Milana: Bridging process mining and visual analytics through task classification
Type
conference contribution
Date Issued
2025
Author(s)
Abstract
Process mining is a powerful approach for analyzing event data, benefiting greatly from human-in-the-loop methods due to its reliance on human interpretation and decision-making. However, current tools do not fully exploit the potential of integrating process mining with interactive visual support. To address this gap, we adopt a design science research approach to systematically connect task concepts from both domains. As a result, we introduce Milana, a method that links process mining tasks, expressed as analysis questions, to established visual analytics requirements. Milana fosters a shared vocabulary, improves communication between the communities, and offers practical guidance for designing effective visualizations tailored to process mining.
Keywords
process mining
visual analytics
analysis tasks
visualization design
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Name
Manuscript_Vipra.pdf
Size
3.42 MB
Format
Adobe PDF
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