AI-103 Text Analysis Practice Question
You are implementing opinion mining as part of sentiment analysis in Azure AI Language. An incoming review states, 'The room was spacious, but the staff was rude.' What does opinion mining return for this sentence?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Aspect targets ('room', 'staff') along with their corresponding evaluations ('spacious', 'rude') and individual sentiments.
Opinion mining targets specific aspects (e.g., 'room', 'staff') and associates a separate sentiment and assessment (e.g., 'spacious' is positive, 'rude' is negative) for each aspect.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
A binary classification indicating whether the review is spam or genuine.
Why it's wrong here
Spam detection is not a function of opinion mining.
- ✗
A single neutral sentiment score for the entire document.
Why it's wrong here
Opinion mining goes beyond document-level sentiment to extract aspect-level targets and assessments.
- ✗
A translated version of the review in English.
Why it's wrong here
Translation is handled by Azure AI Translator, not opinion mining.
- ✓
Aspect targets ('room', 'staff') along with their corresponding evaluations ('spacious', 'rude') and individual sentiments.
Why this is correct
Opinion mining provides granular aspect-based sentiment analysis, linking targets to assessments.
About these practice questions
One of 510 original AI-103 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-103 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-103 exam.