Pick Up State of the Arts Knowledge Representation and Reasoning in Scaling New Paradigm ! Let's Your Ambition Rock !!
Abstract Knowledge representation and reasoning (KRR) is a field of artificial intelligence (AI) that focuses on how to represent information in a way that computers can use to solve problems. KRR is important because it allows AI programs to make deductions and answer questions intelligently, similar to how humans do. Here are some key aspects of KRR: Representation KRR uses techniques like ontologies and knowledge graphs to represent information in a way that computers can understand. These techniques allow for the representation of relationships and hierarchies within the data. Reasoning KRR uses reasoning engines to perform logical operations on the represented knowledge to derive new information. This includes drawing conclusions, making inferences, and solving problems. Applications KRR can be used for a variety of applications, such as path planning, diagnosing medical conditions, and having natural language dialogs. Incorporation of other fields KRR incorpora