![]() Procedural knowledge depends on the task on which it can be applied.It includes rules, strategies, procedures, agendas, etc.It can be directly applied to any task.Procedural knowledge is a type of knowledge which is responsible for knowing how to do something.It is also known as imperative knowledge.It is simpler than procedural language.It is also called descriptive knowledge and expressed in declarativesentences.It includes concepts, facts, and objects.Declarative knowledge is to know about something.Following are the types of knowledge in artificial intelligence: Types of knowledgeįollowing are the various types of knowledge: Knowledge: Knowledge is awareness or familiarity gained by experiences of facts, data, and situations. The Knowledgebase is a group of the Sentences (Here, sentences are used as a technical term and not identical with the English language). Knowledge-Base: The central component of the knowledge-based agents is the knowledge base.Facts: Facts are the truths about the real world and what we represent.Meta-knowledge: It is knowledge about what we know.Performance: It describe behavior which involves knowledge about how to do things.Events: Events are the actions which occur in our world.E.g., Guitars contains strings, trumpets are brass instruments. Object: All the facts about objects in our world domain.Knowledge representation is not just storing data into some database, but it also enables an intelligent machine to learn from that knowledge and experiences so that it can behave intelligently like a human.įollowing are the kind of knowledge which needs to be represented in AI systems: It is also a way which describes how we can represent knowledge in artificial intelligence.It is responsible for representing information about the real world so that a computer can understand and can utilize this knowledge to solve the complex real world problems such as diagnosis a medical condition or communicating with humans in natural language.Knowledge representation and reasoning (KR, KRR) is the part of Artificial intelligence which concerned with AI agents thinking and how thinking contributes to intelligent behavior of agents.Hence we can describe Knowledge representation as following: But how machines do all these things comes under knowledge representation and reasoning. Human knows things, which is knowledge and as per their knowledge they perform various actions in the real world. Humans are best at understanding, reasoning, and interpreting knowledge. Next → ← prev What is knowledge representation?
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