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- W3138162398 abstract "In this paper, we present a series of experiments we conducted over the summer of 2020 with the FDR Morgenthau Holocaust Collections at the FDR Presidential Library and Museum, in order to unlock hard-to-reach information in the collections and improve access to the public and researchers. We extract detailed Subject Index metadata from Table of Contents images towards creating better finding aids. We demonstrate how digital curation of archival collections are a necessary preparation step for use with supervised Machine Learning algorithms. Finally, we introduce the notion of historical contextualization of Machine Learning models in order to create culturally-aware training models." @default.
- W3138162398 created "2021-03-29" @default.
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- W3138162398 date "2020-12-10" @default.
- W3138162398 modified "2023-09-23" @default.
- W3138162398 title "Digital Curation and Machine Learning Experimentation in Archives" @default.
- W3138162398 doi "https://doi.org/10.1109/bigdata50022.2020.9377788" @default.
- W3138162398 hasPublicationYear "2020" @default.
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