Lerman, Kristina

A Survey on Bias and Fairness in Machine Learning

Mehrabi, N., Morstatter, F., Saxena, N., Lerman, K., & Galstyan, A. (2019) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 5,812

A Survey on Bias and Fairness in Machine Learning

Mehrabi, N., Morstatter, F., Saxena, N., Lerman, K., & Galstyan, A. (2022) · ACM Computing Surveys

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 5,812

Information contagion: an empirical study of the spread of news on digg and twitter social networks

Lerman, K., & Ghosh, R. (2010) · Proceedings of the International AAAI Conference on Web and Social Media

Complex Network Analysis TechniquesMisinformation and Its Impacts

Cited by 813

The “majority illusion” in social networks

Lerman, K., Yan, X., & Wu, X.-Z. (2016) · PLOS ONE

Complex Network Analysis TechniquesOpinion Dynamics and Social Influence

Cited by 669

How Visibility and Divided Attention Constrain Social Contagion

Hodas, N. O., & Lerman, K. (2012) · 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing

Complex Network Analysis TechniquesMisinformation and Its Impacts

Cited by 136

Who Falls for Online Political Manipulation?

Badawy, A., Lerman, K., & Ferrara, E. (2019) · Companion Proceedings of The 2019 World Wide Web Conference

Misinformation and Its ImpactsSpam and Phishing Detection

Cited by 105

Leveraging position bias to improve peer recommendation

Lerman, K., & Hogg, T. (2014) · PLoS ONE

Recommender Systems and TechniquesMobile Crowdsensing and Crowdsourcing

Cited by 96

Auditing Algorithmic Bias on Twitter

Bartley, N., Abeliuk, A., Ferrara, E., & Lerman, K. (2021) · 13th ACM Web Science Conference 2021

Ethics and Social Impacts of AIMisinformation and Its Impacts

Cited by 62

Attention Inequality in Social Media

Zhu, L., & Lerman, K. (2016) · arXiv

Complex Network Analysis TechniquesComplex Systems and Time Series Analysis

Cited by 13

The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

Chochlakis, G., Potamianos, A., Lerman, K., & Narayanan, S. (2024) · arXiv

Sentiment Analysis and Opinion MiningTopic Modeling

Cited by 5

Evaluating Content Exposure Bias in Social Networks

Bartley, N., Burghardt, K., & Lerman, K. (2023) · Proceedings of the International Conference on Advances in Social Networks Analysis and Mining

Recommender Systems and TechniquesComplex Network Analysis Techniques

Cited by 4