Year: 2025
Type: article
Abstract: AI-powered chatbots are transforming education by providing instant assistance for academic and administrative queries.This research presents a student assistance chatbot using Natural Language Processing (NLP) and Machine Learning (ML)to detect intent and generate accurate responses. The chatbot incorporates text preprocessing, TF-IDF vectorization,intent classification, and response selection, with a Streamlit-based GUI for seamless interaction. Achieving 85-90%accuracy, it significantly reduces faculty workload and improves student engagement. Future enhancements include deeplearning models, voice support, and multilingual capabilities to enhance its effectiveness. AI-driven chatbots will play acrucial role in modernizing student support systems
Source: PRATIBODH
Language: English
Topic: AI in Service Interactions
Subfield: Marketing
Domain: Social Sciences
SDG: Quality education
Open Access status: diamond
OpenAlex ID: W7215348533