Ivan Smirnov
Habilitand am Lehrstuhl für Data Science in den Wirtschafts- und Sozialwissenschaften
Forschungsschwerpunkte
- Computational social science
- Inequality, bias, and differentiation
- Sociology of education
- Psychological well-being and mental health
- Natural language processing
Lebenslauf
| Seit 2022 | Universität Mannheim, Research fellow, Chair of Data Science in the Economic and Social Sciences |
| 2020–2022 | RWTH Aachen, Research fellow, Chair for Computational Social Sciences and Humanities |
| 2018–2020 | HSE University, Group leader, Computational Social Science Group |
| 2018 | HSE University, PhD Education |
| 2014 | University of Paris, MSc. Interdisciplinary Approaches to Life Science |
| 2009 | Saint-Petersburg State University, MSc. Applied Mathematics and Computer Science |
Ausgewählte Publikationen
- Smirnov, I., Lemmerich, F. und Strohmaier, M. (2021). Quota-based debiasing can decrease representation of the most under-represented groups. Royal Society Open Science, 8, 1–5.
- Sivak, E. und Smirnov, I. (2020). Measuring adolescents’ well-being: Correspondence of naïve digital traces to survey data. In Social Informatics : 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, proceedings (S. 352–363). Berlin [u.a.]: Springer.
- Smirnov, I. (2020). Estimating educational outcomes from students’ short texts on social media. EPJ Data Science, 9, 1–11.