mlsanityData to 14 Oct 2026

Organic Visualization of Document Evolution

arXiv 1712.06179 ↗First posted 17 Dec 2017cs.HCcited by 1

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Abstract (arXiv)

Recent availability of data of writing processes at keystroke-granularity has enabled research on the evolution of document writing. A natural step is to develop systems that can actually show this data and make it understandable. Here we propose a data structure that captures a document's fine-grained history and an organic visualization that serves as an interface to it. We evaluate a proof-of-concept implementation of the system through a pilot study with documents written by students at a public university. Our results are promising and reveal facets such as general strategies adopted, local edition density and hierarchical structure of the final text.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 17 Dec 2017.

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