Tag: Information extraction
Ontology-guided LLMs extract cybersecurity knowledge graphs from logs
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What the study found OntoLogX, an autonomous AI agent, can transform raw cybersecurity logs into ontology-grounded knowledge graphs and link log evidence to MITRE ATT&CK tactics, a framework for classifying adversary tactics and techniques. The abstract says the system produced syntactically and semantically valid knowledge graphs and supported higher-level analysis of adversarial activity. Why the…
LLM database tracks battery critical minerals supply chains
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AI-driven database automatically extracts supply chain relationships from multilingual news sources, processing 200,000+ reports to map 5,000+ companies in battery mineral production.
Topic modelling revealed known and potential canine disease phenotypes
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in Data scienceMachine learning analysis of one million canine electronic health records identifies disease phenotypes, breed predispositions, and emerging health patterns using unsupervised topic modeling.
Social media mining can support disaster response
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in Data scienceResearch methodology integrating NLP, machine learning, and visual analytics to extract actionable information from social media during environmental disasters.
