Switch to: References

Add citations

You must login to add citations.
  1. Predicting ethnicity with first names in online social media networks.Niek C. de Schipper & Bas Hofstra - 2018 - Big Data and Society 5 (1).
    Social scientists increasingly use social media data to illuminate long-standing substantive questions in social science research. However, a key challenge of analyzing such data is their lower level of individual detail compared to highly detailed survey data. This limits the scope of substantive questions that can be addressed with these data. In this study, we provide a method to upgrade individual detail in terms of ethnicity in data gathered from social media via the use of register data. Our research aim (...)
    Download  
     
    Export citation  
     
    Bookmark  
  • Loops, ladders and links: the recursivity of social and machine learning.Marion Fourcade & Fleur Johns - 2020 - Theory and Society 49 (5):803-832.
    Machine learning algorithms reshape how people communicate, exchange, and associate; how institutions sort them and slot them into social positions; and how they experience life, down to the most ordinary and intimate aspects. In this article, we draw on examples from the field of social media to review the commonalities, interactions, and contradictions between the dispositions of people and those of machines as they learn from and make sense of each other.
    Download  
     
    Export citation  
     
    Bookmark   6 citations  
  • Five reasons for the use of network analysis in the history of economics.Herfeld Catherine & Malte Doehne - 2018 - Journal of Economic Methodology 25 (4):311-328.
    Network analysis is increasingly appreciated as a methodology in the social sciences. In recent years, it is also receiving attention among historians of science. History of economics is no exception in that researchers have begun to use network analysis to study a variety of topics, including collaborations and interactions in scientific communities, the spread of economic theories within and across fields, or the formation of new specialties in the discipline of economics. Against this backdrop, a debate is emerging about how (...)
    Download  
     
    Export citation  
     
    Bookmark   4 citations