{"id":55,"date":"2022-12-07T22:08:52","date_gmt":"2022-12-07T22:08:52","guid":{"rendered":"https:\/\/www.isi.edu\/people-lerman\/?page_id=55"},"modified":"2025-06-13T17:47:07","modified_gmt":"2025-06-13T17:47:07","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/people-lerman\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n\n\t\n
\n\n

2025<\/h2>\n \n
\n

\n \n Social network analysis (SNA) in architectural conceptual design: classifying factors for social harmony\u2013a comprehensive review <\/a>\n <\/h3>\n\n
\n Ali Ghaffarianhoseini, Anthony Okakpu, Amirhosein Ghaffarianhoseini, Kristina Lerman, Farzad Pour Rahimian <\/div>\n \n
\n Archnet-IJAR: International Journal of Architectural Research, 1-28<\/i>, 2025\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Gendered Divides in Online Discussions about Reproductive Rights <\/a>\n <\/h3>\n\n
\n Ashwin Rao, Sze Yuh Nina Wang, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2507.05443<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors <\/a>\n <\/h3>\n\n
\n Tiantian Feng, Brandon M Booth, Karel Mundnich, Emily Zhou, Benjamin Girault, Kristina Lerman, Shrikanth Narayanan <\/div>\n \n
\n arXiv preprint arXiv:2507.03520<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n BigTokDetect: A Clinically-Informed Vision-Language Model Framework for Detecting Pro-Bigorexia Videos on TikTok <\/a>\n <\/h3>\n\n
\n Minh Duc Chu, Kshitij Pawar, Zihao He, Roxanna Sharifi, Ross Sonnenblick, Magdalayna Curry, Laura D'Adamo, Lindsay Young, Stuart B Murray, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2508.06515<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Modeling Information Narrative Evolution on Telegram During the Russia-Ukraine War <\/a>\n <\/h3>\n\n
\n Patrick Gerard, Svitlana Volkova, Louis Penafiel, Kristina Lerman, Tim Weninger <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 19 \u2026<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Polarized Online Discourse on Abortion: Frames and Hostile Expressions Among Liberals and Conservatives <\/a>\n <\/h3>\n\n
\n Ashwin Rao, Rong-Ching Chang, Qiankun Zhong, Kristina Lerman, Magdalena Wojcieszak <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 19 \u2026<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Illusions of Intimacy: Emotional Attachment and Emerging Psychological Risks in Human-AI Relationships <\/a>\n <\/h3>\n\n
\n Minh Duc Chu, Patrick Gerard, Kshitij Pawar, Charles Bickham, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2505.11649<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2024<\/h2>\n \n
\n

\n \n Larger language models don\u2019t care how you think: Why chain-of-thought prompting fails in subjective tasks <\/a>\n <\/h3>\n\n
\n Georgios Chochlakis, Niyantha Maruthu Pandiyan, Kristina Lerman, Shrikanth Narayanan <\/div>\n \n
\n arXiv preprint arXiv:2409.06173<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2025<\/h2>\n \n
\n

\n \n Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements <\/a>\n <\/h3>\n\n
\n Kleanthis Avramidis, Woojae Jeong, Aditya Kommineni, Sudarsana R 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 <\/div>\n \n
\n arXiv preprint arXiv:2504.20944<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n One pathogen does not an epidemic make: A review of interacting contagions, diseases, beliefs, and stories <\/a>\n <\/h3>\n\n
\n Laurent H\u00e9bert-Dufresne, Yong-Yeol Ahn, Antoine Allard, Jessica W Crothers, Peter Sheridan Dodds, Mirta Galesic, Fakhteh Ghanbarnejad, Dominique Gravel, Ross A Hammond, Kristina Lerman, Juniper Lovato, John J Openshaw, S Redner, Samuel V Scarpino, Guillaume St-Onge, Timothy R Tangherlini, Jean-Gabriel Young <\/div>\n \n
\n arXiv preprint arXiv:2504.15053<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n How out-group animosity can shape partisan divisions: A model of affective polarization <\/a>\n <\/h3>\n\n
\n Buddhika Nettasinghe, Allon G Percus, Kristina Lerman <\/div>\n \n
\n PNAS Nexus, pgaf082<\/i>, 2025\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation <\/a>\n <\/h3>\n\n
\n Hieu Nguyen, Zihao He, Shoumik Atul Gandre, Ujjwal Pasupulety, Sharanya Kumari Shivakumar, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2502.11306<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2024<\/h2>\n \n
\n

\n \n Towards Safer Online Spaces: Simulating and Assessing Intervention Strategies for Eating Disorder Discussions <\/a>\n <\/h3>\n\n
\n Louis Penafiel, Hsien-Te Kao, Isabel Erickson, David Chu, Robert McCormack, Kristina Lerman, Svitlana Volkova <\/div>\n \n
\n arXiv preprint arXiv:2409.04043<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Architectures: A Framework for Understanding Socio-Technical Systems <\/a>\n <\/h3>\n\n
\n Paul E Smaldino, Adam Russell, Matthew Zefferman, Judith Donath, Jacob Foster, Douglas Guilbeault, Martin Hilbert, Elizabeth A Hobson, Kristina Lerman, Helena Miton <\/div>\n \n
\n SocArXiv<\/i>, 2024\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n RTs!= Endorsements: Rethinking Exposure Fairness on Social Media Platforms <\/a>\n <\/h3>\n\n
\n Nathan Bartley, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2409.13237<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Fear and Loathing on the Frontline: Decoding the Language of Othering by Russia-Ukraine War Bloggers <\/a>\n <\/h3>\n\n
\n Patrick Gerard, William Theisen, Tim Weninger, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2409.13064<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Modeling Information Narrative Detection and Evolution on Telegram during the Russia-Ukraine War <\/a>\n <\/h3>\n\n
\n Patrick Gerard, Svitlana Volkova, Louis Penafiel, Kristina Lerman, Tim Weninger <\/div>\n \n
\n arXiv preprint arXiv:2409.07684<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities <\/a>\n <\/h3>\n\n
\n Minh Duc Chu, Zihao He, Rebecca Dorn, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2408.09366<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Feelings about bodies: Emotions on diet and fitness forums reveal gendered stereotypes and body image concerns <\/a>\n <\/h3>\n\n
\n Cinthia S\u00e1nchez, Minh Duc Chu, Zihao He, Rebecca Dorn, Stuart Murray, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2407.03551<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Bias Reduction in Social Networks Through Agent-Based Simulations <\/a>\n <\/h3>\n\n
\n Nathan Bartley, Keith Burghardt, Kristina Lerman <\/div>\n \n
\n International Workshop on Algorithmic Bias in Search and Recommendation, 64-77<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n # EpiTwitter: Public Health Messaging During the COVID-19 Pandemic (Preprint) <\/a>\n <\/h3>\n\n
\n Ashwin Shreyas Mohan_Rao, Nazanin Sabri, Siyi Guo, Louiqa Raschid, Kristina Lerman <\/div>\n \n
\n JMIR Preprints<\/i>, 2024\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Affective polarization and dynamics of information spread in online networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Dan Feldman, Zihao He, Ashwin Rao <\/div>\n \n
\n npj Complexity 1 (1), 8<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n COMMUNITY-CROSS-INSTRUCT: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities <\/a>\n <\/h3>\n\n
\n Zihao He, Minh Duc Chu, Rebecca Dorn, Siyi Guo, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2406.12074<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames <\/a>\n <\/h3>\n\n
\n Keith Burghardt, Kai Chen, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2405.03688<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Trust and Terror: Hazards in Text Reveal Negatively Biased Credulity and Partisan Negativity Bias <\/a>\n <\/h3>\n\n
\n Keith Burghardt, Daniel MT Fessler, Chyna Tang, Anne Pisor, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2405.17838<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Hostile Counterspeech Drives Users From Hate Subreddits <\/a>\n <\/h3>\n\n
\n Daniel Hickey, Matheus Schmitz, Daniel MT Fessler, Paul E Smaldino, Kristina Lerman, Goran Muri\u0107, Keith Burghardt <\/div>\n \n
\n arXiv preprint arXiv:2405.18374<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Isamasred: A public dataset tracking reddit discussions on israel-hamas conflict <\/a>\n <\/h3>\n\n
\n Kai Chen, Zihao He, Keith Burghardt, Jingxin Zhang, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 18 \u2026<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Discovering collective narratives shifts in online discussions <\/a>\n <\/h3>\n\n
\n Wanying Zhao, Siyi Guo, Kristina Lerman, Yong-Yeol Ahn <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 18 \u2026<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Socio-linguistic characteristics of coordinated inauthentic accounts <\/a>\n <\/h3>\n\n
\n Keith Burghardt, Ashwin Rao, Georgios Chochlakis, Baruah Sabyasachee, Siyi Guo, Zihao He, Andrew Rojecki, Shrikanth Narayanan, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 18 \u2026<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Cpl-novid: Context-aware prompt-based learning for norm violation detection in online communities <\/a>\n <\/h3>\n\n
\n Zihao He, Jonathan May, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 18 \u2026<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The Peripatetic Hater: Predicting Movement Among Hate Subreddits <\/a>\n <\/h3>\n\n
\n Daniel Hickey, Daniel MT Fessler, Kristina Lerman, Keith Burghardt <\/div>\n \n
\n arXiv preprint arXiv:2405.17410<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Machine Learning Insights Into Eating Disorder Twitter Communities <\/a>\n <\/h3>\n\n
\n Hsien-Te Kao, Isabel Erickson, Minh Duc Hoang Chu, Zihao He, Kristina Lerman, Svitlana Volkova <\/div>\n \n
\n Extended Abstracts of the CHI Conference on Human Factors in Computing \u2026<\/i>, 2024\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Somer: Multi-view user representation learning for social media <\/a>\n <\/h3>\n\n
\n Siyi Guo, Keith Burghardt, Valeria Pant\u00e8, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2405.05275<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Evaluating resilience of urban lifelines against flooding in China using social media data <\/a>\n <\/h3>\n\n
\n Jiale Qian, Yunyan Du, Fuyuan Liang, Jiawei Yi, Nan Wang, Wenna Tu, Sheng Huang, Tao Pei, Ting Ma, Keith Burghardt, Kristina Lerman <\/div>\n \n
\n International Journal of Disaster Risk Reduction 106, 104453<\/i>, 2024\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations <\/a>\n <\/h3>\n\n
\n Abhishek Anand, Negar Mokhberian, Prathyusha Naresh Kumar, Anweasha Saha, Zihao He, Ashwin Rao, Fred Morstatter, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2403.04085<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dynamics of Affective Polarization: From Consensus to Partisan Divides <\/a>\n <\/h3>\n\n
\n Buddhika Nettasinghe, Allon G Percus, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2403.16940<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Reading between the tweets: Deciphering ideological stances of interconnected mixed-ideology communities <\/a>\n <\/h3>\n\n
\n Zihao He, Ashwin Rao, Siyi Guo, Negar Mokhberian, Kristina Lerman <\/div>\n \n
\n Findings of the Association for Computational Linguistics: EACL 2024, 1523-1536<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n How Susceptible are Large Language Models to Ideological Manipulation? <\/a>\n <\/h3>\n\n
\n Kai Chen, Zihao He, Jun Yan, Taiwei Shi, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2402.11725<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Whose Emotions and Moral Sentiments Do Language Models Reflect? <\/a>\n <\/h3>\n\n
\n Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2402.11114<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Non-conservative diffusion and its application to social network analysis <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman, Tawan Surachawala, Konstatin Voevodski, Shanghua Teng <\/div>\n \n
\n Journal of Complex Networks 12 (1), cnae006<\/i>, 2024\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Strong Friendship Paradox in Social Networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2412.02061<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Safe Spaces or Toxic Places? Content Moderation and Social Dynamics of Online Eating Disorder Communities <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Minh Duc Chu, Charles Bickham, Luca Luceri, Emilio Ferrara <\/div>\n \n
\n arXiv preprint arXiv:2412.15721<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n In-Group Love, Out-Group Hate: A Framework to Measure Affective Polarization via Contentious Online Discussions <\/a>\n <\/h3>\n\n
\n Buddhika Nettasinghe, Ashwin Rao, Bohan Jiang, Allon Percus, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2412.14414<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Universal Patterns in the Long-term Growth of Urban Infrastructure in US Cities from 1900 to 2015 <\/a>\n <\/h3>\n\n
\n Keith Burghardt, Johannes H Uhl, Kristina Lerman, Stefan Leyk <\/div>\n \n
\n arXiv preprint arXiv:2412.13181<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Analyzing urban scaling laws in the United States over 115 years <\/a>\n <\/h3>\n\n
\n Keith Burghardt, Johannes H Uhl, Kristina Lerman, Stefan Leyk <\/div>\n \n
\n Environment and Planning B: Urban Analytics and City Science, 23998083241240099<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Measuring the Echo-Chamber Phenomenon Through Exposure Bias <\/a>\n <\/h3>\n\n
\n Nathan Bartley, Keith Burghardt, Kristina Lerman <\/div>\n \n
\n Social Network Analysis and Mining Applications in Healthcare and Anomaly \u2026<\/i>, 2024\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Harmful speech detection by language models exhibits gender-queer dialect bias <\/a>\n <\/h3>\n\n
\n Rebecca Dorn, Lee Kezar, Fred Morstatter, Kristina Lerman <\/div>\n \n
\n Proceedings of the 4th ACM Conference on Equity and Access in Algorithms \u2026<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Estimating Causal Effects of Text Interventions Leveraging LLMs <\/a>\n <\/h3>\n\n
\n Siyi Guo, Myrl G Marmarelis, Fred Morstatter, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2410.21474<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors <\/a>\n <\/h3>\n\n
\n Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan <\/div>\n \n
\n arXiv preprint arXiv:2410.13776<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Characterizing online eating disorder communities with large language models <\/a>\n <\/h3>\n\n
\n Minh Duc Chu, Aryan Karnati, Zihao He, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2401.09647<\/i>, 2024\n\n <\/div>\n\n <\/div>\n\n

2023<\/h2>\n \n
\n

\n \n Feedback loops and complex dynamics of harmful speech in online discussions <\/a>\n <\/h3>\n\n
\n Rong-Ching Chang, Jonathan May, Kristina Lerman <\/div>\n \n
\n International Conference on Social Computing, Behavioral-Cultural Modeling \u2026<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Anger breeds controversy: analyzing controversy and emotions on reddit <\/a>\n <\/h3>\n\n
\n Kai Chen, Zihao He, Rong-Ching Chang, Jonathan May, Kristina Lerman <\/div>\n \n
\n International conference on social computing, behavioral-cultural modeling \u2026<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A data fusion framework for multi-domain morality learning <\/a>\n <\/h3>\n\n
\n Siyi Guo, Negar Mokhberian, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 17 \u2026<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n # RoeOverturned: Twitter dataset on the abortion rights controversy <\/a>\n <\/h3>\n\n
\n Rong-Ching Chang, Ashwin Rao, Qiankun Zhong, Magdalena Wojcieszak, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 17 \u2026<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Radicalized by Thinness: Using a Model of Radicalization to Understand Pro-Anorexia Communities on Twitter <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Aryan Karnati, Shuchan Zhou, Siyi Chen, Sudesh Kumar, Zihao He, Joanna Yau, Abigail Horn <\/div>\n \n
\n arXiv preprint arXiv:2305.11316<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Clique densification in networks <\/a>\n <\/h3>\n\n
\n Haochen Pi, Keith Burghardt, Allon G Percus, Kristina Lerman <\/div>\n \n
\n Physical Review E 107 (4), L042301<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Pandemic culture wars: Partisan differences in the moral language of covid-19 discussions <\/a>\n <\/h3>\n\n
\n Ashwin Rao, Siyi Guo, Sze Yuh Nina Wang, Fred Morstatter, Kristina Lerman <\/div>\n \n
\n 2023 IEEE International Conference on Big Data (BigData), 413-422<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Evaluating Resilience on Urban Lifelines in Response to Floods across China Using Social Media Data <\/a>\n <\/h3>\n\n
\n Jiale Qian, Tao Pei, Keith Burghardt, Kristina Lerman <\/div>\n \n
\n Tao and ma, ting and Burghardt, Keith and Lerman, Kristina, Evaluating \u2026<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Evaluating content exposure bias in social networks <\/a>\n <\/h3>\n\n
\n Nathan Bartley, Keith Burghardt, Kristina Lerman <\/div>\n \n
\n Proceedings of the International Conference on Advances in Social Networks \u2026<\/i>, 2023\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Tracking a year of polarized twitter discourse on abortion <\/a>\n <\/h3>\n\n
\n Ashwin Rao, Rong-Ching Chang, Qiankun Zhong, Kristina Lerman, Magdalena Wojcieszak <\/div>\n \n
\n arXiv preprint arXiv:2311.16831<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Inducing political bias allows language models anticipate partisan reactions to controversies <\/a>\n <\/h3>\n\n
\n Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2311.09687<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Affective polarization in social networks <\/a>\n <\/h3>\n\n
\n Dan Feldman, Ashwin Rao, Zihao He, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2310.18553<\/i>, 2023\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Data-driven estimation of heterogeneous treatment effects <\/a>\n <\/h3>\n\n
\n Christopher Tran, Keith Burghardt, Kristina Lerman, Elena Zheleva <\/div>\n \n
\n arXiv preprint arXiv:2301.06615<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2022<\/h2>\n \n
\n

\n \n Infusing knowledge from wikipedia to enhance stance detection <\/a>\n <\/h3>\n\n
\n Zihao He, Negar Mokhberian, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2204.03839<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Scale-free degree distributions, homophily and the glass ceiling effect in directed networks <\/a>\n <\/h3>\n\n
\n Buddhika Nettasinghe, Nazanin Alipourfard, Stephen Iota, Vikram Krishnamurthy, Kristina Lerman <\/div>\n \n
\n Journal of Complex Networks 10 (2), cnac007<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Systems and methods for a text mining approach for predicting exploitation of vulnerabilities <\/a>\n <\/h3>\n\n
\n N Tavabi, P Goyal, K Lerman, M Almukaynizi, P Shakarian <\/div>\n \n
\n US Patent 11,520,900<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Alcap: Alignment-augmented music captioner <\/a>\n <\/h3>\n\n
\n Zihao He, Weituo Hao, Wei-Tsung Lu, Changyou Chen, Kristina Lerman, Xuchen Song <\/div>\n \n
\n arXiv preprint arXiv:2212.10901<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The Social Emotional Web <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n 2022 IEEE 8th International Conference on Collaboration and Internet \u2026<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Leveraging change point detection to discover natural experiments in data <\/a>\n <\/h3>\n\n
\n Yuzi He, Keith A Burghardt, Kristina Lerman <\/div>\n \n
\n EPJ Data Science 11 (1), 49<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Pattern discovery in physiological data with byte pair encoding <\/a>\n <\/h3>\n\n
\n Nazgol Tavabi, Kristina Lerman <\/div>\n \n
\n Multimodal AI in healthcare: A paradigm shift in health intelligence, 227-243<\/i>, 2022\n\n <\/div>\n\n <\/div>\n\n

2021<\/h2>\n \n
\n

\n \n Speaker turn modeling for dialogue act classification <\/a>\n <\/h3>\n\n
\n Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani <\/div>\n \n
\n arXiv preprint arXiv:2109.05056<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Digital Deception: The Cognitive and Social Mechanisms of the Spread of Fake News <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n 2021\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Pattern discovery in time series with byte pair encoding <\/a>\n <\/h3>\n\n
\n Nazgol Tavabi, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2106.00614<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Detecting polarized topics using partisanship-aware contextualized topic embeddings <\/a>\n <\/h3>\n\n
\n Zihao He, Negar Mokhberian, Ant\u00f3nio C\u00e2mara, Andr\u00e9s Abeliuk, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2104.07814<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Gender disparity in the authorship of biomedical research publications during the COVID-19 pandemic: retrospective observational study <\/a>\n <\/h3>\n\n
\n Goran Muric, Kristina Lerman, Emilio Ferrara <\/div>\n \n
\n Journal of medical Internet research 23 (4), e25379<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Follow the leader: Documents on the leading edge of semantic change get more citations <\/a>\n <\/h3>\n\n
\n Sandeep Soni, Kristina Lerman, Jacob Eisenstein <\/div>\n \n
\n Journal of the Association for Information Science and Technology 72 (4 \u2026<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Emergence of structural inequalities in scientific citation networks <\/a>\n <\/h3>\n\n
\n Buddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2103.10944<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n FOR ROBUST ANALYSIS OF HETEROGENEOUS DATA <\/a>\n <\/h3>\n\n
\n Nazanin Alipourfard, Keith Burghardt, Kristina Lerman <\/div>\n \n
\n Handbook of Computational Social Science, Volume 2: Data Science \u2026<\/i>, 2021\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Explaining classification performance and bias via network structure and sampling <\/a>\n <\/h3>\n\n
\n Lisette Esp\u00edn\u2011Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner <\/div>\n \n
\n 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2020<\/h2>\n \n
\n

\n \n Challenges in forecasting malicious events from incomplete data <\/a>\n <\/h3>\n\n
\n Nazgol Tavabi, Andr\u00e9s Abeliuk, Negar Mokhberian, Jeremy Abramson, Kristina Lerman <\/div>\n \n
\n Companion proceedings of the web conference 2020, 603-610<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Friendship paradox biases perceptions in directed networks <\/a>\n <\/h3>\n\n
\n Nazanin Alipourfard, Buddhika Nettasinghe, Andr\u00e9s Abeliuk, Vikram Krishnamurthy, Kristina Lerman <\/div>\n \n
\n Nature communications 11 (1), 707<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The leaky pipeline in physics publishing <\/a>\n <\/h3>\n\n
\n Clara O Ross, Aditya Gupta, Ninareh Mehrabi, Goran Muric, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:2010.08912<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Tracking Individual Performance with Sensors Study (TILES) <\/a>\n <\/h3>\n\n
\n Karel Mundnich, Brandon Booth, Michelle L'Hommedieu, Justin L'Hommedieu, Mackenzie Wildman, Tiantian Feng, Benjamin Girault, Sophia Skaaden, Amrutha Nadarajan, Jennifer Villatte, Tiago Falk, Kristina Lerman, Emilio Ferrara, Shrikanth Narayanan <\/div>\n \n
\n (No Title)<\/i>, 2020\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n White paper: Deep fakery\u2013an action plan <\/a>\n <\/h3>\n\n
\n David Chu, Ilke Demir, Kristen Eichensehr, Jacob G Foster, Mark L Green, Kristina Lerman, Filippo Menczer, Cailin O\u2019Connor, Edward Parson, Lars Ruthotto, Amit Sahai10, Jose Sotelo11, Luca Venturi12 <\/div>\n \n
\n Institute for Pure and Applied Mathematics (IPAM)<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Tracking Social Media Discourse About the COVID-19 Pandemic: Development of a Public Coronavirus Twitter Data Set. JMIR Public Health Surveill, 6 (2), e19273 <\/a>\n <\/h3>\n\n
\n Emily Chen, Kristina Lerman, Emilio Ferrara <\/div>\n \n
\n arXiv preprint arXiv:1907.11692<\/i>, 2020\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Moral framing and ideological bias of news <\/a>\n <\/h3>\n\n
\n Negar Mokhberian, Andr\u00e9s Abeliuk, Patrick Cummings, Kristina Lerman <\/div>\n \n
\n Social Informatics: 12th International Conference, SocInfo 2020, Pisa, Italy \u2026<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2019<\/h2>\n \n
\n

\n \n Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing <\/a>\n <\/h3>\n\n
\n Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan <\/div>\n \n
\n international conference on machine learning, 21-29<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Discovering hidden structure in high dimensional human behavioral data via tensor factorization <\/a>\n <\/h3>\n\n
\n Homa Hosseinmardi, Hsien-Te Kao, Kristina Lerman, Emilio Ferrara <\/div>\n \n
\n arXiv preprint arXiv:1905.08846<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The Web Conference 2019 Companion Volume Preface <\/a>\n <\/h3>\n\n
\n Sihem Amer-Yahia, Geert Jan Houben, Mohammad Madian, Kristina Lerman, Ashish Goel, Julian McAuley <\/div>\n \n
\n The web conference 2019: 30 years of the web, III<\/i>, 2019\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n PhD symposium chairs' welcome <\/a>\n <\/h3>\n\n
\n Geert-Jan Houben, Kristina Lerman <\/div>\n \n
\n The web conference 2019: 30 years of the web, 1-1<\/i>, 2019\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Diffusion in social networks: Effects of monophilic contagion, friendship paradox, and reactive networks <\/a>\n <\/h3>\n\n
\n Buddhika Nettasinghe, Vikram Krishnamurthy, Kristina Lerman <\/div>\n \n
\n IEEE Transactions on Network Science and Engineering 7 (3), 1121-1132<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Influence Maximization for Social Good: Use of Social Networks in Low Resource Communities <\/a>\n <\/h3>\n\n
\n Amulya Yadav <\/div>\n \n
\n arXiv preprint arXiv:1912.02105<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Predicting and explaining behavioral data with structured feature space decomposition <\/a>\n <\/h3>\n\n
\n Peter G Fennell, Zhiya Zuo, Kristina Lerman <\/div>\n \n
\n EPJ Data Science 8 (1), 1-27<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2018<\/h2>\n \n
\n

\n \n Model of cognitive dynamics predicts performance on standardized tests <\/a>\n <\/h3>\n\n
\n Nathan O Hodas, Jacob Hunter, Stephen J Young, Kristina Lerman <\/div>\n \n
\n Journal of Computational Social Science 1, 295-312<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Degree correlations amplify the growth of cascades in networks <\/a>\n <\/h3>\n\n
\n Xin-Zeng Wu, Peter G Fennell, Allon G Percus, Kristina Lerman <\/div>\n \n
\n Physical Review E 98 (2), 022321<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Discovering signals from web sources to predict cyber attacks <\/a>\n <\/h3>\n\n
\n Palash Goyal, KSM Hossain, Ashok Deb, Nazgol Tavabi, Nathan Bartley, Andr'es Abeliuk, Emilio Ferrara, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1806.03342<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Modeling evolution of topics in large-scale temporal text corpora <\/a>\n <\/h3>\n\n
\n Elaheh Momeni, Shanika Karunasekera, Palash Goyal, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 12 (1)<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data <\/a>\n <\/h3>\n\n
\n Nazanin Alipourfard, Peter G Fennell, Kristina Lerman <\/div>\n \n
\n PROCEEDINGS OF THE TWELFTH INTERNATIONAL CONFERENCE ON WEB AND SOCIAL MEDIA<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Journalism, Misinformation and Fact Checking Chairs' Welcome & Organization <\/a>\n <\/h3>\n\n
\n Giovanni Luca Ciampaglia, Kristina Lerman, Panagiotis Metaxas <\/div>\n \n
\n Companion Proceedings of the The Web Conference 2018, 513-515<\/i>, 2018\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Towards quantifying sampling bias in network inference <\/a>\n <\/h3>\n\n
\n Lisette Esp\u00edn-Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman <\/div>\n \n
\n Companion Proceedings of the The Web Conference 2018, 1277-1285<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Can you trust the trend? Discovering Simpson's paradoxes in social data <\/a>\n <\/h3>\n\n
\n Nazanin Alipourfard, Peter G Fennell, Kristina Lerman <\/div>\n \n
\n Proceedings of the eleventh ACM international conference on web search and \u2026<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n DarkEmbed: Exploit Prediction With Neural Language Models. <\/a>\n <\/h3>\n\n
\n Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman <\/div>\n \n
\n IAAI<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Author Correction: Neighbor-Neighbor Correlations Explain Measurement Bias in Networks <\/a>\n <\/h3>\n\n
\n Xin-Zeng Wu, Allon G Percus, Kristina Lerman <\/div>\n \n
\n Scientific Reports 8<\/i>, 2018\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Predicting cyber-events by leveraging hacker sentiment <\/a>\n <\/h3>\n\n
\n Ashok Deb, Kristina Lerman, Emilio Ferrara <\/div>\n \n
\n Information 9 (11), 280<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Contagions in social networks: Effects of monophilic contagion, friendship paradox and reactive networks <\/a>\n <\/h3>\n\n
\n Buddhika Nettasinghe, Vikram Krishnamurthy, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1810.05822<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Computational social scientist beware: Simpson\u2019s paradox in behavioral data <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Journal of Computational Social Science 1 (1), 49-58<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2017<\/h2>\n \n
\n

\n \n Network vector: distributed representations of networks with global context <\/a>\n <\/h3>\n\n
\n Hao Wu, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1709.02448<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Bounded rationality in scholarly knowledge discovery <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Nathan Hodas, Hao Wu <\/div>\n \n
\n arXiv preprint arXiv:1710.00269<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Deep context: a neural language model for large-scale networked documents <\/a>\n <\/h3>\n\n
\n Hao Wu, Kristina Lerman <\/div>\n \n
\n Proceedings of the 26th International Joint Conference on Artificial \u2026<\/i>, 2017\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A Meme is Not a Virus: The Role of Cognitive Heuristics in Information Diffusion <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Proceedings of the 28th ACM Conference on Hypertext and Social Media, 1-1<\/i>, 2017\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Graph Filters and the Z-Laplacian <\/a>\n <\/h3>\n\n
\n Xiaoran Yan, Brian M Sadler, Robert J Drost, L Yu Paul, Kristina Lerman <\/div>\n \n
\n IEEE Journal of Selected Topics in Signal Processing 11 (6), 774-784<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Neighbor-neighbor correlations explain measurement bias in networks <\/a>\n <\/h3>\n\n
\n Xin-Zeng Wu, Allon G Percus, Kristina Lerman <\/div>\n \n
\n Scientific Reports 7 (1), 5576<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Will break for productivity: Generalized symptoms of cognitive depletion <\/a>\n <\/h3>\n\n
\n Lyndsey Franklin, Kristina Lerman, Nathan Hodas <\/div>\n \n
\n arXiv preprint arXiv:1706.01521<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Modified Cheeger and ratio cut methods using the Ginzburg\u2013Landau functional for classification of high-dimensional data <\/a>\n <\/h3>\n\n
\n Ekaterina Merkurjev, Andrea Bertozzi, Xiaoran Yan, Kristina Lerman <\/div>\n \n
\n Inverse Problems 33 (7), 074003<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Mining social semantics on the social web <\/a>\n <\/h3>\n\n
\n Andreas Hotho, Robert J\u00e4schke, Kristina Lerman <\/div>\n \n
\n Semantic Web 8 (5), 623-624<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Analyzing Uber's ride-sharing economy <\/a>\n <\/h3>\n\n
\n Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman <\/div>\n \n
\n Proceedings of the 26th international conference on world wide web companion \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Understanding short-term changes in online activity sessions <\/a>\n <\/h3>\n\n
\n Farshad Kooti, Karthik Subbian, Winter Mason, Lada Adamic, Kristina Lerman <\/div>\n \n
\n Proceedings of the 26th international conference on world wide web companion \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Taming the unpredictability of cultural markets with social influence <\/a>\n <\/h3>\n\n
\n Andr\u00e9s Abeliuk, Gerardo Berbeglia, Pascal Van Hentenryck, Tad Hogg, Kristina Lerman <\/div>\n \n
\n Proceedings of the 26th international conference on world wide web, 745-754<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Travel analytics: Understanding how destination choice and business clusters are connected based on social media data <\/a>\n <\/h3>\n\n
\n Arthur Huang, Luciano Gallegos, Kristina Lerman <\/div>\n \n
\n Transportation Research Part C: Emerging Technologies 77, 245-256<\/i>, 2017\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Effort mediates access to information in online social networks <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman <\/div>\n \n
\n ACM Transactions on the Web (TWEB) 11 (1), 1-19<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n iPhone's Digital Marketplace: Characterizing the Big Spenders <\/a>\n <\/h3>\n\n
\n Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman <\/div>\n \n
\n Proceedings of the tenth ACM international conference on web search and data \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Techniques to evaluate and enhance cognitive performance <\/a>\n <\/h3>\n\n
\n NO Hodas, K Lerman, L Franklin, D Arendt <\/div>\n \n
\n US Patent App. 15\/212,138<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Identifying sentiment of hookah-related posts on Twitter <\/a>\n <\/h3>\n\n
\n Jon-Patrick Allem, Jagannathan Ramanujam, Kristina Lerman, Kar-Hai Chu, Tess Boley Cruz, Jennifer B Unger <\/div>\n \n
\n JMIR public health and surveillance 3 (4), e8133<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n How the structure of Wikipedia articles influences user navigation <\/a>\n <\/h3>\n\n
\n Daniel Lamprecht, Kristina Lerman, Denis Helic, Markus Strohmaier <\/div>\n \n
\n New Review of Hypermedia and Multimedia 23 (1), 29-50<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Multi-layer network composition under a unified dynamical process <\/a>\n <\/h3>\n\n
\n Xiaoran Yan, Shang-Hua Teng, Kristina Lerman <\/div>\n \n
\n Social, Cultural, and Behavioral Modeling: 10th International Conference \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2016<\/h2>\n \n
\n

\n \n Network composition from multi-layer data <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Shang-Hua Teng, Xiaoran Yan <\/div>\n \n
\n arXiv preprint arXiv:1609.01641<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Leveraging the Contributions of the Casual Majority to Identify Appealing Web Content <\/a>\n <\/h3>\n\n
\n Tad Hogg, Kristina Lerman <\/div>\n \n
\n Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 4 \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Situational Awareness for Social Media: Theories, Models and Algorithms <\/a>\n <\/h3>\n\n
\n Aram Galstyan, Kristina Lerman, Eduard Hovy, Yan Liu, Ram Nevatia <\/div>\n \n
\n 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Assessing the navigational effects of click biases and link insertion on the web <\/a>\n <\/h3>\n\n
\n Florian Geigl, Kristina Lerman, Simon Walk, Markus Strohmaier, Denis Helic <\/div>\n \n
\n Proceedings of the 27th ACM Conference on Hypertext and Social Media, 37-47<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Capturing the interplay of dynamics and networks through parameterizations of Laplacian operators <\/a>\n <\/h3>\n\n
\n Xiaoran Yan, Shang-hua Teng, Kristina Lerman, Rumi Ghosh <\/div>\n \n
\n PeerJ Computer Science 2, e57<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information is not a virus, and other consequences of human cognitive limits <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Future Internet 8 (2), 21<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Geography of emotion: Where in a city are people happier? <\/a>\n <\/h3>\n\n
\n Luciano Gallegos, Kristina Lerman, Arhur Huang, David Garcia <\/div>\n \n
\n Proceedings of the 25th International Conference Companion on World Wide Web \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Portrait of an online shopper: Understanding and predicting consumer behavior <\/a>\n <\/h3>\n\n
\n Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic <\/div>\n \n
\n Proceedings of the ninth ACM international conference on web search and data \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The" majority illusion" in social networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Xiaoran Yan, Xin-Zeng Wu <\/div>\n \n
\n PloS one 11 (2), e0147617<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Partitioning networks with node attributes by compressing information flow <\/a>\n <\/h3>\n\n
\n Laura M Smith, Linhong Zhu, Kristina Lerman, Allon G Percus <\/div>\n \n
\n ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (2), 1-26<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Twitter session analytics: Profiling users\u2019 short-term behavioral changes <\/a>\n <\/h3>\n\n
\n Farshad Kooti, Esteban Moro, Kristina Lerman <\/div>\n \n
\n Social Informatics: 8th International Conference, SocInfo 2016, Bellevue, WA \u2026<\/i>, 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Inferring Structure and Forecasting Dynamics on Evolving Networks <\/a>\n <\/h3>\n\n
\n Jeffrey P Brantingham, Ronald Breiger, Yu-han Chang, Aram Galstyan, Kristina Lerman, Michael Mcbride, Igor Mezic, Brinton Milward, Clayton Morrison, Allon Percus, George E Tita, Andrea L Bertozzi <\/div>\n \n
\n 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Attention inequality in social media <\/a>\n <\/h3>\n\n
\n Linhong Zhu, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1601.07200<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Wrapper Maintenance <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Craig A Knoblock <\/div>\n \n
\n Encyclopedia of Database Systems, 1-5<\/i>, 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Analyzing the digital traces of political manipulation <\/a>\n <\/h3>\n\n
\n Adam Badawy, Emilio Ferrara, Kristina Lerman <\/div>\n \n
\n The 2016 Russian Interference Twitter Campaign<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Emotions, demographics and sociability in twitter interactions <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Megha Arora, Luciano Gallegos, Ponnurangam Kumaraguru, David Garcia <\/div>\n \n
\n Proceedings of the international AAAI conference on web and social media 10 \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2015<\/h2>\n \n
\n

\n \n Evolution of conversations in the age of email overload <\/a>\n <\/h3>\n\n
\n Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach <\/div>\n \n
\n Proceedings of the 24th international conference on world wide web, 603-613<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The impact of network flows on community formation in models of opinion dynamics <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n The Journal of Mathematical Sociology 39 (2), 109-124<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Analyzing Evolving Social Network 2 (EVOLVE2) <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Structural properties of ego networks <\/a>\n <\/h3>\n\n
\n Sidharth Gupta, Xiaoran Yan, Kristina Lerman <\/div>\n \n
\n International Conference on Social Computing, Behavioral-Cultural Modeling \u2026<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n network science editorial team <\/a>\n <\/h3>\n\n
\n Ulrik Brandes, Ronald Breiger, Noshir Contractor, Filippo Menczer, Jaideep Srivastava, Thomas Valente, Fernando Vega-Redondo, Alessandro Vespignani, Stanley Wasserman, Sinan Aral, Alain Barrat, Yann Bramoulle, Dirk Brockmann, Nicholas Christakis, Jonathon Cummings, Padraig Cunningham, Matthew Elliott, Christos Faloutsos, Katherine Faust, James Fowler, Andrea Galeotti, David Hunter, Yoshihisa Kashima, Peter Key, Laura Koehly, Eric Kolaczyk, David Krackhardt, David Lazer, Roger Leenders, Kristina Lerman, Mark Lubell, Winter Mason, James Moody, Sue Moon, Romualdo Pastor-Satorras, Bernice Pescosolido, Richard Rothenberg, Olaf Sporns, Douglas Steinley, Adam Szeidl, Zoltan Toroczkai, Marco van der Leij, Ann McCranie <\/div>\n \n
\n 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Cognitive Heuristics and Collective Opinions in Peer Recommendation <\/a>\n <\/h3>\n\n
\n KRISTINA LERMAN, T Hogg <\/div>\n \n
\n Collective Intelligence<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The success of question answering communities: How diversity influences ad hoc groups <\/a>\n <\/h3>\n\n
\n EMANUEL FEDERICO Alsina, WILLIAM Rand, KRISTINA Lerman <\/div>\n \n
\n Collective Intelligence, 1-4<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social Ties and Emotions: Evidence from Social Media <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Megha Arora, Luciano Gallegos, David Garcia <\/div>\n \n
\n CoRR<\/i>, 2015\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Vip: Incorporating human cognitive biases in a probabilistic model of retweeting <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman <\/div>\n \n
\n Social Computing, Behavioral-Cultural Modeling, and Prediction: 8th \u2026<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n User effort and network structure mediate access to information in networks <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 9 \u2026<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2014<\/h2>\n \n
\n

\n \n Welcome message from the socialcom 2014-Beijing general and program chairs <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Su Yang, Martin Atzmueller, James She <\/div>\n \n
\n ACM International Conference Proceeding Series 2014<\/i>, 2014\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The interplay between dynamics and networks: centrality, communities, and cheeger inequality <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Shang-hua Teng, Kristina Lerman, Xiaoran Yan <\/div>\n \n
\n Proceedings of the 20th ACM SIGKDD international conference on Knowledge \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A visibility-based model for link prediction in social media <\/a>\n <\/h3>\n\n
\n Linhong Zhu, Kristina Lerman <\/div>\n \n
\n Academy of Science and Engineering (ASE), USA,\u00a9 ASE 2014<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Leveraging position bias to improve peer recommendation <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Tad Hogg <\/div>\n \n
\n PloS one 9 (6), e98914<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Network weirdness: Exploring the origins of network paradoxes <\/a>\n <\/h3>\n\n
\n Farshad Kooti, Nathan Hodas, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 8 \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The simple rules of social contagion <\/a>\n <\/h3>\n\n
\n Nathan O Hodas, Kristina Lerman <\/div>\n \n
\n Scientific reports 4 (1), 4343<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Classifying message content based on rebroadcast diversity <\/a>\n <\/h3>\n\n
\n K Lerman, R Ghosh <\/div>\n \n
\n US Patent App. 13\/904,973<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Placing user-generated content on the map with confidence <\/a>\n <\/h3>\n\n
\n Suradej Intagorn, Kristina Lerman <\/div>\n \n
\n Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Disentangling the effects of social signals <\/a>\n <\/h3>\n\n
\n Tad Hogg, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1410.6744<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Effects of social influence in peer online recommendation <\/a>\n <\/h3>\n\n
\n Tad Hogg, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1410.6744<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Proceedings of the 2014 International Conference on Social Computing, Beijing, China, August 04-07, 2014 <\/a>\n <\/h3>\n\n
\n Su Yang, Kristina Lerman, James She, Martin Atzmueller <\/div>\n \n
\n ACM<\/i>, 2014\n\n <\/div>\n\n <\/div>\n\n

2013<\/h2>\n \n
\n

\n \n Using stochastic models to predict user response in social media <\/a>\n <\/h3>\n\n
\n Tad Hogg, Kristina Lerman, Laura M Smith <\/div>\n \n
\n 2013 International Conference on Social Computing, 63-68<\/i>, 2013\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The role of social media in the discussion of controversial topics <\/a>\n <\/h3>\n\n
\n Laura M Smith, Linhong Zhu, Kristina Lerman, Zornitsa Kozareva <\/div>\n \n
\n 2013 International Conference on Social Computing, 236-243<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Stochastic models predict user behavior in social media <\/a>\n <\/h3>\n\n
\n Tad Hogg, Kristina Lerman, Laura M Smith <\/div>\n \n
\n arXiv preprint arXiv:1308.2705<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Network flows and the link prediction problem <\/a>\n <\/h3>\n\n
\n Kanika Narang, Kristina Lerman, Ponnurangam Kumaraguru <\/div>\n \n
\n Proceedings of the 7th workshop on social network mining and analysis, 1-8<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Attention and visibility in an information-rich world <\/a>\n <\/h3>\n\n
\n Nathan O Hodas, Kristina Lerman <\/div>\n \n
\n 2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-6<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social Dynamics of Information <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n LA-CTR: A limited attention collaborative topic regression for social media <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman <\/div>\n \n
\n Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 1128-1134<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Limited attention and centrality in social networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Prachi Jain, Rumi Ghosh, Jeon-Hyung Kang, Ponnurangam Kumaraguru <\/div>\n \n
\n 2013 International Conference on Social Intelligence and Technology, 80-89<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Structural and cognitive bottlenecks to information access in social networks <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman <\/div>\n \n
\n Proceedings of the 24th ACM Conference on Hypertext and Social Media, 51-59<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n LA-LDA: a limited attention topic model for social recommendation <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman, Lise Getoor <\/div>\n \n
\n International conference on social computing, behavioral-cultural modeling \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Identifying transformative scientific research <\/a>\n <\/h3>\n\n
\n Yi-Hung Huang, Chun-Nan Hsu, Kristina Lerman <\/div>\n \n
\n 2013 IEEE 13th International Conference on Data Mining, 291-300<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using Visibility to Control Collective Attention in Crowdsourcing <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Tad Hogg <\/div>\n \n
\n Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 1 \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Analysis: An Introduction <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Handbook of Human Computation, 745-749<\/i>, 2013\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social informatics: using big data to understand social behavior <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Handbook of Human Computation, 751-759<\/i>, 2013\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Scalable mining of social data using stochastic gradient fisher scoring <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman <\/div>\n \n
\n Proceedings of the 2013 workshop on Data-driven user behavioral modelling \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Spectral clustering with epidemic diffusion <\/a>\n <\/h3>\n\n
\n Laura M Smith, Kristina Lerman, Cristina Garcia-Cardona, Allon G Percus, Rumi Ghosh <\/div>\n \n
\n Physical Review E\u2014Statistical, Nonlinear, and Soft Matter Physics 88 (4 \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Network Science Editorial Team <\/a>\n <\/h3>\n\n
\n Lada Adamic, Ulrik Brandes, Noshir Contractor, Sanjeev Goyal, Garry Robins, Thomas Valente, Alessandro Vespignani, Stanley Wasserman, Sinan Aral, Alain Barrat, Yann Bramoulle, Dirk Brockmann, Nicholas Christakis, Jonathon Cummings, Padraig Cunningham, Matthew Elliott, Christos Faloutsos, Katherine Faust, James Fowler, Andrea Galeotti, David Hunter, Yoshihisa Kashima, Peter Key, Laura Koehly, Eric Kolaczyk, David Krackhardt, David Lazer, Roger Leenders, Kristina Lerman, Mark Lubell, Winter Mason, Filippo Menczer, James Moody, Sue Moon, Romualdo Pastor-Satorras, Bernice Pescosolido, Richard Rothenberg, Olaf Sporns, Jaideep Srivastava, Douglas Steinley, Adam Szeidl, Zoltan Toroczkai, Marco van der Leij, Fernando Vega-Redondo, Ann McCranie <\/div>\n \n
\n 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Mining geospatial knowledge on the social web <\/a>\n <\/h3>\n\n
\n Suradej Intagorn, Kristina Lerman <\/div>\n \n
\n Using Social and Information Technologies for Disaster and Crisis Management \u2026<\/i>, 2013\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Friendship paradox redux: Your friends are more interesting than you <\/a>\n <\/h3>\n\n
\n Nathan Hodas, Farshad Kooti, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 7 \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2012<\/h2>\n \n
\n

\n \n Rethinking centrality: the role of dynamical processes in social network analysis <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1209.4616<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using stochastic models to describe and predict social dynamics of web users <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Tad Hogg <\/div>\n \n
\n ACM Transactions on Intelligent Systems and Technology (TIST) 3 (4), 1-33<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Network structure, topology, and dynamics in generalized models of synchronization <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Rumi Ghosh <\/div>\n \n
\n Physical Review E\u2014Statistical, Nonlinear, and Soft Matter Physics 86 (2 \u2026<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using lists to measure homophily on twitter <\/a>\n <\/h3>\n\n
\n Jeon Hyung Kang, Kristina Lerman <\/div>\n \n
\n Workshops at the twenty-sixth AAAI conference on artificial intelligence<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Semi-automatically mapping structured sources into the semantic web <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro Szekely, Jos\u00e9 Luis Ambite, Aman Goel, Shubham Gupta, Kristina Lerman, Maria Muslea, Mohsen Taheriyan, Parag Mallick <\/div>\n \n
\n Extended semantic web conference, 375-390<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n How visibility and divided attention constrain social contagion <\/a>\n <\/h3>\n\n
\n Nathan Oken Hodas, Kristina Lerman <\/div>\n \n
\n arXiv e-prints, arXiv: 1205.2736<\/i>, 2012\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using proximity to predict activity in social networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Suradej Intagorn, Jeon-Hyung Kang, Rumi Ghosh <\/div>\n \n
\n Proceedings of the 21st international conference on World Wide Web, 555-556<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social contagion: An empirical study of information spread on digg and twitter follower graphs <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Rumi Ghosh, Tawan Surachawala <\/div>\n \n
\n arXiv preprint arXiv:1202.3162<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social dynamics of digg <\/a>\n <\/h3>\n\n
\n Tad Hogg, Kristina Lerman <\/div>\n \n
\n EPJ Data Science 1 (1), 1-26<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A probabilistic approach to mining geospatial knowledge from social annotations <\/a>\n <\/h3>\n\n
\n Suradej Intagorn, Kristina Lerman <\/div>\n \n
\n SIGSPATIAL Special 4 (3), 2-7<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Impact of Dynamic Interactions on Multi-Scale Analysis of Community Structure in Networks <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1201.2383<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The role of dynamic interactions in multi-scal e analysis of network structure <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n CoRR<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting structure within data for accurate labeling using conditional random fields <\/a>\n <\/h3>\n\n
\n Aman Goel, Craig A Knoblock, Kristina Lerman <\/div>\n \n
\n Proceedings on the International Conference on Artificial Intelligence (ICAI), 1<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Characterising emergent semantics in twitter lists <\/a>\n <\/h3>\n\n
\n Andr\u00e9s Garc\u00eda-Silva, Jeon-Hyung Kang, Kristina Lerman, Oscar Corcho <\/div>\n \n
\n The Semantic Web: Research and Applications: 9th Extended Semantic Web \u2026<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2011<\/h2>\n \n
\n

\n \n Using conditional random fields to exploit token structure and labels for accurate semantic annotation <\/a>\n <\/h3>\n\n
\n Aman Goel, Craig Knoblock, Kristina Lerman <\/div>\n \n
\n Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 1784-1785<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Entropy-based classification of'retweeting'activity on twitter <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Tawan Surachawala, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1106.0346<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Parameterized centrality metric for network analysis <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n Physical Review E\u2014Statistical, Nonlinear, and Soft Matter Physics 83 (6 \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Pragmatic evaluation of folksonomies <\/a>\n <\/h3>\n\n
\n Denis Helic, Markus Strohmaier, Christoph Trattner, Markus Muhr, Kristina Lerman <\/div>\n \n
\n Proceedings of the 20th international conference on World wide web, 417-426<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Stochastic models of social media dynamics <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Aram Galstyan, Greg Ver Steeg, T Hogg <\/div>\n \n
\n 5th International AAAI Conference on Weblogs and Social Media (ICWSM \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A probabilistic approach for learning folksonomies from structured data <\/a>\n <\/h3>\n\n
\n Anon Plangprasopchok, Kristina Lerman, Lise Getoor <\/div>\n \n
\n Proceedings of the fourth ACM international conference on Web search and \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A framework for quantitative analysis of cascades on networks <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n Proceedings of the fourth ACM international conference on Web search and \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n What stops social epidemics? <\/a>\n <\/h3>\n\n
\n Greg Ver Steeg, Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n Proceedings of 5th International Conference on Weblogs and Social Media \u2026<\/i>, 2011\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Time-aware ranking in dynamic citation networks <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Tsung-Ting Kuo, Chun-Nan Hsu, Shou-De Lin, Kristina Lerman <\/div>\n \n
\n 2011 ieee 11th international conference on data mining workshops, 373-380<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning boundaries of vague places from noisy annotations <\/a>\n <\/h3>\n\n
\n Suradej Intagorn, Kristina Lerman <\/div>\n \n
\n Proceedings of the 19th ACM SIGSPATIAL international conference on advances \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Leveraging user diversity to harvest knowledge on the social web <\/a>\n <\/h3>\n\n
\n Jeon-Hyung Kang, Kristina Lerman <\/div>\n \n
\n 2011 IEEE Third International Conference on Privacy, Security, Risk and \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Interactively Mapping Data Sources into the Semantic Web. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro A Szekely, Jose Luis Ambite, Shubham Gupta, Aman Goel, Maria Muslea, Kristina Lerman, Parag Mallick <\/div>\n \n
\n LISC 783<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social mechanics: An empirically grounded science of social media <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Aram Galstyan, Greg Ver Steeg, Tad Hogg <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 5 \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dynamics of information spread on networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Department of Computer Science, University of California Santa Barbara<\/i>, 2011\n\n <\/div>\n\n <\/div>\n\n

2010<\/h2>\n \n
\n

\n \n Analyzing microblogs with affinity propagation <\/a>\n <\/h3>\n\n
\n Jeon Hyung Kang, Kristina Lerman, Anon Plangprasopchok <\/div>\n \n
\n Proceedings of the First Workshop on Social Media Analytics, 67-70<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Centrality metric for dynamic networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Rumi Ghosh, Jeon Hyung Kang <\/div>\n \n
\n Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 70-77<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Integrating Structured Metadata with Relational Affinity Propagation. <\/a>\n <\/h3>\n\n
\n Anon Plangprasopchok, Kristina Lerman, Lise Getoor <\/div>\n \n
\n Workshops at the Twenty-Fourth AAAI Conference on Artificial Intelligence<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Predicting influential users in online social networks <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:1005.4882<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information contagion: An empirical study of the spread of news on digg and twitter social networks <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Rumi Ghosh <\/div>\n \n
\n Proceedings of the international AAAI conference on web and social media 4 \u2026<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Harvesting geospatial knowledge from social metadata. <\/a>\n <\/h3>\n\n
\n Suradej Intagorn, Anon Plangprasopchok, Kristina Lerman <\/div>\n \n
\n ISCRAM<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Constructing folksonomies by integrating structured metadata <\/a>\n <\/h3>\n\n
\n Anon Plangprasopchok, Kristina Lerman, Lise Getoor <\/div>\n \n
\n Proceedings of the 19th international conference on World wide web, 1165-1166<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using a model of social dynamics to predict popularity of news <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Tad Hogg <\/div>\n \n
\n Proceedings of the 19th international conference on World wide web, 621-630<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Modeling social annotation: a bayesian approach <\/a>\n <\/h3>\n\n
\n Anon Plangprasopchok, Kristina Lerman <\/div>\n \n
\n ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (1), 1-32<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Harvesting geospatial knowledge from online social networks <\/a>\n <\/h3>\n\n
\n KRISTINA Lerman <\/div>\n \n
\n Spatio-Temporal Constraints on Social Networks Workshop, Cent. Spat. Stud \u2026<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Leveraging User-Specified Metadata to Personalize Image Search <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Anon Plangprasopchok <\/div>\n \n
\n Handbook of Research on Web 2.0, 3.0, and X. 0: Technologies, Business, and \u2026<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2009<\/h2>\n \n
\n

\n \n Structure of heterogeneous networks <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n 2009 International Conference on Computational Science and Engineering 4, 98-105<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Constructing folksonomies from user-specified relations on flickr <\/a>\n <\/h3>\n\n
\n Anon Plangprasopchok, Kristina Lerman <\/div>\n \n
\n Proceedings of the 18th international conference on World wide web, 781-790<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Stochastic models of user-contributory web sites <\/a>\n <\/h3>\n\n
\n Tad Hogg, Kristina Lerman <\/div>\n \n
\n Proceedings of 3rd International Conference on Weblogs and Social Media (ICWSM)<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Leaders and negotiators: An influence-based metric for rank <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n Proceedings of the International AAAI Conference on Web and Social Media 3 \u2026<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Parameterized Centrality for Network Analysis <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Rumi Ghosh <\/div>\n \n
\n arXiv preprint arXiv:0911.1095<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Finding Structure in Heterogeneous Networks <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Stochastic Models of Large-Scale Human Behavior on the Web. <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Tad Hogg <\/div>\n \n
\n AAAI Spring Symposium: Human Behavior Modeling 9, 37-42<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Discovering and learning semantic models of online sources for information integration <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Bora Gazen, Craig A Knoblock, Kristina Lerman, Thomas Russ <\/div>\n \n
\n IJCAI Workshop on Information Integration on the Web, Pasadena, CA<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Wrapper Maintenance. <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Craig A Knoblock <\/div>\n \n
\n Encyclopedia of Database Systems, 3565-3569<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically constructing semantic web services from online sources <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Sirish Darbha, Aman Goel, Craig A Knoblock, Kristina Lerman, Rahul Parundekar, Thomas Russ <\/div>\n \n
\n The Semantic Web-ISWC 2009: 8th International Semantic Web Conference, ISWC \u2026<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2008<\/h2>\n \n
\n

\n \n AAAI 2008 Spring Symposia Reports <\/a>\n <\/h3>\n\n
\n Marcello Balduccini, Chitta Baral, Boyan Brodaric, Simon Colton, Peter Fox, David Gutelius, Knut Hinkelmann, Ian Horswill, Bernardo Huberman, Eva Hudlicka, Kristina Lerman, Christine Lisetti, Deborah L McGuinness, Mary Lou Maher, Mark A Musen, Mehran Sahami, Derek Sleeman, Barbara Th\u00f6nssen, Juan D Velasquez, Dan Ventura <\/div>\n \n
\n AI Magazine 29 (3), 107-107<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Reports of the AAAI 2008 Spring Symposia <\/a>\n <\/h3>\n\n
\n Marcello Balduccini, Chitta Baral, Boyan Brodaric, Simon Colton, Peter Fox, David Gutelius, Knut Hinkelmann, Ian Horswill, Bernardo Huberman, Eva Hudlicka, Kristina Lerman, Christine Lisetti, Deborah McGuinness, Mary Lou Maher, Mark A Musen, Mehran Sahami, Derek Sleeman, Barbara Th\u00f6nssen, Juan Velasquez, Dan Ventura <\/div>\n \n
\n AI Magazine 29 (3), 107-115<\/i>, 2008\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Community detection using a measure of global influence <\/a>\n <\/h3>\n\n
\n Rumi Ghosh, Kristina Lerman <\/div>\n \n
\n International Workshop on Social Network Mining and Analysis, 20-35<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Model-guided performance tuning of parameter values: A case study with molecular dynamics visualization <\/a>\n <\/h3>\n\n
\n Yoonju Lee Nelson, Bhupesh Bansal, Mary Hall, Aiichiro Nakano, Kristina Lerman <\/div>\n \n
\n 2008 IEEE International Symposium on Parallel and Distributed Processing, 1-8<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting data semantics to discover, extract, and model web sources <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas Russ, Cenk Gazen, Steven Minton, Mark Carman <\/div>\n \n
\n 2008 IEEE International Conference on Data Mining Workshops, 771-779<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n On Constructing Shallow Taxonomies from Social Annotations. <\/a>\n <\/h3>\n\n
\n Anon Plangprasopchok, Kristina Lerman <\/div>\n \n
\n AAAI Spring Symposium: Social Information Processing, 78-80<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2007<\/h2>\n \n
\n

\n \n Dynamics of a collaborative rating system <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n International Workshop on Social Network Mining and Analysis, 77-96<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dynamics of collaborative document rating systems <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Semantic labeling of online information sources <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Anon Plangprasopchock, Craig A Knoblock <\/div>\n \n
\n International Journal on Semantic Web and Information Systems (IJSWIS) 3 (3 \u2026<\/i>, 2007\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting social annotation for automatic resource discovery <\/a>\n <\/h3>\n\n
\n Anon Plangprasopchok, Kristina Lerman <\/div>\n \n
\n AAAI workshop on Information Integration from the Web, 86-91<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Personalizing image search results on flickr <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Anon Plangprasopchok, Chio Wong <\/div>\n \n
\n Intelligent Information Personalization<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n User participation in social media: Digg study <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n 2007 IEEE\/WIC\/ACM International Conferences on Web Intelligence and \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social information processing in news aggregation <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n IEEE internet computing 11 (6), 16-28<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Spatial behavior of individuals and groups: preliminary findings from a museum scenario <\/a>\n <\/h3>\n\n
\n Dylan Shell, Shivakumar Viswanathan, Jing Huang, Rumi Ghosh, Jie Huang, Maja Mataric, Kristina Lerman, Robert Sekuler <\/div>\n \n
\n IEEE\/RSJ IROS 2007 Workshop: From Sensors to Human Spatial Concepts<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social browsing & information filtering in social media <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n arXiv preprint arXiv:0710.5697<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2006<\/h2>\n \n
\n

\n \n Automatically labeling the inputs and outputs of web services <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Anon Plangprasopchok, Craig A Knoblock <\/div>\n \n
\n AAAI 6, 1363-1368<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social networks and social information filtering on digg <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n arXiv preprint cs\/0612046<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Social browsing on flickr <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Laurie Jones <\/div>\n \n
\n International Conference of Weblogs and Social Media (ICWSM 2006)<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Gender disparity in the authorship of biomedical research publications during the COVID-19 pandemic <\/a>\n <\/h3>\n\n
\n Goran Muric, Kristina Lerman, Emilio Ferrara <\/div>\n \n
\n 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2005<\/h2>\n \n
\n

\n \n A systematic approach to model-guided empirical search for memory hierarchy optimization <\/a>\n <\/h3>\n\n
\n Chun Chen, Jacqueline Chame, Mary Hall, Kristina Lerman <\/div>\n \n
\n International Workshop on Languages and Compilers for Parallel Computing \u2026<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2004<\/h2>\n \n
\n

\n \n A formal design methodology for coordinated multi-robot systems <\/a>\n <\/h3>\n\n
\n Christopher Vernon Jones, M Mataric, G Sukhatme, K Lerman, S Koenig, U Mitra <\/div>\n \n
\n USC Viterbi Robotics Labs, Ph. D. Thesis<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning data prototypes for information extraction <\/a>\n <\/h3>\n\n
\n K Lerman, S Minton <\/div>\n \n
\n US Patent 6,714,941<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A model of adaptation in collaborative multi-agent systems <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Adaptive Behavior 12 (3-4), 187-197<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2003<\/h2>\n \n
\n

\n \n The Plug-in Drug\u2013Television, Computers and Family Life, by Marie Winn It is quite astonishing, that 25 years since its publication, this book remains the only popular parenting \u2026 <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n 2003\n\n <\/div>\n\n <\/div>\n\n

2002<\/h2>\n \n
\n

\n \n Adaptive Boolean networks and minority games with time-dependent capacities <\/a>\n <\/h3>\n\n
\n Aram Galstyan, Kristina Lerman <\/div>\n \n
\n Physical Review E 66 (1), 015103<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Web: A Machine Learning Approach\u00b9 <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Kristina Lerman, Ion Muslea <\/div>\n \n
\n Intelligent Exploration of the Web 111, 275<\/i>, 2002\n\n <\/div>\n\n <\/div>\n\n

2000<\/h2>\n \n
\n

\n \n Learning the common structure of data <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Steven Minton <\/div>\n \n
\n AAAI\/IAAI, 609-614<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Coalition formation for large-scale electronic markets <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Onn Shehory <\/div>\n \n
\n Proceedings Fourth International Conference on Multiagent Systems, 167-174<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Design and mathematical analysis of agent-based systems <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n International Workshop on Formal Approaches to Agent-Based Systems, 222-234<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1999<\/h2>\n \n
\n

\n \n Analysis of transients for binary mixture convection in cylindrical geometry <\/a>\n <\/h3>\n\n
\n Kristina Lerman, David S Cannell, Guenter Ahlers <\/div>\n \n
\n Physical Review E 59 (3), 2975<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Document clustering in reduced dimension vector space <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n Unpublished Manuscript<\/i>, 1999\n\n <\/div>\n\n <\/div>\n\n

1996<\/h2>\n \n
\n

\n \n WebCompass: an agent-based metasearch and metadata discovery tool for the Web <\/a>\n <\/h3>\n\n
\n Brad Allen, John Jensen, Jay Nelson, Brian Ulicny, Kristina Lerman, Linda Rudell-Betts <\/div>\n \n
\n Proceedings of the 19th annual international ACM SIGIR conference on \u2026<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Different convection dynamics in mixtures with the same separation ratio <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Guenter Ahlers, David S Cannell <\/div>\n \n
\n Physical Review E 53 (3), R2041<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n

1995<\/h2>\n \n
\n

\n \n Pattern formation in binary-fluid mixtures in cylindrical geometry <\/a>\n <\/h3>\n\n
\n Kristina Lerman <\/div>\n \n
\n University of California, Santa Barbara<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1993<\/h2>\n \n
\n

\n \n Transient localized states in 2d binary liquid convection <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Eberhard Bodenschatz, David S Cannell, Guenter Ahlers <\/div>\n \n
\n Physical review letters 70 (23), 3572<\/i>, 1993\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1992<\/h2>\n \n
\n

\n \n Experiments on three systems with non-variational aspects <\/a>\n <\/h3>\n\n
\n Eberhard Bodenschatz, David S Cannell, John R de Bruyn, Robert Ecke, Yu-Chou Hu, Kristina Lerman, Guenter Ahlers <\/div>\n \n
\n Physica D: Nonlinear Phenomena 61 (1-4), 77-93<\/i>, 1992\n\n <\/div>\n\n <\/div>\n\n \n <\/div>\n\n \n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":421,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-55","page","type-page","status-publish","hentry"],"yoast_head":"\nPublications - Kristina Lerman, Ph.D.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.isi.edu\/people-lerman\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - Kristina Lerman, Ph.D.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.isi.edu\/people-lerman\/publications\/\" \/>\n<meta property=\"og:site_name\" content=\"Kristina Lerman, Ph.D.\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-13T17:47:07+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.isi.edu\/people-lerman\/publications\/\",\"url\":\"https:\/\/www.isi.edu\/people-lerman\/publications\/\",\"name\":\"Publications - Kristina Lerman, Ph.D.\",\"isPartOf\":{\"@id\":\"https:\/\/www.isi.edu\/people-lerman\/#website\"},\"datePublished\":\"2022-12-07T22:08:52+00:00\",\"dateModified\":\"2025-06-13T17:47:07+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.isi.edu\/people-lerman\/publications\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.isi.edu\/people-lerman\/publications\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.isi.edu\/people-lerman\/publications\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.isi.edu\/people-lerman\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Publications\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.isi.edu\/people-lerman\/#website\",\"url\":\"https:\/\/www.isi.edu\/people-lerman\/\",\"name\":\"Kristina Lerman, Ph.D.\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.isi.edu\/people-lerman\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Publications - Kristina Lerman, Ph.D.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.isi.edu\/people-lerman\/publications\/","og_locale":"en_US","og_type":"article","og_title":"Publications - Kristina Lerman, Ph.D.","og_url":"https:\/\/www.isi.edu\/people-lerman\/publications\/","og_site_name":"Kristina Lerman, Ph.D.","article_modified_time":"2025-06-13T17:47:07+00:00","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.isi.edu\/people-lerman\/publications\/","url":"https:\/\/www.isi.edu\/people-lerman\/publications\/","name":"Publications - Kristina Lerman, Ph.D.","isPartOf":{"@id":"https:\/\/www.isi.edu\/people-lerman\/#website"},"datePublished":"2022-12-07T22:08:52+00:00","dateModified":"2025-06-13T17:47:07+00:00","breadcrumb":{"@id":"https:\/\/www.isi.edu\/people-lerman\/publications\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.isi.edu\/people-lerman\/publications\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.isi.edu\/people-lerman\/publications\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.isi.edu\/people-lerman\/"},{"@type":"ListItem","position":2,"name":"Publications"}]},{"@type":"WebSite","@id":"https:\/\/www.isi.edu\/people-lerman\/#website","url":"https:\/\/www.isi.edu\/people-lerman\/","name":"Kristina Lerman, Ph.D.","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.isi.edu\/people-lerman\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/pages\/55","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/users\/421"}],"replies":[{"embeddable":true,"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/comments?post=55"}],"version-history":[{"count":0,"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/pages\/55\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.isi.edu\/people-lerman\/wp-json\/wp\/v2\/media?parent=55"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}