Knowledge Representation (KR)

Sub-bidang AI yang membahas cara merepresentasikan pengetahuan manusia dalam format yang dapat diproses komputer. Ontologi, semantic networks, logika predikat, frames.

KR mencakup: propositional logic, first-order logic, semantic networks (Quillian 1968), frames (Minsky 1974), production rules, description logics, OWL, knowledge graphs.

Also known as: KR, representasi pengetahuan
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Knowledge Representation

Definisi

Knowledge representation membahas cara mengodekan pengetahuan dalam format yang dapat digunakan komputer untuk penalaran.

Formalisme

  • Logika proposisional & first-order
  • Semantic networks (Quillian, 1968)
  • Frames (Minsky, 1974)
  • Production rules (IF-THEN)
  • Description logics, OWL
  • Knowledge graphs (Google Knowledge Graph, Wikidata)
  • Vector embeddings (knowledge graph embeddings)

Connected to

Not yet written

The following pages are referenced but don't exist yet — they'd make good future additions.

  • /concepts/expert-system

References

  1. Wikipedia

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