An AI-Assisted Concept for Connecting Study Material with Previous Year Questions

Abstraction PYQLink AI is a proposed intelligent study platform for aspirants who handle large amounts of study material together with many previous year question papers (PYQs). Instead of asking the student to finish reading first and analyse PYQs separately, the idea is to connect both activities. The learner chooses the examination and subject, uploads the study material and corresponding PYQs, and reads the material inside PYQLink AI. While the learner reads, the system identifies the current concept and brings related questions from the uploaded PYQ collection beside the topic. The idea is simple: the student should not have to repeatedly ask, “Has this topic been asked before, and where?” PYQLink AI should make that connection while the student is already studying.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-31
DOI
https://doi.org/10.5281/zenodo.23754989
Primary Topic
Artificial Intelligence in Education
Type
article
Field-Weighted Citation Impact
0.00
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article

An AI-Assisted Concept for Connecting Study Material with Previous Year Questions

Dipali Nitin Jadhav
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Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Education
article

An AI-Assisted Concept for Connecting Study Material with Previous Year Questions

Dipali Nitin Jadhav
article en

Abstract

Abstraction PYQLink AI is a proposed intelligent study platform for aspirants who handle large amounts of study material together with many previous year question papers (PYQs). Instead of asking the student to finish reading first and analyse PYQs separately, the idea is to connect both activities. The learner chooses the examination and subject, uploads the study material and corresponding PYQs, and reads the material inside PYQLink AI. While the learner reads, the system identifies the current concept and brings related questions from the uploaded PYQ collection beside the topic. The idea is simple: the student should not have to repeatedly ask, “Has this topic been asked before, and where?” PYQLink AI should make that connection while the student is already studying.

Zenodo (CERN European Organization for Nuclear Research)
Quality education
Openalex Percentile: Top 7%
Artificial Intelligence in Education
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