Mapping Seven Decades of Philosophy in Colombia: Dynamic Topic Modelling of Ideas y Valores

Abstract:Data-driven approaches to philosophy have emerged as a valuable tool for studying the history of the discipline. However, most studies in this area have focused on a limited number of journals from specific regions and subfields. We expand the scope of this research by applying dynamic topic modelling techniques to explore the history of philosophy in Colombia and Latin America. Our study examines the Colombian philosophy journal Ideas y Valores, founded in 1951 and currently one of the most influential academic philosophy journals in the region. By analyzing the evolution of topics across the journal's history, we identify various trends and specific dynamics in philosophical discourse within the Colombian and Latin American context. Our findings reveal that the most prominent topics are value theory (including ethics, political philosophy, and aesthetics), epistemology, and the philosophy of science. We also trace the evolution of articles focused on interpreting a specific philosopher's work rather than proposing new positions, and we note a salient emphasis on German philosophers such as Kant, Husserl, and Hegel across various topics throughout the journal's lifetime. Given the journal's founding aspiration towards more original, propositional philosophy, we investigate whether exegetical topics became comparatively less prominent over time. Our analysis suggests no significant decline in such topics. Finally, we propose ideas for extending this research to other Latin American journals and suggest improvements for natural language processing workflows in non-English languages.

Machine Learning (cs.LG); Computation and Language (cs.CL); Digital Libraries (cs.DL)

arXiv:2412.04236 [cs.LG]

(or arXiv:2412.04236v2 [cs.LG] for this version)

https://doi.org/10.48550/arXiv.2412.04236 Focus to learn more arXiv-issued DOI via DataCite

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