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Published Paper Details:
Large-Scale Language Model Powered Conversational System for Tertiary-Level Instruction in Data Repositories and Informational Architectures
Authors
Dr.Thanveer Jahan,ENGE KEERTHI,ELLANKI MANASWITHA,AMANCHA RONITH
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Keywords
Artificial Intelligence, Large Language Models, Retrieval-Augmented Generation, Learning Management Systems, AI Chatbot, Personalized Learning, Higher Education
Abstract
Contribution: This study examines the advantages and obstacles associated with the development, implementation, and assessment of a large language model (LLM) chatbot, MoodleBot, within computer science educational environments. It shows how LLMs could be used in LMSs like Moodle to help with self-regulated learning (SRL) and help-seeking behaviour. Computer science teachers have a lot of trouble adding new tools to LMSs to make the learning environment more supportive and interesting. MoodleBot solves this problem by giving students and teachers a place to interact with each other. Questions for Research: This study examines two questions, notwithstanding challenges such as bias, hallucinations, and the reluctance of teachers and educators to adopt new AI technologies. (RQ1) How much do students think MoodleBot is a useful tool for helping them learn? (RQ2) How accurate are the answers that MoodleBot gives, and how well do they fit with the course content that has already been set? Methodology: This study examines pedagogical literature regarding AI-driven chatbots and employs the retrieval-augmented generation (RAG) methodology for the design and data processing of MoodleBot. The technology acceptance model (TAM) looks at how much users accept something by looking at things like how useful they think it is and how easy it is to use. Forty-six students took part, and thirty of them filled out the TAM questionnaire. Results: Chatbots that use LLM, like MoodleBot, can make teaching and learning a lot better. This study found that there was a high accuracy rate (88%) in helping with course-related tasks. Students' positive feedback shows that AI-powered educational tools work and can be used in real life. These results show that educational chatbots can be used in courses to make learning more personalised and make teachers' jobs easier, but automated fact-checking needs to get better.
IJCRT's Publication Details
Unique Identification Number - IJCRTBP02011
Paper ID - 302946
Author type - Indian Author
Page Number(s) - 91-100
Pubished in - Volume 14 | Issue 4 | April 2026
DOI (Digital Object Identifier) - https://doi.org/10.56975/ijcrt.v14i4.302946
No Of Downloads - 61
Author Country - India, -, -, -, -, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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Dr.Thanveer Jahan,ENGE KEERTHI,ELLANKI MANASWITHA,AMANCHA RONITH, "Large-Scale Language Model Powered Conversational System for Tertiary-Level Instruction in Data Repositories and Informational Architectures", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 4, pp.91-100, April 2026, Available at :http://www.ijcrt.org/papers/IJCRTBP02011.pdf
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