Lecture 1 Flashcards
What is knowledge
Knowledge is a theoretical or practical understanding of a subject or a domain
Who are the experts and what should they have?
Those who possess knowledge are called experts.
Deep knowledge
Strong practical experience
What is procedural knowledge?
“how to”
Knowledge about how to perform some task
What is declarative knowledge?
“what is”
What is an expert system
Expert systems are software packages designed to assist humans in situations in which an expert in a specific area is required.
What are the major tasks of expert systems
obtain the required knowledge from an expert.
express knowledge as a collection of rules in the form of logical implications (knowledge base).
extract conclusions (reasoning)
Define knowledge base?
A set of rules describing knowledge of a specific domain. Rules can have multiple antecedents joined by keywords AND (conjunction), OR (disjunction) or a combination of both.
define Inference engine?
carries out the reasoning whereby the expert system reaches a solution. It links the rules given in the knowledge base with the facts provided in the database.
define reasoning?
a mechanism for selecting the relevant facts and extracting conclusions from them in a logical way.
Example: Given that the rule ‘If A then B’ and the fact A are both in the knowledge base, then the fact B can be concluded