Kıcıman, Emre

Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries

Olteanu, A., Castillo, C., Diaz, F., & Kıcıman, E. (2019) · Frontiers in Big Data

Ethics and Social Impacts of AIBig Data Technologies and Applications

Cited by 763

Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Kıcıman, E., Ness, R., Sharma, A., & Tan, C. (2023) · arXiv

Bayesian Modeling and Causal InferenceLogic, Reasoning, and Knowledge

Cited by 210

Measuring algorithmically infused societies

Wagner, C., Strohmaier, M., Olteanu, A., Kıcıman, E., Contractor, N., & Eliassi-Rad, T. (2021) · Nature

Ethics and Social Impacts of AIComputational and Text Analysis Methods

Cited by 144

Online and Social Media Data As an Imperfect Continuous Panel Survey

Diaz, F., Gamon, M., Hofman, J. M., Kıcıman, E., & Rothschild, D. (2016) · PLOS ONE

Social Media and PoliticsSentiment Analysis and Opinion Mining

Cited by 131

A Social Media Study on the Effects of Psychiatric Medication Use

Saha, K., Sugar, B., Torous, J., Abrahao, B., Kıcıman, E., & De Choudhury, M. (2019) · Proceedings of the International AAAI Conference on Web and Social Media

Mental Health via WritingSentiment Analysis and Opinion Mining

Cited by 96

Towards Decision Support and Goal Achievement: Identifying Action-Outcome Relationships From Social Media

Kıcıman, E., & Richardson, M. (2015) · Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Recommender Systems and TechniquesDecision Support System Applications

Cited by 23

Discussion graphs: putting social media analysis in context

Kıcıman, E., Counts, S., Gamon, M., De Choudhury, M., & Thiesson, B. (2014) · Proceedings of the International AAAI Conference on Web and Social Media

Human Mobility and Location-Based AnalysisComplex Network Analysis Techniques

Cited by 4

Walk the talk? Measuring the faithfulness of large language model explanations

Matton, K., Ness, R. O., Guttag, J., & Kıcıman, E. (2025) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 1