Orchestrating Cultural Heritage: Exploring the Automated Analysis and Organization of Charles S. Peirce's PAP Manuscript

A four-page HT '23 short paper describing a pipeline (IIIF download, Transkribus OCR/HTR, spaCy and REBEL analysis, TF-IDF plus UMAP clustering with cartographic word-cloud visualization) applied to the 115 pages of Charles S. Peirce's PAP manuscript as a pilot for automatically reorganizing his 100

Davide Picca (Université de Lausanne, Lausanne, Vaud, Switzerland), Antonin Schnyder (Université de Lausanne, Lausanne, Vaud, Switzerland), Eri Kostina (Boston University, Boston, Massachusetts, United States), Alessandro Adamou (Bibliotheca Hertziana - Max Planck Institute for Art History, Rome, Italy), Dario Rodighiero (University of Groningen, Groningen, the Netherlands), Jeffrey Schnapp (Harvard University, Cambridge, Massachusetts, United States)

4 September 2023

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