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Unveiling the Critical Nexus of Data Preprocessing and Transparent Documentation for Result Quality and Reproducibility in Digital History

作者Clodomir Santana, Tadeusz Manteuffel Institute of History, Polish Academy of Sciences, Poland and University of California, Davis, USA · Demival Vasques Filho, Centre for Contemporary and Digital History, University of Luxembourg, Luxembourg · Michał Bojanowski, Department of Quantitative Methods and Information Technology, Kozminski University, Poland and Department of Anthropology, Autonomous University of Barcelona, Spain · Agata Błoch, Tadeusz Manteuffel Institute of History, Polish Academy of Sciences, Poland

2025年10月31日 08:00

The study presents promising outcomes with proper preprocessing, model selection, and parameterisation. Our findings encourage further exploration and refinement of the methodology employed.

2 - DHQ（Digital Humanities Quarterly）

Unveiling the Critical Nexus of Data Preprocessing and Transparent Documentation for Result Quality and Reproducibility in Digital History

2025年7月24日 08:00

The study presents promising outcomes with proper preprocessing, model selection, and parameterisation. Our findings encourage further exploration and refinement of the methodology employed.