AI · Theory

Knowledge Representation Techniques

Theory

30/215

Knowledge Representation Techniques

Techniques: propositional logic (true/false sentences), FOL (objects + relations), semantic networks (nodes/edges), frames (slots), production rules (if–then), ontologies (shared vocabulary). Each trades expressiveness vs speed.

Viva: name four techniques and one use. Rules for a loan expert system. FOL for family relations. Nets for “is-a” taxonomies.

Output — idea / do / check for Knowledge Representation Techniques. Fill those three in the viva.

Exam tip

Four techniques + one use each.

Example

# Knowledge Representation Techniques
print("idea :", "Knowledge Representation Techniques")
print("do   : one tiny example on paper")
print("check: one failure case")

Output: idea / do / check for Knowledge Representation Techniques. Fill those three in the viva.

Short notes

DefPL, FOL, nets, frames, rules.
RuleExpressiveness vs speed.

AI · Theory

Knowledge Representation Techniques

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Theory

30/215

Knowledge Representation Techniques

Viva: name four techniques and one use. Rules for a loan expert system. FOL for family relations. Nets for “is-a” taxonomies.

Output — idea / do / check for Knowledge Representation Techniques. Fill those three in the viva.

Exam tip

Four techniques + one use each.

Example

# Knowledge Representation Techniques
print("idea :", "Knowledge Representation Techniques")
print("do   : one tiny example on paper")
print("check: one failure case")

Output: idea / do / check for Knowledge Representation Techniques. Fill those three in the viva.

Short notes

DefPL, FOL, nets, frames, rules.
RuleExpressiveness vs speed.

Knowledge Representation Techniques

Example

Short notes

Questions

Knowledge Representation Techniques

Example

Short notes

Questions