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Process mining between the lines: Extracting object-centric event logs from textual data
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DOI：10.1016/j.is.2026.102713.png)
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Abstract
En 中文
• Proposes an approach to extract object-centric event logs from textual descriptions. • Develops the approach using the Design Science Research methodology. • Implements the approach using heuristic NLP and generative AI techniques. • Evaluates the approach on synthetic and naturalistic textual descriptions. • Confirms the approach’s practical utility on fire status updates and a legal judgment.
Keywords:
Process mining
Object-centric event logs
Natural language processing
Large language models
Generative artificial intelligence
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