University · Artificial Intelligence · Foundations of Artificial Intelligence

Knowledge-Based Systems, Expert Systems, and Rule-Based Reasoning

4 Abschnitte

Architecture and components of knowledge-based systems, production rule systems, forward and backward chaining inference, the Rete algorithm, classic expert systems (MYCIN, DENDRAL, R1/XCON), limitations and the knowledge acquisition bottleneck, and the relationship to modern knowledge representation.

Inhaltsübersicht

  • Knowledge-Based Systems: Architecture and Knowledge Representation
  • Forward and Backward Chaining in Rule-Based Systems
  • The Rete Algorithm and Classic Expert Systems
  • Limitations, the Knowledge Acquisition Bottleneck, and Modern Successors
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