Editors’ Summary: In this post, Zach Butler highlights features of Marimo Notebooks, and demonstrates how Marimo is an improvement over Jupyter Notebooks. He points out how difficult Jupyter notebooks are to track by git, making version control and collaboration difficult. Unlike Jupyter notebooks, Marimo notebooks are actual Python files. The interface of the notebook opens […]
Editors’ Summary: This post uses data visualizations to analyze the way that musical motifs are used by musicals to further the storytelling. For the purpose of the study, the author defines motifs as melodic motifs that are sung. She demonstrates how musicals rely on motifs to create structure and meaning , especially when there is […]
Editors’ Summary: This paper uses geocoding to study 19th century Russian literature. The authors extracted location data using NER to quantitatively measure the literary “transition from romanticism to realism.” This paper is a helpful reference for readers who want to combine quantitative methods with historical periodization. See full post.
Editors’ Summary: Rhea Shukla’s work combines graphic design seamlessly into data processing and visualization. This project reminds us about visual accessibility: information needs to be made easy for members of the public (and not just for academics) to grasp and understand. This is where skills in graphic design, UI/UX development, and user research come into […]
Editors’ Summary: This piece provides a detailed report on using AI to transcribe manuscripts and the development of standards for transcription of medieval manuscripts. The research team began by creating a uniform database of over 300 medieval manuscripts across many languages. The standardization of this database allowed the corpus to be used to train an […]
Editors’ Summary: In this paper, the authors challenge the field of Digital Humanities’ current reliance on environmentally damaging digital infrastructures. They call for a fundamental transformation of the field through the adoption of an ethics of ecological care. This paper critiques DH’s complicity in extractive practices and digital techno-solutionism, and proposes a potential solution. Their […]
Editors’ Summary: In this post, Douglas A. Boyd introduces an open-source tool for comparing the accuracy of machine-generated transcriptions to determine which is best suited for your project. His tool, the Transcript Accuracy Auditor, compares a machine‑generated transcript to a human‑corrected reference of the same interview and provides a score for WIP (Word Information Preserved) […]
Editors’ Summary: Tiziana Pascuito’s “From Rigid Taxonomies to Networks of Relationships” uses a case study of Arabic manuscripts to highlight the utility of the CIDOC Conceptual Reference Model, a cultural heritage ontology that allows for dynamic networks. The author demonstrates how traditional approaches classify documents into separate compartments, such as “Astronomy.” Using an ontology based […]
In this paper, we investigate the applicability of linguistic stylometry methods to authorship attribution in music. We compare the use of delta methods involving the the analysis of token frequencies with static embeddings generated by distributional semantic models (Word2Vec and Doc2Vec) for the stylometry analysis of music using a symbolic representation. For this purpose, a […]
Disha suggests using formatting as a screening tool only serves as a barrier to wider participation in academic publishing. Formatting rules for academic journals have been a pain point for academics for decades [Note. a discussion and potential solution for these issues raised on this blog in 2017]. A 2019 study also found that researchers […]
