Locally hosted conversational process mining for production data via graph-based retrieval-augmented generation (GraphRAG)

A secure, on-premises conversational process mining chatbot that enables manufacturing companies to analyze production event logs with natural language queries is presented in this paper. The system adopts a graph-based retrieval-augmented generation (GraphRAG) approach to process mining: PM4Py disc...

Full description

Bibliographic Details

Main Authors:	Shunfann, Wu, Cheng, Yee Low, Jingye, Yee, Stache, Nicolaj C., Schmieg, Tobias, Manurung, Yupiter H. P.
Format:	Article
Language:	en
Published:	UiTM Press 2025
Subjects:	Database management Operations research. Systems analysis
Online Access:	https://ir.uitm.edu.my/id/eprint/126913/3/126913.pdf https://ir.uitm.edu.my/id/eprint/126913/ https://jmeche.uitm.edu.my/
Tags:	Add Tag No Tags, Be the first to tag this record!