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Machine Learning Modeling: A New Way to do Quantitative Research in Social Sciences in the Era of AI
3 references·2 citing·23 second hop
Machine Learning Modeling: A New Way to do Quantitative Research in Social Sciences in the Era of AI (2021)Machine Learning Modeling: A New Way to d…Social prediction: a new research paradigm based on machine learning (2021)Social prediction: a new rese…Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning (2017)Choosing Prediction Over Expl…Bringing Strong Ties Back in: Indirect Ties, Network Bridges, and Job Searches in China (1997)Bringing Strong Ties Back in:…Reconfiguring Inquiry: The Epistemic and Methodological Impacts of NLP in Higher Education Research (2026)Reconfiguring Inquiry: The Ep…Sosyal Bilimlerde Büyük Veri Analitiği, Yapay Zeka ve Makine Öğreniminin Kullanımı (2023)Sosyal Bilimlerde Büyük Veri …A power primer. (1992)A power primer. (1992)Estimating the reproducibility of psychological science (2015)Moving Forward: Challenges and Directions for Psychopathological Network Theory and Methodology (2017)Network analysis of multivariate data in psychological science (2021)Artificial intelligence and illusions of understanding in scientific research (2024)The Psychology of Interpersonal Relations. (1958)The Strength of Weak Ties (1973)Structural Holes: The Social Structure of Competition (1995)Networks and Economic life (2003)Network Diversity and Economic Development (2010)Organizational Social Network Research:Core Ideas and Key Debates (2010)Fact, Fiction, and Forecast. (1955)The Structure of Scientific Revolutions (1963)The Structure of Scientific Revolutions (1963)Social big data, sociología y ciencias sociales computacionales (2022)Editorial: Big data and machine learning in sociology (2023)Computational Social Science (2009)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Social Science Research: Principles, Methods and Practices (2019)The Image of Objectivity (1992)Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)
this work references cited by second hop

References

  • 2017Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning1,928 cited
  • 1997Bringing Strong Ties Back in: Indirect Ties, Network Bridges, and Job Searches in China1,263 cited
  • 2021Social prediction: a new research paradigm based on machine learning35 cited

Cited by

  • 2023Sosyal Bilimlerde Büyük Veri Analitiği, Yapay Zeka ve Makine Öğreniminin Kullanımı14 cited
  • 2026Reconfiguring Inquiry: The Epistemic and Methodological Impacts of NLP in Higher Education Research1 cited

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