AI-102 Question 170
Single answerYou are building a customer feedback analysis solution using Azure AI Language. The goal is to extract key phrases, determine sentiment, and identify named entities from collected customer reviews. Which Azure AI Language feature should you use to achieve this?
- A
Sentiment Analysis
- B
Entity Recognition
- C
Key Phrase Extraction
- D
Analyze Text
Show answer and explanation
Correct answer: D
Explanation
The 'Analyze Text' feature in Azure AI Language is designed to perform multiple tasks, including sentiment analysis, key phrase extraction, and entity recognition, in a single operation. This makes it the correct choice for scenarios where you need to perform several text analysis tasks simultaneously.
- A. Incorrect.
Sentiment Analysis focuses only on determining the sentiment (positive, negative, neutral) of the text. It does not extract entities or key phrases.
- B. Incorrect.
Entity Recognition identifies specific entities such as names, dates, or locations, but it does not provide sentiment analysis or key phrase extraction.
- C. Incorrect.
Key Phrase Extraction identifies important phrases in the text but does not handle sentiment analysis or entity recognition.
- D. Correct.
Analyze Text is a combined feature in Azure AI Language that integrates multiple functionalities such as sentiment analysis, key phrase extraction, and entity recognition, making it suitable for this scenario.