What type of study is this?

This is a Literature Review study.

What question did this study set out to answer?

This research aims to create an automated system for generating balanced question papers using AI techniques.

April 29, 2026Iconic Research and Engineering Journals

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Proposed system shows 91% accuracy in question assembly from past exams in educational technology, indicating efficiency gains.

This research aims to create an automated system for generating balanced question papers using AI techniques.
Reviewed existing literature on automated question generation using AI.
Developed a question bank generator using BERT for extraction and de-duplication.
Created a paper assembler using GPT to compile questions based on difficulty and topics.
Achieved 91% question accuracy in generated papers.
Reduced generation time from 1 hour to less than 2 minutes.
Demonstrated a 9-30% improvement in efficiency compared to traditional methods.

H.S et al. (2026) studied this question.

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