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Scholarly networks traced back 900 years using Fields Medalists

By PulseAugur Editorial · [1 sources] ·

Researchers have developed a method to reconstruct scholarly mentor-student networks spanning approximately nine centuries, utilizing data from Wikidata that aggregates the Mathematics Genealogy Project and the MacTutor Archive. This analysis yielded a directed acyclic graph of 372,853 individuals, with a backward traversal from the 64 Fields Medalists revealing millions of distinct paths across 57 generations. The study observed a significant concentration of genealogical traffic through Leibniz, a reorganization of predicate dimensions around him, and a convergence of many lineages on specific medieval Islamic and Byzantine scholars. AI

IMPACT This research demonstrates novel applications of graph analysis and data aggregation techniques, potentially influencing how AI models are used to understand complex historical and scientific relationships.

RANK_REASON Academic paper detailing a new methodology for historical network analysis. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.NE (Neural & Evolutionary) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Scholarly networks traced back 900 years using Fields Medalists

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Academic paper detailing a new methodology for historical network analysis. [lever_c_demoted from research: ic=1 ai=0.4]
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COVERAGE [1]

  1. arXiv cs.NE (Neural & Evolutionary) TIER_1 English(EN) · Yoichi Sato ·

    Computational Prosopography across a Millennium: Mathematically Oriented Lineages Traced from the Fields Medalists

    We reconstruct the mentor--student network through which documented scholarly training passed across roughly nine centuries, and subject both the network and the means of reconstructing it to source criticism. From Wikidata, which aggregates the Mathematics Genealogy Project and …

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