An LLM-guided platform for multi-granular collection and management of data provenance

Abstract As machine learning and AI systems become more prevalent, understanding how their decisions are made is key to maintaining their trust. To solve this problem, it is widely accepted that fundamental support can be provided by the knowledge of how data are altered in the pre-processing phase,...

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Bibliographic Details
Main Authors: Luca Gregori, Pasquale Leonardo Lazzaro, Marialaura Lazzaro, Paolo Missier, Riccardo Torlone
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-025-01209-3
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