Who is recognized as the 'Father of Artificial Intelligence' and coined the term 'Artificial Intelligence' at the Dartmouth Conference in 1956?
John McCarthy coined the term 'Artificial Intelligence' in 1955 and organized the 1956 Dartmouth Conference, which established AI as an academic discipline.
What is the primary role of 'Knowledge Representation' in Artificial Intelligence?
Knowledge representation structures real-world entities, rules, and relationships into formal logical systems so an AI agent can perform automated deduction and inference.
Which learning paradigm is characterized by training an algorithm on a dataset containing both feature inputs and corresponding ground-truth target labels?
Supervised learning algorithms infer a mapping function from input variables (X) to labeled target outputs (Y) using labeled training data.
In Natural Language Processing (NLP), what is the primary role of 'Tokenization'?
Tokenization breaks raw continuous natural language text into discrete tokens (words, subwords, or characters) that serve as input symbols for further NLP stages.
Which foundational disciplines directly contribute to the theoretical foundations of Artificial Intelligence?
AI is interdisciplinary, drawing core principles from mathematics, neuroscience, linguistics, psychology, and computer engineering.