Matti Nelimarkka

University of Helsinki — Finland

Social Sciences · Social Sciences

17h-index816citations91works0.42yr avg
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Research Topics

Social Media and Politics(23), Impact of Technology on Adolescents(11), Media Studies and Communication(8), Computational and Text Analysis Methods(8), Research in Social Sciences(7)

Publications91 total

The emergence of computational social science: Intellectual integration or persistent fragmentation?
Quantitative Science Studies·2026Open Access
Unsupervised methods for image clustering do not yet replace social scientists’ gaze
2026
The emergence of computational social science: Intellectual integration or persistent fragmentation?
2025
Predicting Later-Life Self-Rated Health from Childhood Living Conditions Using Machine Learning Approach
2025Open Access
Affordances and Design Principles of The Political Left and Right
Proceedings of the ACM on Human-Computer Interaction·2025Open Access
Childhood living conditions as predictors of self-rated health status in middle-aged and older adults: Evidence from a machine learning analysis in 27 high-income countries
2025Open Access
Nordic Perspectives on Algorithmic Systems: Cards as a Playful Intervention into the Crisis of Imagination
2025Open Access
Ideal Online Discussant and Audience: Understanding Political Social Media through Roles and Rules
2025Open Access
Heterogeneous associations between early-life religious upbringing and late-life health: Evidence from a machine learning approach
Social Science & Medicine·2025· 2 citedOpen Access
The Trojan Strategy: Uncovering Covert Russian Propaganda on Telegram in the Russo-Ukrainian War
2025Open Access
Generative AI and News Consumption: Design Fictions and Critical Analysis
2025· 1 citedOpen Access
Understanding "Mutes" in Social Virtual Reality
2025· 2 citedOpen Access
MarxistLLM: Fine-tuning a language model with a Marxist worldview
2025Open Access
What Do We Study When Studying Politics and Democracy? A Semantic Analysis of How Politics and Democracy Are Used in SIGCHI Conference Papers
International Journal of Human-Computer Interaction·2024· 1 citedOpen Access
Affordances and Design Principles of The Political Left and Right
arXiv (Cornell University)·2024Open Access
Nordic Perspectives on Algorithmic Systems Card Box
interactions·2024Open Access
MarxistLLM: Fine-tuning a language model with a Marxist worldview
2024Open Access
What do we study when studying politics and democracy? A semantic analysis of how politics and democracy are treated in SIGCHI conference papers
arXiv (Cornell University)·2024Open Access
What do we study when studying politics anddemocracy?A thematic analysis of how politics and democracy aretreated in SIGCHI conference papers
Research Square (Research Square)·2024· 1 citedOpen Access
The emergence of computational social science: Intellectual integration or persistent fragmentation?
2024· 1 citedOpen Access
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Frequent Co-authors

Giulio Jacucci(12), Kai Kuikkaniemi(10), Salla-Maaria Laaksonen(8), Jouni Ojala(5), Kaarina Nikunen(4), Mari Tuokko(4), Antti Salovaara(4), Bryan Semaan(3), Jenni Hokka(3), Juho Pääkkönen(3), Mari Marttila(3), Arto Kekkonen(3), Vilma Lehtinen(3), Max Vilkki(3), Teemu Leinonen(2), Eva Durall(2), Jesse Haapoja(2), Reeta Pöyhtäri(2), Mervi Pantti(2), Victoria Palacin(2)