Under artificial intelligence services, Knowledge Representation translates the information from the real world for a machine to understand and then use this knowledge to solve complex problems like communicating with a human. It is not just about storing the data, it also allows a machine to learn from the knowledge and behave like a human.
There are different kinds of knowledge that used to represent the knowledge in AI are Objects, Events, Performance, Facts, and Knowledge-base.
The Relation between Knowledge & Intelligence:- In the real world, knowledge plays an important role in intelligence as well as creating AI. It demonstrates the intelligent behavior in AI machines. It is possible for a machine to act accurately on some input only when it has the knowledge or experience about the input. However, cloud machine learning solutions rely on historical data to drive actionable insights and value from the given system.