This page contains information about our SLOGERT (Semantic LOG ExtRaction Templating) approach. SLOGERT aims to automatically extract and enrich low-level log data into an RDF Knowledge Graph that conforms to our LOG Ontology. It integrates

  • LOGPAI for event pattern detection and parameter extractions from log lines
  • Stanford NLP for parameter type detection and keyword extraction, and
  • OTTR Engine for RDF generation.
  • Apache Jena for RDF data manipulation.

Currently, we have tested our approach on text-based logs produced by Unix OSs, in particular:

  • Apache,
  • Kernel,
  • Syslog,
  • Auth, and
  • FTP logs.

Links to Resources