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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 7 | Month- July 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

Future-Proof Intelligent Education: The Convergence of Generative AI, Retrieval-Augmented Generation, and Learning Analytics

  Authors

  Dr. Harsh Vardhan Pant,  Dr. Hitender Singh Jalal

  Keywords

Generative Artificial Intelligence, Retrieval-Augmented Generation, Learning Analytics, Intelligent Education, Personalized Learning, Artificial Intelligence in Education, Adaptive Learning.

  Abstract


The rapid evolution of Artificial Intelligence (AI) is reshaping digital education by enabling personalized learning, intelligent tutoring, and data-driven decision-making. However, existing educational systems often employ Generative Artificial Intelligence (GenAI), Retrieval-Augmented Generation (RAG), and Learning Analytics (LA) as independent technologies, limiting their collective potential. This study proposes a unified conceptual framework that integrates these technologies to support the development of future-proof intelligent education. In the proposed framework, GenAI facilitates intelligent content generation and learner support, RAG enhances the reliability of AI-generated responses through knowledge retrieval, and Learning Analytics provides personalized insights based on learner behaviour and performance. The framework illustrates how these technologies can work together to create adaptive, trustworthy, and learner-centered digital learning environments. To strengthen the theoretical foundation, a PLS-SEM structural validation model is proposed to establish the relationships among the constructs and provide a basis for future empirical investigation. The study further discusses key implementation challenges, including data privacy, algorithmic bias, ethical AI governance, interoperability, and digital literacy. The proposed framework contributes to the emerging field of AI-enabled education by offering a comprehensive roadmap for integrating trustworthy AI with evidence-based educational analytics. It also provides practical guidance for educators, researchers, and policymakers seeking to design intelligent and sustainable digital learning ecosystems. Future studies may empirically validate the proposed model across diverse educational contexts to further establish its applicability and generalizability.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2607316

  Paper ID - 311689

  Page Number(s) - d48-d58

  Pubished in - Volume 14 | Issue 7 | July 2026

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Dr. Harsh Vardhan Pant,  Dr. Hitender Singh Jalal,   "Future-Proof Intelligent Education: The Convergence of Generative AI, Retrieval-Augmented Generation, and Learning Analytics", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 7, pp.d48-d58, July 2026, Available at :http://www.ijcrt.org/papers/IJCRT2607316.pdf

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Call For Paper July 2026
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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