Difficulty: Easy
Correct Answer: natural language processing
Explanation:
Introduction / Context:
Communication between humans and computers is a central goal of artificial intelligence. Systems that read, write, listen, and speak in natural languages such as English or Hindi fall under a specific AI subfield that addresses linguistic understanding and generation across text and speech modalities.
Given Data / Assumptions:
Concept / Approach:
Natural language processing (NLP) studies computational models of language to accomplish tasks such as parsing, semantic analysis, dialogue management, and response generation. While symbolic processing is a broad AI method, it is not specifically about language interaction. Decision support focuses on analytics and recommendations, and robotics emphasizes embodied agents, though each may use NLP components. The most direct and precise term for language-centered human-computer communication is NLP.
Step-by-Step Solution:
Verification / Alternative check:
Academic curricula and textbooks place speech recognition, machine translation, and conversational systems under the NLP banner, confirming the classification.
Why Other Options Are Wrong:
Common Pitfalls:
Equating any AI reasoning with language understanding; NLP specifically targets human language tasks.
Final Answer:
natural language processing
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