Abstracting Cross-Domain Action Sequences into Interpretable Workflows

In three linesWorkflowView uses LLMs to abstract low-level action sequences into high-level interpretable activities. Tested across three domains (browser logs, MOOC dropout prediction, Word workflows), the framework achieves semantic similarity μ_sim=0.91 and weighted F1=0.90 in few-shot settings, demonstrating cross-domain robustness and computational efficiency.

Summary generated by Claude — human-verified