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#semantic-web News & Analysis

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

2 articles
AINeutralarXiv – CS AI · 10h ago6/10
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Autonomous FAIR Digital Objects: From Passive Assertions to Active Knowledge

Researchers introduce Autonomous FAIR Digital Objects (aFDOs), a framework that transforms static scientific data into self-governing entities capable of validating evidence, resolving contradictions, and updating confidence independently. The system combines semantic web standards with Byzantine-fault-tolerant consensus mechanisms to enable scientific knowledge to persist and evolve beyond institutional stewardship.

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AINeutralarXiv – CS AI · Mar 34/104
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Incremental, inconsistency-resilient reasoning over Description Logic Abox streams

Researchers propose new methods for real-time reasoning over streaming data using Description Logic, addressing challenges of high-velocity data processing and inconsistency handling. The work introduces incremental algorithms for maintaining data materialization over sliding windows, with applications in OWL2 RL reasoning systems.