerman, Keith Burghardt
2024	J	`jnl`	The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape. CoRR Siyi Guo, Zihao He, Ashwin Rao, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2024	B	`conf`	The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition. ACII Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
2024	J	`jnl`	The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition. CoRR Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
2024	J	`jnl`	Towards Safer Online Spaces: Simulating and Assessing Intervention Strategies for Eating Disorder Discussions. CoRR Louis Penafiel, Hsien-Te Kao, Isabel Erickson, David Chu, Robert McCormack, Kristina Lerman, Svitlana Volkova
2024	J	`jnl`	Trust and Terror: Hazards in Text Reveal Negatively Biased Credulity and Partisan Negativity Bias. CoRR Keith Burghardt, Daniel Fessler, Chyna Tang, Anne Pisor, Kristina Lerman
2024	J	`jnl`	Whose Emotions and Moral Sentiments Do Language Models Reflect? CoRR Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman
2024	—	`conf`	Whose Emotions and Moral Sentiments do Language Models Reflect? ACL (Findings) Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman
2023	A	`conf`	#RoeOverturned: Twitter Dataset on the Abortion Rights Controversy. ICWSM Rong-Ching Chang, Ashwin Rao, Qiankun Zhong, Magdalena Wojcieszak, Kristina Lerman
2023	J	`jnl`	#RoeOverturned: Twitter Dataset on the Abortion Rights Controversy. CoRR Rong-Ching Chang, Ashwin Rao, Qiankun Zhong, Magdalena Wojcieszak, Kristina Lerman
2023	A	`conf`	A Data Fusion Framework for Multi-Domain Morality Learning. ICWSM Siyi Guo, Negar Mokhberian, Kristina Lerman
2023	J	`jnl`	A Data Fusion Framework for Multi-Domain Morality Learning. CoRR Siyi Guo, Negar Mokhberian, Kristina Lerman
2023	A*	`conf`	ALCAP: Alignment-Augmented Music Captioner. EMNLP Zihao He, Weituo Hao, Wei Tsung Lu, Changyou Chen, Kristina Lerman, Xuchen Song
2023	J	`jnl`	Affective Polarization in Social Networks. CoRR Dan Feldman, Ashwin Rao, Zihao He, Kristina Lerman
2023	—	`conf`	Anger Breeds Controversy: Analyzing Controversy and Emotions on Reddit. SBP-BRiMS Kai Chen, Zihao He, Rong-Ching Chang, Jonathan May, Kristina Lerman
2023	J	`jnl`	CPL-NoViD: Context-Aware Prompt-based Learning for Norm Violation Detection in Online Communities. CoRR Zihao He, Jonathan May, Kristina Lerman
2023	J	`jnl`	Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. CoRR Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman
2023	J	`jnl`	Clique Densification in Networks. CoRR Haochen Pi, Keith Burghardt, Allon G. Percus, Kristina Lerman
2023	J	`jnl`	Data-Driven Estimation of Heterogeneous Treatment Effects. CoRR Christopher Tran, Keith Burghardt, Kristina Lerman, Elena Zheleva
2023	J	`jnl`	Discovering collective narratives shifts in online discussions. CoRR Wanying Zhao, Fiona Guo, Kristina Lerman, Yong-Yeol Ahn
2023	B	`conf`	Evaluating Content Exposure Bias in Social Networks. ASONAM Nathan Bartley, Keith Burghardt, Kristina Lerman
2023	—	`conf`	Feedback Loops and Complex Dynamics of Harmful Speech in Online Discussions. SBP-BRiMS Rong-Ching Chang, Jonathan May, Kristina Lerman
2023	J	`jnl`	Gender and Prestige Bias in Coronavirus News Reporting. CoRR Rebecca Dorn, Yiwen Ma, Fred Morstatter, Kristina Lerman
2023	J	`jnl`	Inducing Political Bias Allows Language Models Anticipate Partisan Reactions to Controversies. CoRR Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman
2023	Misc	`conf`	Leveraging Label Correlations in a Multi-Label Setting: a Case Study in Emotion. ICASSP Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan
2023	B	`conf`	Measuring Online Emotional Reactions to Events. ASONAM Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2023	J	`jnl`	Measuring Online Emotional Reactions to Offline Events. CoRR Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2023	J	`jnl`	Non-Binary Gender Expression in Online Interactions. CoRR Rebecca Dorn, Julie Jiang, Jeremy Abramson, Kristina Lerman
2023	J	`jnl`	Non-conservative diffusion and its application to social network analysis. J. Complex Networks Rumi Ghosh, Kristina Lerman, Tawan Surachawala, Konstantin Voevodski, Shang-Hua Teng
2023	J	`jnl`	Pandemic Culture Wars: Partisan Asymmetries in the Moral Language of COVID-19 Discussions. CoRR Ashwin Rao, Siyi Guo, Sze-Yuh Nina Wang, Fred Morstatter, Kristina Lerman
2023	B	`conf`	Pandemic Culture Wars: Partisan Differences in the Moral Language of COVID-19 Discussions. IEEE Big Data Ashwin Rao, Siyi Guo, Sze-Yuh Nina Wang, Fred Morstatter, Kristina Lerman
2023	J	`jnl`	Radicalized by Thinness: Using a Model of Radicalization to Understand Pro-Anorexia Communities on Twitter. CoRR Kristina Lerman, Aryan Karnati, Shuchan Zhou, Siyi Chen, Sudesh Kumar, Zihao He, Joanna Yau, Abigail L. Horn
2023	B	`conf`	Retweets Amplify the Echo Chamber Effect. ASONAM Ashwin Rao, Fred Morstatter, Kristina Lerman
2023	J	`jnl`	Socio-Linguistic Characteristics of Coordinated Inauthentic Accounts. CoRR Keith Burghardt, Ashwin Rao, Siyi Guo, Zihao He, Georgios Chochlakis, Sabyasachee Baruah, Andrew Rojecki, Shri Narayanan, Kristina Lerman
2023	—	`conf`	Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction. ICHI Homa Hosseinmardi, Amir Ghasemian, Kristina Lerman, Shrikanth Narayanan, Emilio Ferrara
2023	J	`jnl`	Tracking a Year of Polarized Twitter Discourse on Abortion. CoRR Ashwin Rao, Rong-Ching Chang, Qiankun Zhong, Kristina Lerman, Magdalena Wojcieszak
2023	Misc	`conf`	Using Emotion Embeddings to Transfer Knowledge between Emotions, Languages, and Annotation Formats. ICASSP Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan
2023	—	`conf`	Zero-Shot Meta-Learning for Small-Scale Data From Human Subjects. ICHI Julie Jiang, Kristina Lerman, Emilio Ferrara
2022	J	`jnl`	A Survey on Bias and Fairness in Machine Learning. ACM Comput. Surv. Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, Aram Galstyan
2022	J	`jnl`	Anger Breeds Controversy: Analyzing Controversy and Emotions on Reddit. CoRR Kai Chen, Zihao He, Rong-Ching Chang, Jonathan May, Kristina Lerman
2022	A*	`conf`	Assessing Scientific Research Papers with Knowledge Graphs. SIGIR Kexuan Sun, Zhiqiang Qiu, Abel Salinas, Yuzhong Huang, Dong-Ho Lee, Daniel Benjamin, Fred Morstatter, Xiang Ren, Kristina Lerman, Jay Pujara
2022	J	`jnl`	Emergent Instabilities in Algorithmic Feedback Loops. CoRR Keith Burghardt, Kristina Lerman
2022	—	`conf`	Emotion Regulation and Dynamics of Moral Concerns During the Early COVID-19 Pandemic. ICWSM Workshops Siyi Guo, Keith Burghardt, Ashwin Rao, Kristina Lerman
2022	J	`jnl`	Emotion Regulation and Dynamics of Moral Concerns During the Early COVID-19 Pandemic. CoRR Siyi Guo, Keith Burghardt, Ashwin Rao, Kristina Lerman
2022	—	`conf`	Infusing Knowledge from Wikipedia to Enhance Stance Detection. WASSA@ACL Zihao He, Negar Mokhberian, Kristina Lerman
2022	J	`jnl`	Infusing Knowledge from Wikipedia to Enhance Stance Detection. CoRR Zihao He, Negar Mokhberian, Kristina Lerman
2022	J	`jnl`	Large-scale agent-based simulations of online social networks. Auton. Agents Multi Agent Syst. Goran Muric, Alexey Tregubov, Jim Blythe, Andrés Abeliuk, Divya Choudhary, Kristina Lerman, Emilio Ferrara
2022	C	`conf`	Learning Fairer Interventions. AIES Yuzi He, Keith Burghardt, Siyi Guo, Kristina Lerman
2022	J	`jnl`	Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion. CoRR Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan
2022	J	`jnl`	Leveraging change point detection to discover natural experiments in data. EPJ Data Sci. Yuzi He, Keith A. Burghardt, Kristina Lerman
2022	B	`conf`	Noise Audits Improve Moral Foundation Classification. ASONAM Negar Mokhberian, Frederic R. Hopp, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman
2022	J	`jnl`	Noise Audits Improve Moral Foundation Classification. CoRR Negar Mokhberian, Frederic R. Hopp, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman
2022	J	`jnl`	Partisan Asymmetries in Exposure to Misinformation. CoRR Ashwin Rao, Fred Morstatter, Kristina Lerman
2022	J	`jnl`	Retweets Distort Exposure to Polarized Information. CoRR Ashwin Rao, Fred Morstatter, Kristina Lerman
2022	J	`jnl`	Road network evolution in the urban and rural United States since 1900. Comput. Environ. Urban Syst. Keith Burghardt, Johannes H. Uhl, Kristina Lerman, Stefan Leyk
2022	—	`conf`	The Social Emotional Web. CIC Kristina Lerman
2022	J	`jnl`	The Social Emotional Web. CoRR Kristina Lerman
2022	J	`jnl`	Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats. CoRR Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan
2022	J	`jnl`	Zero-shot meta-learning for small-scale data from human subjects. CoRR Julie Jiang, Kristina Lerman, Emilio Ferrara
2021	J	`jnl`	A Directed, Bi-Populated Preferential Attachment Model with Applications to Analyzing the Glass Ceiling Effect. CoRR Buddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy, Kristina Lerman
2021	J	`jnl`	A Model of Densifying Collaboration Networks. CoRR Keith A. Burghardt, Allon G. Percus, Kristina Lerman
2021	—	`conf`	Auditing Algorithmic Bias on Twitter. WebSci Nathan Bartley, Andrés Abeliuk, Emilio Ferrara, Kristina Lerman
2021	J	`jnl`	BD2K Training Coordinating Center's ERuDIte: The Educational Resource Discovery Index for Data Science. IEEE Trans. Emerg. Top. Comput. José Luis Ambite, Lily Fierro, Jonathan Gordon, Gully A. P. C. Burns, Florian Geigl, Kristina Lerman, John D. Van Horn
2021	—	`conf`	Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings. EMNLP (Findings) Zihao He, Negar Mokhberian, António Câmara, Andrés Abeliuk, Kristina Lerman
2021	J	`jnl`	Detecting Polarized Topics in COVID-19 News Using Partisanship-aware Contextualized Topic Embeddings. CoRR Zihao He, Negar Mokhberian, António Câmara, Andrés Abeliuk, Kristina Lerman
2021	J	`jnl`	DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data. CoRR Nazanin Alipourfard, Keith Burghardt, Kristina Lerman
2021	J	`jnl`	Emergence of Structural Inequalities in Scientific Citation Networks. CoRR Buddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy, Kristina Lerman
2021	J	`jnl`	Explaining classification performance and bias via network structure and sampling technique. Appl. Netw. Sci. Lisette Espín-Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner
2021	J	`jnl`	Follow the leader: Documents on the leading edge of semantic change get more citations. J. Assoc. Inf. Sci. Technol. Sandeep Soni, Kristina Lerman, Jacob Eisenstein
2021	—	`conf`	Having a Bad Day? Detecting the Impact of Atypical Events Using Wearable Sensors. SBP-BRiMS Keith Burghardt, Nazgol Tavabi, Emilio Ferrara, Shrikanth Narayanan, Kristina Lerman
2021	J	`jnl`	Heterogeneous Effects of Software Patches in a Multiplayer Online Battle Arena Game. CoRR Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman
2021	C	`conf`	Heterogeneous Effects of Software Patches in aMultiplayer Online Battle Arena Game. FDG Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman
2021	—	`conf`	Identifying Shifts in Collective Attention to Topics on Social Media. SBP-BRiMS Yuzi He, Ashwin Rao, Keith Burghardt, Kristina Lerman
2021	J	`jnl`	Individualized Context-Aware Tensor Factorization for Online Games Predictions. CoRR Julie Jiang, Kristina Lerman, Emilio Ferrara
2021	—	`conf`	Limiting Tags Fosters Efficiency. WebSci Tiago Santos, Keith Burghardt, Kristina Lerman, Denis Helic
2021	J	`jnl`	Limiting Tags Fosters Efficiency. CoRR Tiago Santos, Keith Burghardt, Kristina Lerman, Denis Helic
2021	—	`conf`	Mapping Moral Valence of Tweets Following The Killing of George Floyd. ICWSM Workshops J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham
2021	J	`jnl`	Mapping Moral Valence of Tweets Following the Killing of George Floyd. CoRR J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham
2021	B	`conf`	Mitigating the Bias of Heterogeneous Human Behavior in Affective Computing. ACII Shen Yan, Hsien-Te Kao, Kristina Lerman, Shrikanth Narayanan, Emilio Ferrara
2021	J	`jnl`	Pattern Discovery in Time Series with Byte Pair Encoding. CoRR Nazgol Tavabi, Kristina Lerman
2021	J	`jnl`	Scale-free degree distributions, homophily and the glass ceiling effect in directed networks. J. Complex Networks Buddhika Nettasinghe, Nazanin Alipourfard, Stephen Iota, Vikram Krishnamurthy, Kristina Lerman
2021	J	`jnl`	Socioeconomic Correlates of Anti-Science Attitudes in the US. Future Internet Minda Hu, Ashwin Rao, Mayank Kejriwal, Kristina Lerman
2021	—	`conf`	Speaker Turn Modeling for Dialogue Act Classification. EMNLP (Findings) Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani
2021	J	`jnl`	Speaker Turn Modeling for Dialogue Act Classification. CoRR Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani
2021	J	`jnl`	The Wide, the Deep, and the Maverick: Types of Players in Team-based Online Games. Proc. ACM Hum. Comput. Interact. Julie Jiang, Danaja Maldeniya, Kristina Lerman, Emilio Ferrara
2020	C	`conf`	A Geometric Solution to Fair Representations. AIES Yuzi He, Keith Burghardt, Kristina Lerman
2020	J	`jnl`	Affect Estimation with Wearable Sensors. J. Heal. Informatics Res. Shen Yan, Homa Hosseinmardi, Hsien-Te Kao, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara
2020	J	`jnl`	COVID-19 amplifies gender disparities in research. CoRR Goran Muric, Kristina Lerman, Emilio Ferrara
2020	J	`jnl`	COVID-19: The First Public Coronavirus Twitter Dataset. CoRR Emily Chen, Kristina Lerman, Emilio Ferrara
2020	A	`conf`	Can Badges Foster a More Welcoming Culture on Q&A Boards? ICWSM Tiago Santos, Keith Burghardt, Kristina Lerman, Denis Helic
2020	—	`conf`	Challenges in Forecasting Malicious Events from Incomplete Data. WWW (Companion Volume) Nazgol Tavabi, Andrés Abeliuk, Negar Mokhberian, Jeremy Abramson, Kristina Lerman
2020	J	`jnl`	Challenges in Forecasting Malicious Events from Incomplete Data. CoRR Nazgol Tavabi, Andrés Abeliuk, Negar Mokhberian, Jeremy Abramson, Kristina Lerman
2020	J	`jnl`	Diffusion in Social Networks: Effects of Monophilic Contagion, Friendship Paradox, and Reactive Networks. IEEE Trans. Netw. Sci. Eng. Buddhika Nettasinghe, Vikram Krishnamurthy, Kristina Lerman
2020	—	`conf`	Graph Embedding with Personalized Context Distribution. WWW (Companion Volume) Di Huang, Zihao He, Yuzhong Huang, Kexuan Sun, Sami Abu-El-Haija, Bryan Perozzi, Kristina Lerman, Fred Morstatter, Aram Galstyan
2020	J	`jnl`	Having a Bad Day? Detecting the Impact of Atypical Life Events Using Wearable Sensors. CoRR Keith Burghardt, Nazgol Tavabi, Emilio Ferrara, Shrikanth Narayanan, Kristina Lerman
2020	—	`conf`	Individualized Context-Aware Tensor Factorization for Online Games Predictions. ICDM (Workshops) Julie Jiang, Kristina Lerman, Emilio Ferrara
2020	J	`jnl`	Inherent Trade-offs in the Fair Allocation of Treatments. CoRR Yuzi He, Keith Burghardt, Siyi Guo, Kristina Lerman
2020	—	`conf`	Learning Behavioral Representations from Wearable Sensors. SBP-BRiMS Nazgol Tavabi, Homa Hosseinmardi, Jennifer L. Villatte, Andrés Abeliuk, Shrikanth Narayanan, Emilio Ferrara, Kristina Lerman
2020	A	`conf`	Massive Cross-Platform Simulations of Online Social Networks. AAMAS Goran Muric, Alexey Tregubov, Jim Blythe, Andrés Abeliuk, Divya Choudhary, Kristina Lerman, Emilio Ferrara
2020	—	`conf`	Moral Framing and Ideological Bias of News. SocInfo Negar Mokhberian, Andrés Abeliuk, Patrick Cummings, Kristina Lerman
2020	J	`jnl`	Moral Framing and Ideological Bias of News. CoRR Negar Mokhberian, Andrés Abeliuk, Patrick Cummings, Kristina Lerman
2020	J	`jnl`	Origins of Algorithmic Instabilities in Crowdsourced Ranking. CoRR Keith Burghardt, Tad Hogg, Raissa M. D'Souza, Kristina Lerman, Márton Pósfai
2020	J	`jnl`	Origins of Algorithmic Instabilities in Crowdsourced Ranking. Proc. ACM Hum. Comput. Interact. Keith Burghardt, Tad Hogg, Raissa M. D'Souza, Kristina Lerman, Márton Pósfai
2020	J	`jnl`	Political Partisanship and Anti-Science Attitudes in Online Discussions about Covid-19. CoRR Ashwin Rao, Fred Morstatter, Minda Hu, Emily Chen, Keith Burghardt, Emilio Ferrara, Kristina Lerman
2020	J	`jnl`	Predictability limit of partially observed systems. CoRR Andrés Abeliuk, Zhishen Huang, Emilio Ferrara, Kristina Lerman
2020	J	`jnl`	Systematic Biases in Aggregated COVID-19 Growth Rates. CoRR Keith Burghardt, Kristina Lerman
2020	J	`jnl`	TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers. CoRR Karel Mundnich, Brandon M. Booth, Michelle L'Hommedieu, Tiantian Feng, Benjamin Girault, Justin L'Hommedieu, Mackenzie Wildman, Sophia Skaaden, Amrutha Nadarajan, Jennifer L. Villatte, Tiago H. Falk, Kristina Lerman, Emilio Ferrara, Shrikanth Narayanan
2020	J	`jnl`	The Leaky Pipeline in Physics Publishing. CoRR Clara O. Ross, Aditya Gupta, Ninareh Mehrabi, Goran Muric, Kristina Lerman
2020	J	`jnl`	User-Based Collaborative Filtering Mobile Health System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Hsien-Te Kao, Shen Yan, Homa Hosseinmardi, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara
2019	J	`jnl`	A Survey on Bias and Fairness in Machine Learning. CoRR Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, Aram Galstyan
2019	J	`jnl`	Advancing the international data science workforce through shared training and education. F1000Research John D. Van Horn, Sumiko Abe, José Luis Ambite, Teresa K. Attwood, Niall Beard, Louisa Bellis, Avnish Bhattrai, Alex A. T. Bui, Gully Burns, Lily Fierro, Jonathan Gordon, Jeffrey S. Grethe, Jeana Kamdar, Xiaoyu Lei, Kristina Lerman, Annette McGrath, Nicola J. Mulder, Caroline O'Driscoll, Crystal Stewart, Sonika Tyagi
2019	—	`conf`	Characterizing Activity on the Deep and Dark Web. WWW (Companion Volume) Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk, Sandeep Soni, Emilio Ferrara, Kristina Lerman
2019	J	`jnl`	Characterizing Activity on the Deep and Dark Web. CoRR Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk, Sandeep Soni, Emilio Ferrara, Kristina Lerman
2019	J	`jnl`	Characterizing the 2016 Russian IRA influence campaign. Soc. Netw. Anal. Min. Adam Badawy, Aseel Addawood, Kristina Lerman, Emilio Ferrara
2019	J	`jnl`	Collaboration Drives Individual Productivity. CoRR Goran Muric, Andrés Abeliuk, Kristina Lerman, Emilio Ferrara
2019	J	`jnl`	Collaboration Drives Individual Productivity. Proc. ACM Hum. Comput. Interact. Goran Muric, Andrés Abeliuk, Kristina Lerman, Emilio Ferrara
2019	—	`ed.`	Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019. WWW (Companion Volume) Sihem Amer-Yahia, Mohammad Mahdian, Ashish Goel, Geert-Jan Houben, Kristina Lerman, Julian J. McAuley, Ricardo Baeza-Yates, Leila Zia
2019	J	`jnl`	Discovering Hidden Structure in High Dimensional Human Behavioral Data via Tensor Factorization. CoRR Homa Hosseinmardi, Hsien-Te Kao, Kristina Lerman, Emilio Ferrara
2019	—	`conf`	Estimating Individualized Daily Self-Reported Affect with Wearable Sensors. ICHI Shen Yan, Homa Hosseinmardi, Hsien-Te Kao, Shrikanth S. Narayanan, Kristina Lerman, Emilio Ferrara
2019	—	`conf`	Finding Prerequisite Relations using the Wikipedia Clickstream. WWW (Companion Volume) Mohsen Sayyadiharikandeh, Jonathan Gordon, José Luis Ambite, Kristina Lerman
2019	J	`jnl`	Follow the Leader: Documents on the Leading Edge of Semantic Change Get More Citations. CoRR Sandeep Soni, Kristina Lerman, Jacob Eisenstein
2019	J	`jnl`	Friendship Paradox Biases Perceptions in Directed Networks. CoRR Nazanin Alipourfard, Buddhika Nettasinghe, Andrés Abeliuk, Vikram Krishnamurthy, Kristina Lerman
2019	J	`jnl`	Learning Behavioral Representations from Wearable Sensors. CoRR Nazgol Tavabi, Homa Hosseinmardi, Jennifer L. Villatte, Andrés Abeliuk, Shrikanth S. Narayanan, Emilio Ferrara, Kristina Lerman
2019	J	`jnl`	Learning Fair and Interpretable Representations via Linear Orthogonalization. CoRR Yuzi He, Keith Burghardt, Kristina Lerman
2019	A	`conf`	Linguistic Cues to Deception: Identifying Political Trolls on Social Media. ICWSM Aseel Addawood, Adam Badawy, Kristina Lerman, Emilio Ferrara
2019	J	`jnl`	Massive Multi-Agent Data-Driven Simulations of the GitHub Ecosystem. CoRR Jim Blythe, John Bollenbacher, Di Huang, Pik-Mai Hui, Rachel Krohn, Diogo Pacheco, Goran Muric, Anna Sapienza, Alexey Tregubov, Yong-Yeol Ahn, Alessandro Flammini, Kristina Lerman, Filippo Menczer, Tim Weninger, Emilio Ferrara
2019	Misc	`conf`	Massive Multi-agent Data-Driven Simulations of the GitHub Ecosystem. PAAMS Jim Blythe, John Bollenbacher, Di Huang, Pik-Mai Hui, Rachel Krohn, Diogo Pacheco, Goran Muric, Anna Sapienza, Alexey Tregubov, Yong-Yeol Ahn, Alessandro Flammini, Kristina Lerman, Filippo Menczer, Tim Weninger, Emilio Ferrara
2019	A*	`conf`	MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing. ICML Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan
2019	J	`jnl`	MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing. CoRR Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Hrayr Harutyunyan, Nazanin Alipourfard, Kristina Lerman, Greg Ver Steeg, Aram Galstyan
2019	J	`jnl`	Predicting and explaining behavioral data with structured feature space decomposition. EPJ Data Sci. Peter G. Fennell, Zhiya Zuo, Kristina Lerman
2019	A	`ed.`	Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019 WSDM J. Shane Culpepper, Alistair Moffat, Paul N. Bennett, Kristina Lerman
2019	J	`jnl`	Quantifying the Impact of Cognitive Biases in Question-Answering Systems. CoRR Keith Burghardt, Tad Hogg, Kristina Lerman
2019	A	`conf`	The DARPA SocialSim Challenge: Massive Multi-Agent Simulations of the Github Ecosystem. AAMAS James Blythe, Emilio Ferrara, Di Huang, Kristina Lerman, Goran Muric, Anna Sapienza, Alexey Tregubov, Diogo Pacheco, John Bollenbacher, Alessandro Flammini, Pik-Mai Hui, Filippo Menczer
2019	—	`conf`	Who Falls for Online Political Manipulation? WWW (Companion Volume) Adam Badawy, Kristina Lerman, Emilio Ferrara
2018	B	`conf`	Analyzing the Digital Traces of Political Manipulation: The 2016 Russian Interference Twitter Campaign. ASONAM Adam Badawy, Emilio Ferrara, Kristina Lerman
2018	J	`jnl`	Analyzing the Digital Traces of Political Manipulation: The 2016 Russian Interference Twitter Campaign. CoRR Adam Badawy, Emilio Ferrara, Kristina Lerman
2018	J	`jnl`	Can you Trust the Trend: Discovering Simpson's Paradoxes in Social Data. CoRR Nazanin Alipourfard, Peter G. Fennell, Kristina Lerman
2018	A	`conf`	Can you Trust the Trend?: Discovering Simpson's Paradoxes in Social Data. WSDM Nazanin Alipourfard, Peter G. Fennell, Kristina Lerman
2018	J	`jnl`	Characterizing the 2016 Russian IRA Influence Campaign. CoRR Adam Badawy, Aseel Addawood, Kristina Lerman, Emilio Ferrara
2018	J	`jnl`	Computational social scientist beware: Simpson's paradox in behavioral data. J. Comput. Soc. Sci. Kristina Lerman
2018	J	`jnl`	Contagions in Social Networks: Effects of Monophilic Contagion, Friendship Paradox and Reactive Networks. CoRR Buddhika Nettasinghe, Vikram Krishnamurthy, Kristina Lerman
2018	—	`conf`	DISCOVER: Mining Online Chatter for Emerging Cyber Threats. WWW (Companion Volume) Anna Sapienza, Sindhu Kiranmai Ernala, Alessandro Bessi, Kristina Lerman, Emilio Ferrara
2018	A*	`conf`	DarkEmbed: Exploit Prediction With Neural Language Models. AAAI Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman
2018	J	`jnl`	Degree Correlations Amplify the Growth of Cascades in Networks. CoRR Xin-Zeng Wu, Peter G. Fennell, Allon G. Percus, Kristina Lerman
2018	Misc	`conf`	Democratizing data science through data science training. PSB John Darrell Van Horn, Lily Fierro, Jeana Kamdar, Jonathan Gordon, Crystal Stewart, Avnish Bhattrai, Sumiko Abe, Xiaoxiao Lei, Caroline O'Driscoll, Aakanchha Sinha, Priyambada Jain, Gully Burns, Kristina Lerman, José Luis Ambite
2018	—	`conf`	Discovering Latent Psychological Structures from Self-Report Assessments of Hospital Workers. BESC Hsien-Te Kao, Homa Hosseinmardi, Shen Yan, Michelle Hasan, Shrikanth S. Narayanan, Kristina Lerman, Emilio Ferrara
2018	J	`jnl`	Discovering Signals from Web Sources to Predict Cyber Attacks. CoRR Palash Goyal, K. S. M. Tozammel Hossain, Ashok Deb, Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk, Emilio Ferrara, Kristina Lerman
2018	J	`jnl`	Early Warnings of Cyber Threats in Online Discussions. CoRR Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara
2018	—	`conf`	Journalism, Misinformation and Fact Checking Chairs' Welcome & Organization. WWW (Companion Volume) Giovanni Luca Ciampaglia, Kristina Lerman, Panagiotis Metaxas
2018	J	`jnl`	Language, demographics, emotions, and the structure of online social networks. J. Comput. Soc. Sci. Kristina Lerman, Luciano G. Marin, Megha Arora, Lucas Henrique Costa de Lima, Emilio Ferrara, David García
2018	J	`jnl`	Model of Cognitive Dynamics Predicts Performance on Standardized Tests. CoRR Nathan O. Hodas, Jacob S. Hunter, Stephen J. Young, Kristina Lerman
2018	J	`jnl`	Model of cognitive dynamics predicts performance on standardized tests. J. Comput. Soc. Sci. Nathan O. Hodas, Jacob S. Hunter, Stephen J. Young, Kristina Lerman
2018	A	`conf`	Modeling Evolution of Topics in Large-Scale Temporal Text Corpora. ICWSM Elaheh Momeni, Shanika Karunasekera, Palash Goyal, Kristina Lerman
2018	J	`jnl`	Predicting Cyber Events by Leveraging Hacker Sentiment. CoRR Ashok Deb, Kristina Lerman, Emilio Ferrara
2018	J	`jnl`	Predicting Cyber-Events by Leveraging Hacker Sentiment. Inf. Ashok Deb, Kristina Lerman, Emilio Ferrara
2018	J	`jnl`	Predicting and Explaining Behavioral Data with Structured Feature Space Decomposition. CoRR Peter G. Fennell, Zhiya Zuo, Kristina Lerman
2018	A	`conf`	Quantifying the Impact of Cognitive Biases in Question-Answering Systems. ICWSM Keith Burghardt, Tad Hogg, Kristina Lerman
2018	J	`jnl`	RAPTOR: Ransomware Attack PredicTOR. CoRR Florian Quinkert, Thorsten Holz, K. S. M. Tozammel Hossain, Emilio Ferrara, Kristina Lerman
2018	J	`jnl`	Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction. CoRR Homa Hosseinmardi, Amir Ghasemian, Shrikanth S. Narayanan, Kristina Lerman, Emilio Ferrara
2018	—	`conf`	Towards Quantifying Sampling Bias in Network Inference. WWW (Companion Volume) Lisette Espin Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman
2018	J	`jnl`	Towards Quantifying Sampling Bias in Network Inference. CoRR Lisette Espin Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman
2018	A	`conf`	Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data. ICWSM Nazanin Alipourfard, Peter G. Fennell, Kristina Lerman
2018	J	`jnl`	Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data. CoRR Nazanin Alipourfard, Peter G. Fennell, Kristina Lerman
2018	J	`jnl`	Who Falls for Online Political Manipulation? CoRR Adam Badawy, Kristina Lerman, Emilio Ferrara
2018	—	`ch.`	Wrapper Maintenance. Encyclopedia of Database Systems (2nd ed.) Kristina Lerman, Craig A. Knoblock
2017	—	`conf`	A Meme is Not a Virus: The Role of Cognitive Heuristics in Information Diffusion. HT Kristina Lerman
2017	—	`conf`	Analyzing Uber's Ride-sharing Economy. WWW (Companion Volume) Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman
2017	—	`conf`	BD2K ERuDIte: the Educational Resource Discovery Index for Data Science. WWW (Companion Volume) José Luis Ambite, Lily Fierro, Florian Geigl, Jonathan Gordon, Gully A. P. C. Burns, Kristina Lerman, John D. Van Horn
2017	J	`jnl`	Bounded Rationality in Scholarly Knowledge Discovery. CoRR Kristina Lerman, Nathan O. Hodas, Hao Wu
2017	J	`jnl`	Computational Social Scientist Beware: Simpson's Paradox in Behavioral Data. CoRR Kristina Lerman
2017	A*	`conf`	Deep Context: A Neural Language Model for Large-scale Networked Documents. IJCAI Hao Wu, Kristina Lerman
2017	A	`conf`	Dynamics of Content Quality in Collaborative Knowledge Production. ICWSM Emilio Ferrara, Nazanin Alipourfard, Keith Burghardt, Chiranth Gopal, Kristina Lerman
2017	J	`jnl`	Dynamics of Content Quality in Collaborative Knowledge Production. CoRR Emilio Ferrara, Nazanin Alipourfard, Keith Burghardt, Chiranth Gopal, Kristina Lerman
2017	—	`conf`	Early Warnings of Cyber Threats in Online Discussions. ICDM Workshops Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara
2017	J	`jnl`	Effort Mediates Access to Information in Online Social Networks. ACM Trans. Web Jeon-Hyung Kang, Kristina Lerman
2017	J	`jnl`	Graph Filters and the Z-Laplacian. CoRR Xiaoran Yan, Brian M. Sadler, Robert J. Drost, Paul L. Yu, Kristina Lerman
2017	J	`jnl`	Graph Filters and the Z-Laplacian. IEEE J. Sel. Top. Signal Process. Xiaoran Yan, Brian M. Sadler, Robert J. Drost, Paul L. Yu, Kristina Lerman
2017	J	`jnl`	How the structure of Wikipedia articles influences user navigation. New Rev. Hypermedia Multim. Daniel Lamprecht, Kristina Lerman, Denis Helic, Markus Strohmaier
2017	J	`jnl`	Mining social semantics on the social web. Semantic Web Andreas Hotho, Robert Jäschke, Kristina Lerman
2017	—	`conf`	Multi-layer Network Composition Under a Unified Dynamical Process. SBP-BRiMS Xiaoran Yan, Shang-Hua Teng, Kristina Lerman
2017	J	`jnl`	Network Vector: Distributed Representations of Networks with Global Context. CoRR Hao Wu, Kristina Lerman
2017	A	`conf`	On Quitting: Performance and Practice in Online Game Play. ICWSM Tushar Agarwal, Keith Burghardt, Kristina Lerman
2017	J	`jnl`	On Quitting: Performance and Practice in Online Game Play. CoRR Tushar Agarwal, Keith A. Burghardt, Kristina Lerman
2017	A*	`conf`	Taming the Unpredictability of Cultural Markets with Social Influence. WWW Andrés Abeliuk, Gerardo Berbeglia, Pascal Van Hentenryck, Tad Hogg, Kristina Lerman
2017	Misc	`conf`	The BD2K Training Coordinating Center's Data Science Education Platform. AMIA José Luis Ambite, Lily T. Fierro, Florian Geigl, Jonathan Gordon, Gully A. P. C. Burns, Kristina Lerman, Jeana Kamdar, Crystal Stewart, Avnish Bhattrai, Xiaoyu Lei, Sumiko Abe, John D. Van Horn
2017	—	`conf`	Understanding Short-term Changes in Online Activity Sessions. WWW (Companion Volume) Farshad Kooti, Karthik Subbian, Winter A. Mason, Lada A. Adamic, Kristina Lerman
2017	J	`jnl`	Will Break for Productivity: Generalized Symptoms of Cognitive Depletion. CoRR Lyndsey Franklin, Kristina Lerman, Nathan Oken Hodas
2017	A	`conf`	iPhone's Digital Marketplace: Characterizing the Big Spenders. WSDM Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman
2017	J	`jnl`	iPhone's Digital Marketplace: Characterizing the Big Spenders. CoRR Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman
2016	—	`conf`	Assessing the Navigational Effects of Click Biases and Link Insertion on the Web. HT Florian Geigl, Kristina Lerman, Simon Walk, Markus Strohmaier, Denis Helic
2016	J	`jnl`	Assessing the Navigational Effects of Click Biases and Link Insertion on the Web. CoRR Florian Geigl, Kristina Lerman, Simon Walk, Markus Strohmaier, Denis Helic
2016	J	`jnl`	Attention Inequality in Social Media. CoRR Linhong Zhu, Kristina Lerman
2016	J	`jnl`	Capturing the interplay of dynamics and networks through parameterizations of Laplacian operators. PeerJ Comput. Sci. Xiaoran Yan, Shang-Hua Teng, Kristina Lerman, Rumi Ghosh
2016	A	`conf`	Emotions, Demographics and Sociability in Twitter Interactions. ICWSM Kristina Lerman, Megha Arora, Luciano Gallegos, Ponnurangam Kumaraguru, David García
2016	J	`jnl`	Evidence of Online Performance Deterioration in User Sessions on Reddit. CoRR Philipp Singer, Emilio Ferrara, Farshad Kooti, Markus Strohmaier, Kristina Lerman
2016	—	`conf`	Geography of Emotion: Where in a City are People Happier? WWW (Companion Volume) Luciano Gallegos, Kristina Lerman, Arthur Huang, David García
2016	J	`jnl`	Information Is Not a Virus, and Other Consequences of Human Cognitive Limits. Future Internet Kristina Lerman
2016	J	`jnl`	Information is not a Virus, and Other Consequences of Human Cognitive Limits. CoRR Kristina Lerman
2016	B	`conf`	Leveraging the Contributions of the Casual Majority to Identify Appealing Web Content. HCOMP Tad Hogg, Kristina Lerman
2016	J	`jnl`	Neighbor-Neighbor Correlations Explain Measurement Bias in Networks. CoRR Xin-Zeng Wu, Allon G. Percus, Kristina Lerman
2016	J	`jnl`	Network Composition from Multi-layer Data. CoRR Kristina Lerman, Shang-Hua Teng, Xiaoran Yan
2016	J	`jnl`	Partitioning Networks with Node Attributes by Compressing Information Flow. ACM Trans. Knowl. Discov. Data Laura M. Smith, Linhong Zhu, Kristina Lerman, Allon G. Percus
2016	A	`conf`	Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. WSDM Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
2016	J	`jnl`	The DARPA Twitter Bot Challenge. Computer V. S. Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan, Aram Galstyan, Kristina Lerman, Linhong Zhu, Emilio Ferrara, Alessandro Flammini, Filippo Menczer
2016	J	`jnl`	The DARPA Twitter Bot Challenge. CoRR V. S. Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan, Aram Galstyan, Kristina Lerman, Linhong Zhu, Emilio Ferrara, Alessandro Flammini, Filippo Menczer, Rand Waltzman, Andrew Stevens, Alexander Dekhtyar, Shuyang Gao, Tad Hogg, Farshad Kooti, Yan Liu, Onur Varol, Prashant Shiralkar, V. G. Vinod Vydiswaran, Qiaozhu Mei, Tim Huang
2016	J	`jnl`	The Myopia of Crowds: A Study of Collective Evaluation on Stack Exchange. CoRR Keith Burghardt, Emanuel F. Alsina, Michelle Girvan, William Rand, Kristina Lerman
2016	—	`conf`	Twitter Session Analytics: Profiling Users' Short-Term Behavioral Changes. SocInfo (2) Farshad Kooti, Esteban Moro, Kristina Lerman
2015	J	`jnl`	Disentangling the Effects of Social Signals. Hum. Comput. Tad Hogg, Kristina Lerman
2015	A*	`conf`	Evolution of Conversations in the Age of Email Overload. WWW Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
2015	J	`jnl`	Evolution of Conversations in the Age of Email Overload. CoRR Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
2015	J	`jnl`	Geography of Emotion: Where in a City are People Happier? CoRR Luciano Gallegos, Kristina Lerman, Arthur Huang, David García
2015	—	`conf`	Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly. MCV@MICCAI Madelaine Daianu, Greg Ver Steeg, Adam Mezher, Neda Jahanshad, Talia M. Nir, Xiaoran Yan, Gautam Prasad, Kristina Lerman, Aram Galstyan, Paul M. Thompson
2015	J	`jnl`	Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. CoRR Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
2015	J	`jnl`	Social Ties and Emotions: Evidence from Social Media. CoRR Kristina Lerman, Megha Arora, Luciano Gallegos, Ponnurangam Kumaraguru, David García
2015	—	`conf`	Structural Properties of Ego Networks. SBP Sidharth Gupta, Xiaoran Yan, Kristina Lerman
2015	J	`jnl`	The Majority Illusion in Social Networks. CoRR Kristina Lerman, Xiaoran Yan, Xin-Zeng Wu
2015	A	`conf`	User Effort and Network Structure Mediate Access to Information in Networks. ICWSM Jeon-Hyung Kang, Kristina Lerman
2015	J	`jnl`	User Effort and Network Structure Mediate Access to Information in Networks. CoRR Jeon-Hyung Kang, Kristina Lerman
2015	—	`conf`	VIP: Incorporating Human Cognitive Biases in a Probabilistic Model of Retweeting. SBP Jeon-Hyung Kang, Kristina Lerman
2015	J	`jnl`	VIP: Incorporating Human Cognitive Biases in a Probabilistic Model of Retweeting. CoRR Jeon-Hyung Kang, Kristina Lerman
2014	J	`jnl`	Effects of Social Influence in Peer Online Recommendation. CoRR Tad Hogg, Kristina Lerman
2014	A	`conf`	Network Weirdness: Exploring the Origins of Network Paradoxes. ICWSM Farshad Kooti, Nathan Oken Hodas, Kristina Lerman
2014	J	`jnl`	Network Weirdness: Exploring the Origins of Network Paradoxes. CoRR Farshad Kooti, Nathan Oken Hodas, Kristina Lerman
2014	J	`jnl`	Partitioning Networks with Node Attributes by Compressing Information Flow. CoRR Laura M. Smith, Linhong Zhu, Kristina Lerman, Allon G. Percus
2014	—	`conf`	Placing user-generated content on the map with confidence. SIGSPATIAL/GIS Suradej Intagorn, Kristina Lerman
2014	—	`ed.`	Proceedings of the 2014 International Conference on Social Computing, Beijing, China, August 04 - 07, 2014 SocialCom Su Yang, Kristina Lerman, James She, Martin Atzmueller
2014	J	`jnl`	Structural Properties of Ego Networks. CoRR Sidharth Gupta, Xiaoran Yan, Kristina Lerman
2014	J	`jnl`	The Impact of Network Flows on Community Formation in Models of Opinion Dynamics. CoRR Rumi Ghosh, Kristina Lerman
2014	J	`jnl`	The Interplay Between Dynamics and Networks: Centrality, Communities, and Cheeger Inequality. CoRR Rumi Ghosh, Kristina Lerman, Shang-Hua Teng, Xiaoran Yan
2014	A*	`conf`	The interplay between dynamics and networks: centrality, communities, and cheeger inequality. KDD Rumi Ghosh, Shang-Hua Teng, Kristina Lerman, Xiaoran Yan
2014	J	`jnl`	Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social Media. CoRR Linhong Zhu, Aram Galstyan, James Cheng, Kristina Lerman
2014	—	`conf`	Tripartite graph clustering for dynamic sentiment analysis on social media. SIGMOD Conference Linhong Zhu, Aram Galstyan, James Cheng, Kristina Lerman
2013	—	`ch.`	Analysis: An Introduction. Handbook of Human Computation Kristina Lerman
2013	J	`jnl`	Attention and Visibility in an Information Rich World. CoRR Nathan Oken Hodas, Kristina Lerman
2013	—	`conf`	Attention and visibility in an information-rich world. ICME Workshops Nathan Oken Hodas, Kristina Lerman
2013	J	`jnl`	Friendship Paradox Redux: Your Friends Are More Interesting Than You CoRR Nathan Oken Hodas, Farshad Kooti, Kristina Lerman
2013	A	`conf`	Friendship Paradox Redux: Your Friends Are More Interesting Than You. ICWSM Nathan Oken Hodas, Farshad Kooti, Kristina Lerman
2013	A*	`conf`	Identifying Transformative Scientific Research. ICDM Yi-Hung Huang, Chun-Nan Hsu, Kristina Lerman
2013	A*	`conf`	LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media. AAAI Jeon-Hyung Kang, Kristina Lerman
2013	J	`jnl`	LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media. CoRR Jeon-Hyung Kang, Kristina Lerman
2013	J	`jnl`	LA-LDA: A Limited Attention Topic Model for Social Recommendation CoRR Jeon-Hyung Kang, Kristina Lerman, Lise Getoor
2013	—	`conf`	LA-LDA: A Limited Attention Topic Model for Social Recommendation. SBP Jeon-Hyung Kang, Kristina Lerman, Lise Getoor
2013	J	`jnl`	Limited Attention and Centrality in Social Networks CoRR Kristina Lerman, Prachi Jain, Rumi Ghosh, Jeon-Hyung Kang, Ponnurangam Kumaraguru
2013	—	`conf`	Limited Attention and Centrality in Social Networks. SOCIETY Kristina Lerman, Prachi Jain, Rumi Ghosh, Jeon-Hyung Kang, Ponnurangam Kumaraguru
2013	—	`conf`	Network flows and the link prediction problem. SNAKDD Kanika Narang, Kristina Lerman, Ponnurangam Kumaraguru
2013	—	`conf`	Scalable mining of social data using stochastic gradient fisher scoring. DUBMOD@CIKM Jeon-Hyung Kang, Kristina Lerman
2013	—	`ch.`	Social Informatics: Using Big Data to Understand Social Behavior. Handbook of Human Computation Kristina Lerman
2013	J	`jnl`	Spectral Clustering with Epidemic Diffusion CoRR Laura M. Smith, Kristina Lerman, Cristina Garcia-Cardona, Allon G. Percus, Rumi Ghosh
2013	J	`jnl`	Stochastic Models Predict User Behavior in Social Media. CoRR Tad Hogg, Kristina Lerman, Laura M. Smith
2013	J	`jnl`	Structural and Cognitive Bottlenecks to Information Access in Social Networks CoRR Jeon-Hyung Kang, Kristina Lerman
2013	—	`conf`	Structural and cognitive bottlenecks to information access in social networks. HT Jeon-Hyung Kang, Kristina Lerman
2013	—	`conf`	The Role of Social Media in the Discussion of Controversial Topics. SocialCom Laura M. Smith, Linhong Zhu, Kristina Lerman, Zornitsa Kozareva
2013	J	`jnl`	The Simple Rules of Social Contagion. CoRR Nathan Oken Hodas, Kristina Lerman
2013	—	`conf`	Using Stochastic Models to Predict User Response in Social Media. SocialCom Tad Hogg, Kristina Lerman, Laura M. Smith
2013	—	`conf`	Using Visibility to Control Collective Attention in Crowdsourcing. HCOMP (Works in Progress / Demos) Kristina Lerman, Tad Hogg
2012	A	`conf`	A probabilistic approach to mining geospatial knowledge from social annotations. CIKM Suradej Intagorn, Kristina Lerman
2012	J	`jnl`	A probabilistic approach to mining geospatial knowledge from social annotations. ACM SIGSPATIAL Special Suradej Intagorn, Kristina Lerman
2012	B	`conf`	Characterising Emergent Semantics in Twitter Lists. ESWC Andrés García-Silva, Jeon-Hyung Kang, Kristina Lerman, Óscar Corcho
2012	J	`jnl`	How Visibility and Divided Attention Constrain Social Contagion CoRR Nathan Oken Hodas, Kristina Lerman
2012	—	`conf`	How Visibility and Divided Attention Constrain Social Contagion. SocialCom/PASSAT Nathan Oken Hodas, Kristina Lerman
2012	J	`jnl`	Network Structure, Topology and Dynamics in Generalized Models of Synchronization CoRR Kristina Lerman, Rumi Ghosh
2012	J	`jnl`	Rethinking Centrality: The Role of Dynamical Processes in Social Network Analysis CoRR Rumi Ghosh, Kristina Lerman
2012	B	`conf`	Semi-automatically Mapping Structured Sources into the Semantic Web. ESWC Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite, Aman Goel, Shubham Gupta, Kristina Lerman, Maria Muslea, Mohsen Taheriyan, Parag Mallick
2012	J	`jnl`	Social Contagion: An Empirical Study of Information Spread on Digg and Twitter Follower Graphs CoRR Kristina Lerman, Rumi Ghosh, Tawan Surachawala
2012	J	`jnl`	Social Dynamics of Digg CoRR Tad Hogg, Kristina Lerman
2012	J	`jnl`	Social dynamics of Digg. EPJ Data Sci. Tad Hogg, Kristina Lerman
2012	J	`jnl`	The Role of Dynamic Interactions in Multi-scale Analysis of Network Structure CoRR Rumi Ghosh, Kristina Lerman
2012	J	`jnl`	Using Stochastic Models to Describe and Predict Social Dynamics of Web Users. ACM Trans. Intell. Syst. Technol. Kristina Lerman, Tad Hogg
2012	—	`conf`	Using proximity to predict activity in social networks. WWW (Companion Volume) Kristina Lerman, Suradej Intagorn, Jeon-Hyung Kang, Rumi Ghosh
2011	A	`conf`	A framework for quantitative analysis of cascades on networks. WSDM Rumi Ghosh, Kristina Lerman
2011	A	`conf`	A probabilistic approach for learning folksonomies from structured data. WSDM Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2011	J	`jnl`	Entropy-based Classification of 'Retweeting' Activity on Twitter CoRR Rumi Ghosh, Tawan Surachawala, Kristina Lerman
2011	—	`conf`	Interactively Mapping Data Sources into the Semantic Web. LISC Craig A. Knoblock, Pedro A. Szekely, José Luis Ambite, Shubham Gupta, Aman Goel, Maria Muslea, Kristina Lerman, Parag Mallick
2011	—	`conf`	Learning boundaries of vague places from noisy annotations. GIS Suradej Intagorn, Kristina Lerman
2011	J	`jnl`	Leveraging User Diversity to Harvest Knowledge on the Social Web CoRR Jeon-Hyung Kang, Kristina Lerman
2011	—	`conf`	Leveraging User Diversity to Harvest Knowledge on the Social Web. SocialCom/PASSAT Jeon-Hyung Kang, Kristina Lerman
2011	J	`jnl`	Mining Geospatial Knowledge on the Social Web. Int. J. Inf. Syst. Crisis Response Manag. Suradej Intagorn, Kristina Lerman
2011	J	`jnl`	Non-Conservative Diffusion and its Application to Social Network Analysis CoRR Rumi Ghosh, Kristina Lerman, Tawan Surachawala, Konstantin Voevodski, Shang-Hua Teng
2011	A*	`conf`	Pragmatic evaluation of folksonomies. WWW Denis Helic, Markus Strohmaier, Christoph Trattner, Markus Muhr, Kristina Lerman
2011	—	`conf`	Social Mechanics: An Empirically Grounded Science of Social Media. The Future of the Social Web Kristina Lerman, Aram Galstyan, Greg Ver Steeg, Tad Hogg
2011	—	`conf`	Time-Aware Ranking in Dynamic Citation Networks. ICDM Workshops Rumi Ghosh, Tsung-Ting Kuo, Chun-Nan Hsu, Shou-De Lin, Kristina Lerman
2011	A*	`conf`	Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation. AAAI Aman Goel, Craig A. Knoblock, Kristina Lerman
2011	J	`jnl`	Using Proximity to Predict Activity in Social Networks CoRR Kristina Lerman, Suradej Intagorn, Jeon-Hyung Kang, Rumi Ghosh
2011	A	`conf`	What Stops Social Epidemics? ICWSM Greg Ver Steeg, Rumi Ghosh, Kristina Lerman
2011	J	`jnl`	What stops social epidemics? CoRR Greg Ver Steeg, Rumi Ghosh, Kristina Lerman
2011	J	`jnl`	Wrapper Maintenance: A Machine Learning Approach CoRR Craig A. Knoblock, Kristina Lerman, Steven Minton
2010	J	`jnl`	A Framework for Quantitative Analysis of Cascades on Networks CoRR Rumi Ghosh, Kristina Lerman
2010	J	`jnl`	A Parameterized Centrality Metric for Network Analysis CoRR Rumi Ghosh, Kristina Lerman
2010	J	`jnl`	A Probabilistic Approach for Learning Folksonomies from Structured Data CoRR Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010	—	`conf`	Analyzing microblogs with affinity propagation. SOMA@KDD Jeon-Hyung Kang, Kristina Lerman, Anon Plangprasopchok
2010	J	`jnl`	Centrality Metric for Dynamic Networks CoRR Kristina Lerman, Rumi Ghosh, Jeon-Hyung Kang
2010	—	`conf`	Centrality metric for dynamic networks. MLG@KDD Kristina Lerman, Rumi Ghosh, Jeon-Hyung Kang
2010	—	`conf`	Constructing Folksonomies by Integrating Structured Metadata with Relational Clustering. Collaboratively-Built Knowledge Sources and AI Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010	A*	`conf`	Constructing folksonomies by integrating structured metadata. WWW Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010	J	`jnl`	Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata CoRR Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010	A*	`conf`	Growing a tree in the forest: constructing folksonomies by integrating structured metadata. KDD Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010	—	`conf`	Harvesting geospatial knowledge from social metadata. ISCRAM Suradej Intagorn, Anon Plangprasopchok, Kristina Lerman
2010	A	`conf`	Information Contagion: An Empirical Study of the Spread of News on Digg and Twitter Social Networks. ICWSM Kristina Lerman, Rumi Ghosh
2010	J	`jnl`	Information Contagion: an Empirical Study of the Spread of News on Digg and Twitter Social Networks CoRR Kristina Lerman, Rumi Ghosh
2010	J	`jnl`	Integrating Structured Metadata with Relational Affinity Propagation CoRR Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010	—	`conf`	Integrating Structured Metadata with Relational Affinity Propagation. StarAI@AAAI Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010	J	`jnl`	Modeling Social Annotation: A Bayesian Approach. ACM Trans. Knowl. Discov. Data Anon Plangprasopchok, Kristina Lerman
2010	J	`jnl`	Predicting Influential Users in Online Social Networks CoRR Rumi Ghosh, Kristina Lerman
2010	A	`conf`	Social Dynamics of Digg. ICWSM Tad Hogg, Kristina Lerman
2010	J	`jnl`	Using Stochastic Models to Describe and Predict Social Dynamics of Web Users CoRR Kristina Lerman, Tad Hogg
2010	J	`jnl`	Using a Model of Social Dynamics to Predict Popularity of News CoRR Kristina Lerman, Tad Hogg
2010	A*	`conf`	Using a model of social dynamics to predict popularity of news. WWW Kristina Lerman, Tad Hogg
2009	Misc	`conf`	Automatically Constructing Semantic Web Services from Online Sources. ISWC José Luis Ambite, Sirish Darbha, Aman Goel, Craig A. Knoblock, Kristina Lerman, Rahul Parundekar, Thomas A. Russ
2009	A*	`conf`	Constructing folksonomies from user-specified relations on flickr. WWW Anon Plangprasopchok, Kristina Lerman
2009	A	`conf`	Leaders and Negotiators: An Influence-based Metric for Rank. ICWSM Rumi Ghosh, Kristina Lerman
2009	—	`conf`	Stochastic Models of Large-Scale Human Behavior on the Web. AAAI Spring Symposium: Human Behavior Modeling Kristina Lerman, Tad Hogg
2009	J	`jnl`	Stochastic Models of User-Contributory Web Sites CoRR Tad Hogg, Kristina Lerman
2009	A	`conf`	Stochastic Models of User-Contributory Web Sites. ICWSM Tad Hogg, Kristina Lerman
2009	J	`jnl`	Structure of Heterogeneous Networks CoRR Rumi Ghosh, Kristina Lerman
2009	—	`conf`	Structure of Heterogeneous Networks. CSE (4) Rumi Ghosh, Kristina Lerman
2009	—	`ch.`	Wrapper Maintenance. Encyclopedia of Database Systems Kristina Lerman, Craig A. Knoblock
2008	J	`jnl`	AAAI 2008 Spring Symposia Reports. AI Mag. Marcello Balduccini, Chitta Baral, Boyan Brodaric, Simon Colton, Peter Fox, David Gutelius, Knut Hinkelmann, Ian Horswill, Bernardo A. Huberman, Eva Hudlicka, Kristina Lerman, Christine L. Lisetti, Deborah L. McGuinness, Mary Lou Maher, Mark A. Musen, Mehran Sahami, Derek H. Sleeman, Barbara Thönssen, Juan D. Velásquez, Dan Ventura
2008	J	`jnl`	Analysis of Social Voting Patterns on Digg CoRR Kristina Lerman, Aram Galstyan
2008	—	`conf`	Analysis of social voting patterns on digg. WOSN Kristina Lerman, Aram Galstyan
2008	—	`conf`	Community Detection Using a Measure of Global Influence. SNAKDD Rumi Ghosh, Kristina Lerman
2008	J	`jnl`	Community Detection using a Measure of Global Influence CoRR Rumi Ghosh, Kristina Lerman
2008	J	`jnl`	Constructing Folksonomies from User-specified Relations on Flickr CoRR Anon Plangprasopchok, Kristina Lerman
2008	—	`conf`	Exploiting Data Semantics to Discover, Extract, and Model Web Sources. ICDM Workshops José Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman
2008	J	`jnl`	Information Integration for the Masses. J. Univers. Comput. Sci. Jim Blythe, Dipsy Kapoor, Craig A. Knoblock, Kristina Lerman, Steven Minton
2008	A	`conf`	Model-guided performance tuning of parameter values: A case study with molecular dynamics visualization. IPDPS Yiinju L. Nelson, Bhupesh Bansal, Mary W. Hall, Aiichiro Nakano, Kristina Lerman
2008	J	`jnl`	Modeling Social Annotation: a Bayesian Approach CoRR Anon Plangprasopchok, Kristina Lerman
2008	—	`conf`	On Constructing Shallow Taxonomies from Social Annotations. AAAI Spring Symposium: Social Information Processing Anon Plangprasopchok, Kristina Lerman
2008	—	`conf`	Organizing Committee. AAAI Spring Symposium: Social Information Processing Kristina Lerman, David Gutelius, Bernardo A. Huberman, Srujana Merugu
2008	J	`jnl`	Top-down vs bottom-up methodologies in multi-agent system design. Auton. Robots Valentino Crespi, Aram Galstyan, Kristina Lerman
2007	—	`conf`	Dynamics of a Collaborative Rating System. WebKDD/SNAKDD Kristina Lerman
2007	J	`jnl`	Exploiting Social Annotation for Automatic Resource Discovery CoRR Anon Plangprasopchok, Kristina Lerman
2007	A	`conf`	Intelligent Optimization of Parallel and Distributed Applications. IPDPS Bhupesh Bansal, Ümit V. Çatalyürek, Jacqueline Chame, Chun Chen, Ewa Deelman, Yolanda Gil, Mary W. Hall, Vijay S. Kumar, Tahsin M. Kurç, Kristina Lerman, Aiichiro Nakano, Yoon-Ju Lee Nelson, Joel H. Saltz, Ashish Sharma, Priya Vashishta
2007	J	`jnl`	Personalizing Image Search Results on Flickr CoRR Kristina Lerman, Anon Plangprasopchok, Chio Wong
2007	J	`jnl`	Semantic Labeling of Online Information Sources. Int. J. Semantic Web Inf. Syst. Kristina Lerman, Anon Plangprasopchok, Craig A. Knoblock
2007	J	`jnl`	Social Browsing & Information Filtering in Social Media CoRR Kristina Lerman
2007	A	`conf`	Social Browsing on Flickr. ICWSM Kristina Lerman, Laurie Jones
2007	J	`jnl`	Social Information Processing in News Aggregation. IEEE Internet Comput. Kristina Lerman
2007	J	`jnl`	Social Information Processing in Social News Aggregation CoRR Kristina Lerman
2007	A	`conf`	Social Networks and Social Information Filtering on Digg. ICWSM Kristina Lerman
2007	J	`jnl`	User Participation in Social Media: Digg Study CoRR Kristina Lerman
2007	—	`conf`	User Participation in Social Media: Digg Study. Web Intelligence/IAT Workshops Kristina Lerman
2006	J	`jnl`	Analysis of Dynamic Task Allocation in Multi-Robot Systems CoRR Kristina Lerman, Chris V. Jones, Aram Galstyan, Maja J. Mataric
2006	J	`jnl`	Analysis of Dynamic Task Allocation in Multi-Robot Systems. Int. J. Robotics Res. Kristina Lerman, Chris V. Jones, Aram Galstyan, Maja J. Mataric
2006	A*	`conf`	Automatically Labeling the Inputs and Outputs of Web Services. AAAI Kristina Lerman, Anon Plangprasopchok, Craig A. Knoblock
2006	J	`jnl`	Modeling and Mathematical Analysis of Swarms of Microscopic Robots CoRR Aram Galstyan, Tad Hogg, Kristina Lerman
2006	J	`jnl`	Social Browsing on Flickr CoRR Kristina Lerman, Laurie Jones
2006	J	`jnl`	Social Networks and Social Information Filtering on Digg CoRR Kristina Lerman
2005	—	`conf`	A Systematic Approach to Model-Guided Empirical Search for Memory Hierarchy Optimization. LCPC Chun Chen, Jacqueline Chame, Mary W. Hall, Kristina Lerman
2005	A	`conf`	Comparative analysis of top-down and bottom-up methodologies for multi-agent system design. AAMAS Valentino Crespi, Aram Galstyan, Kristina Lerman
2005	—	`conf`	Modeling and mathematical analysis of swarms of microscopic robots. SIS Aram Galstyan, Tad Hogg, Kristina Lerman
2005	J	`jnl`	Resource Allocation in the Grid with Learning Agents. J. Grid Comput. Aram Galstyan, Karl Czajkowski, Kristina Lerman
2004	J	`jnl`	A Model of Adaptation in Collaborative Multi-Agent Systems. Adapt. Behav. Kristina Lerman
2004	—	`conf`	A Review of Probabilistic Macroscopic Models for Swarm Robotic Systems. Swarm Robotics Kristina Lerman, Alcherio Martinoli, Aram Galstyan
2004	—	`conf`	Analysis of a Stochastic Model of Adaptive Task Allocation in Robots. Engineering Self-Organising Systems Aram Galstyan, Kristina Lerman
2004	—	`conf`	Distributed online localization in sensor networks using a moving target. IPSN Aram Galstyan, Bhaskar Krishnamachari, Kristina Lerman, Sundeep Pattem
2004	J	`jnl`	Mathematical Analysis of Multi-Agent Systems CoRR Kristina Lerman, Aram Galstyan, Tad Hogg
2004	A	`conf`	Resource Allocation in the Grid Using Reinforcement Learning. AAMAS Aram Galstyan, Karl Czajkowski, Kristina Lerman
2004	—	`conf`	Using the Structure of Web Sites for Automatic Segmentation of Tables. SIGMOD Conference Kristina Lerman, Lise Getoor, Steven Minton, Craig A. Knoblock
2003	—	`ch.`	Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach. Intelligent Exploration of the Web Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea
2003	A	`conf`	Agent memory and adaptation in multi-agent systems. AAMAS Kristina Lerman, Aram Galstyan
2003	A	`conf`	Macroscopic analysis of adaptive task allocation in robots. IROS Kristina Lerman, Aram Galstyan
2003	A	`conf`	Resource allocation games with changing resource capacities. AAMAS Aram Galstyan, Shashikiran Kolar, Kristina Lerman
2003	Misc	`conf`	Threshold Behavior in a Boolean Network Model for SAT. IC-AI Alejandro Bugacov, Aram Galstyan, Kristina Lerman
2003	J	`jnl`	Wrapper Maintenance: A Machine Learning Approach. J. Artif. Intell. Res. Kristina Lerman, Steven Minton, Craig A. Knoblock
2002	J	`jnl`	Electric Elves: Agent Technology for Supporting Human Organizations. AI Mag. Hans Chalupsky, Yolanda Gil, Craig A. Knoblock, Kristina Lerman, Jean Oh, David V. Pynadath, Thomas A. Russ, Milind Tambe
2002	J	`jnl`	Mathematical Model of Foraging in a Group of Robots: Effect of Interference. Auton. Robots Kristina Lerman, Aram Galstyan
2001	J	`jnl`	A Macroscopic Analytical Model of Collaboration in Distributed Robotic Systems. Artif. Life Kristina Lerman, Aram Galstyan, Alcherio Martinoli, Auke Jan Ijspeert
2001	C	`conf`	Electric Elves: Applying Agent Technology to Support Human Organizations. IAAI Hans Chalupsky, Yolanda Gil, Craig A. Knoblock, Kristina Lerman, Jean Oh, David V. Pynadath, Thomas A. Russ, Milind Tambe
2000	J	`jnl`	Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach. IEEE Data Eng. Bull. Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea
2000	—	`conf`	Coalition Formation for Large-Scale Electronic Markets. ICMAS Kristina Lerman, Onn Shehory
2000	—	`conf`	Design and Mathematical Analysis of Agent-Based Systems. FAABS Kristina Lerman
2000	—	`conf`	Learning the Common Structure of Data. AAAI/IAAI Kristina Lerman, Steven Minton