ATWL: A formal language for modeling visual analytics workflows
In brief
- ATWL formalizes visual analytics workflows into typed artifacts and transformations.
- A library of 54 workflows was built to validate the language.
- LLMs can design workflows with ATWL but require syntax improvements.
ATWL is a declarative language designed to represent, compare, and reuse visual analytics workflows. It structures processes into typed artifacts and transformations with analytical intents. A preliminary study of 54 workflows extracted from publications reveals patterns in their organization.
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