EduTech Portal: An AI-Powered Student Assistant Chatbot


Authors : Ms. Smita S. Bhosale; Tejas Kothawade; Viraj Kharade; Adinath Khose; Suraj Mitake

Volume/Issue : Volume 10 - 2025, Issue 5 - May


Google Scholar : https://tinyurl.com/ses4s77k

Scribd : https://tinyurl.com/vhcy265a

DOI : https://doi.org/10.38124/ijisrt/25may390

Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.


Abstract : The increasing number of queries concerning admissions in engineering and polytechnic institutions under the Department of Technical Education has highlighted the limitations of traditional response methods. To ensure smoother communication and timely dissemination of information, deploying a centralized AI-powered chatbot emerges as an efficient and scalable solution. Functioning as a virtual assistant, this intelligent system can autonomously manage frequently asked questions about eligibility, available programs, fee details, scholarship opportunities, hostel facilities, and placement timelines. Operating 24/7, the chatbot alleviates the pressure on administrative staff, improves user satisfaction, and provides valuable data for continuous service optimization. Through machine learning, it evolves by learning from interactions, enhancing the precision and contextual relevance of its responses. The system not only expedites query resolution but also reduces the dependency on manual efforts for routine tasks. Additionally, its integration within the academic framework ensures consistent and fair information delivery. With built-in Natural Language Processing (NLP) capabilities, the chatbot supports multilingual communication, expanding access and enabling students and their families to make well-informed decisions.

Keywords : AI-Powered Chatbot, Virtual Assistant for Education, Admission Support System, Automated Query Handling, NLP, Machine Learning, 24/7 Student Support, Centralized Communication, Digital Education Assistant, Smart Education Technology.

References :

  1. Franklin Parrales-Bravo, “A Chatbot Solution to Manage Student Questions About Payments and Enrollment in University,” ResearchGate, 2024. https://www.researchgate.net/publication/384677433_CSM_A_Chat bot_Solution_to_Manage_Student_Questions_About_Payments_and_Enrollment_in_University
  2. Mohammad Amin Kuhail, Hadeel H. Al Khateeb, Sarah M. Alghamdi, Khaled Shaalan, “Assessing the Impact of Chatbot-Human Personality Congruence on User Behavior: A Chatbot-Based Advising System Case,”ResearchGate,2024.  https://www.researchgate .net/publication/380749206_Assessing_the_Impact_of_Chatbot-Human_Personality_Congruence_on_ User_Behavior_A_Chatbot-based_Advising_ System_Case
  3. Yun-Cheng Wang, Jintang Xue, Chengwei Wei, “An Overview on Generative AI at Scale With Edge–CloudComputing,”arXiv,2023.  https://arxiv.org/abs/2306.17170
  4. [4] Omar Mubin, Fady Alnajjar, Zouheir Trabelsi, Luqman Ali, “Tracking ChatGPT Research: Insights from the Literature and the Web,” ResearchGate, 2024. https://www.researchgate.net/publication/377 617512_Tracking_ChatGPT_Researc h_Insights_from_the_literature_and_the_web
  5. Lamya Benaddi, Charaf Ouaddi, Abdeslam Jakimi, Brahim Ouchao, “A Systematic Review of Chatbots,” IEEEXplore,2024. https://ieeexplore.ieee.org/docum ent/10542991
  6. Ahmed Elragal, Ali Ismail Awad, Ingemar Andersson, “A Conversational AI Bot for Efficient Learning: A Prototypical Design,” ResearchGate, 2023. https://www.researchgate.net/publication/3847 94442_A_Conversational_AI_Bot_for_ Efficient_Learning_A_Prototypical_Design
  7. Statista Infographics. (Jun. 16, 2023). Infographic: Chat GPT Sprints To One Million Users. [Online]. Available: https://www.statista.com/chart/29174/tim e-to-one-million-users
  8. D. R. Raban and A. Gordon, “The evolution of data science and big data research: A bibliometric analysis,” Scientometrics, vol. 122, no. 3, pp. 1563–1581, Mar. 2020, doi: 10.1007/s11192-020-03371-2.
  9. C. Bartneck, “The end of the beginning: A reflection on the first five years of the HRI conference,” Scientometrics, vol. 86, no. 2, pp. 487–504, Feb. 2011, doi: 10.1007/s11192-010-0281-x
  10. E. Magnone, “The extreme case of terrorism: A scientometric analysis,” Scientometrics, vol. 101, no. 1, pp. 179–201, Oct. 2014, doi: 10.1007/s11192-014-1378-4
  11. [11] J. Devlin, M.-W. Chang, K. Lee, and K. Toutanova, “BERT: Pre-training of deep bidirectional transformers for language understanding,” 2018, arXiv:1810.04805. https://arxiv.org/abs/1810.04805

The increasing number of queries concerning admissions in engineering and polytechnic institutions under the Department of Technical Education has highlighted the limitations of traditional response methods. To ensure smoother communication and timely dissemination of information, deploying a centralized AI-powered chatbot emerges as an efficient and scalable solution. Functioning as a virtual assistant, this intelligent system can autonomously manage frequently asked questions about eligibility, available programs, fee details, scholarship opportunities, hostel facilities, and placement timelines. Operating 24/7, the chatbot alleviates the pressure on administrative staff, improves user satisfaction, and provides valuable data for continuous service optimization. Through machine learning, it evolves by learning from interactions, enhancing the precision and contextual relevance of its responses. The system not only expedites query resolution but also reduces the dependency on manual efforts for routine tasks. Additionally, its integration within the academic framework ensures consistent and fair information delivery. With built-in Natural Language Processing (NLP) capabilities, the chatbot supports multilingual communication, expanding access and enabling students and their families to make well-informed decisions.

Keywords : AI-Powered Chatbot, Virtual Assistant for Education, Admission Support System, Automated Query Handling, NLP, Machine Learning, 24/7 Student Support, Centralized Communication, Digital Education Assistant, Smart Education Technology.

Never miss an update from Papermashup

Get notified about the latest tutorials and downloads.

Subscribe by Email

Get alerts directly into your inbox after each post and stay updated.
Subscribe
OR

Subscribe by RSS

Add our RSS to your feedreader to get regular updates from us.
Subscribe