AI-900 Question 29
Single answerA company wants to build a system to extract insights from a large collection of scanned legal documents. The system should allow users to search the documents by keywords, identify key entities like dates and names, and provide a summary of the content in each document. Which workload is most suitable for this scenario?
- A
Knowledge mining
- B
Machine learning for predictive analytics
- C
Natural language processing for chatbot development
- D
Computer vision for object detection
Show answer and explanation
Correct answer: A
Explanation
Knowledge mining is the appropriate workload in this scenario because it focuses on extracting structured information and insights from unstructured data sources, such as scanned legal documents. It enables keyword-based search, entity recognition, and summarization, which align with the company's requirements.
- A. Correct.
Knowledge mining is the correct workload for this scenario as it involves extracting searchable insights, identifying entities, and summarizing content from unstructured data like scanned documents.
- B. Incorrect.
Machine learning for predictive analytics is incorrect because the scenario does not involve predicting future outcomes or performing statistical analysis on structured data.
- C. Incorrect.
Natural language processing for chatbot development is incorrect because the scenario is not about building a conversational AI system or chatbot.
- D. Incorrect.
Computer vision for object detection is incorrect as the goal is not to detect visual objects in images or videos.