Implement knowledge mining and information extraction solutions →mediumMultiple ChoiceObjective-mapped
AI-102 Practice Question: Implement knowledge mining and information extraction solutions
You are designing a knowledge mining solution for a manufacturing company that needs to extract information from equipment maintenance manuals. The manuals are in multiple languages (English, French, German). You need to ensure that the extracted content is searchable in English only. Which approach should you use?
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
✓
Use the Text Translation skill to translate all content to English during indexing.
You can use the Text Translation skill to translate content to English during indexing, and then index only the translated text. Option A would not translate. Option B only detects language. Option D uses two skills unnecessarily.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Use the Entity Recognition skill to extract entities and then index entities only.
Why it's wrong here
Entity Recognition does not translate; it extracts named entities.
- ✗
Use the Language Detection skill to identify language and then index all content as-is.
Why it's wrong here
This would not translate content to English.
- ✓
Use the Text Translation skill to translate all content to English during indexing.
Why this is correct
Text Translation skill translates documents to a target language, enabling search in English only.
- ✗
Use the Key Phrase Extraction skill to extract key phrases and then index them.
Why it's wrong here
Key Phrase Extraction does not translate; it extracts phrases in the original language.
Go deeper
Related to this question
About these practice questions
Courseiva writes every AI-102 question from scratch — 945 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 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-102 exam.