Expert Systems Lecture 5: Inference Engine

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What does an inference engine represent?

The way to solve a particular problem

Which type of inference is data-driven?

Forward chaining

What is the first step in the forward chaining process?

Match the premise patterns of the rules against elements in the working memory

What is the main difference between forward and backward chaining?

Whether the process is data-driven or goal-driven

What happens when a terminating condition is reached in forward chaining?

The system stops

What is the purpose of the working memory in forward chaining?

To store the case-based facts and derived facts

What is the loan amount for a low-risk borrower?

4X annual income at a 10% interest rate

What is the credit score range for a medium-risk borrower?

600-750

What is the interest rate for a high-risk borrower?

16%

What is John's credit score?

780

What is the loan amount for John based on his credit score?

4X annual income

What conflict resolution strategy prefers more strongly stated production rules?

Conflict resolution by specificity

Explore the concepts of inference engines and their methods in expert systems. Learn about forward and backward chaining, and how they are used to solve problems.

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