What Is This Thing Called Philosophy of Science ? A Computational Topic-Modeling Perspective, 1934–2015

Christophe Malaterre · Jean-François Chartier · Davide Pulizzotto

38 citations0/0 files storedHOPOS The Journal of the International Society for the History of Philosophy of Science

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Computational and Text Analysis Methods Philosophy and History of Science Philosophy, Science, and History

Abstract

What is philosophy of science? Numerous manuals, anthologies, and essays provide carefully reconstructed vantage points on the discipline that have been gained through expert and piecemeal historical analyses. In this article, we address the question from a complementary perspective: we target the content of one major journal in the field—Philosophy of Science—and apply unsupervised text-mining methods to its complete corpus, from its start in 1934 until 2015. By running topic-modeling algorithms over the full-text corpus, we identified 126 key research topics that span 82 years. We also tracked those topics’ evolution and fluctuating significance over time in the journal articles. Our results concur with and document known and lesser-known episodes in the philosophy of science, including the rise and fall of logic and language-related topics, the relative stability of a metaphysical and ontological questioning (space and time, causation, natural kinds, realism), the significance of epistemological issues about the nature of scientific knowledge, and the rise of a recent philosophy of biology and other trends. These analyses exemplify how computational text-mining methods can be used to provide an empirical large-scale and data-driven perspective on the history of philosophy of science that is complementary to other current historical approaches.

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References

2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding 2016Machine Translation: Mining Text for Social Theory 2015Topic modelling for qualitative studies 2013From Argument Diagrams to Argumentation Mining in Texts 2005How the Cold War Transformed Philosophy of Science: To the Icy Slopes of Logic 2003Logical Empiricism in North America 2015Neither logical empiricism nor vitalism, but organicism: what the philosophy of biology was 2018Individuals, institutions, and innovation in the debates of the French Revolution

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2021Philosophy in Science: Can Philosophers of Science Permeate through Science and Produce Scientific Knowledge?2021The visibility of philosophy of science in the sciences, 1980–2018 2020Humanistic interpretation and machine learning 2019Revisiting three decades of Biology and Philosophy: a computational topic-modeling perspective 2020Eight journals over eight decades: a computational topic-modeling approach to contemporary philosophy of science

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