#data-provenance News & Analysis

2 articles tagged with #data-provenance. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · May 126/10

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From Historical Tabular Image to Knowledge Graphs: A Provenance-Aware Modular Pipeline

Researchers present a modular, provenance-aware pipeline that converts handwritten archival tables into Knowledge Graphs while maintaining transparency through intermediate inspection points. The approach combines table structure recognition, handwriting recognition, and semantic interpretation while tracking data lineage to ensure all extracted information remains traceable to its source, addressing the opacity problem in end-to-end AI systems.

AINeutralarXiv – CS AI · Apr 146/10

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Gypscie: A Cross-Platform AI Artifact Management System

Gypscie is a new cross-platform AI artifact management system that unifies the complexity of managing machine learning models across diverse infrastructure through a knowledge graph and rule-based query language. The system streamlines the entire AI model lifecycle—from data preparation through deployment and monitoring—while enabling explainability through provenance tracking.