AI-Powered Chatbot for Enhanced College Interaction a Deep Learning Approach
Nikila S R , prof. K .Rajeswari
MCA & Adhiyamaan college of engineering
MCA & Adhiyamaan college of engineering
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Abstract - A chatbot is an intelligent conversational agent that utilizes artificial intelligence (AI) and natural language processing (NLP) techniques to engage with users in a human-like manner. This project focuses on developing a chatbot service for college interactions that harnesses deep learning techniques to offer users personalized assistance, recommendations, and real-time updates. This development of a chatbot serves for Adhiyamaan college of Engineering Hosur . aimed at addressing enquiries related to the college. The chatbot provides users with the convenience of querying various aspects of the college, such as course offerings, time schedules, academic details, and address information. It employs a Feedforward Neural Network (FNN) as its underlying deep learning algorithm, trained on a dataset structured with tags, patterns, and reasons .The chatbot is designed to seamlessly handle text queries from users. Users can interact with the chatbot using natural language, receiving responses in both text and voice formats, enhancing accessibility and user experience.
This integration of text and voice responses enables users to engage with the chatbot in a manner most comfortable for them .Through its intuitive interface and robust backend architecture, the chatbot serves as a valuable resource for students, faculty, and other stakeholders associated with Adhiyamaan college of Engineering Hosur , facilitating quick access to relevant information and enhancing communication within the college community.The chatbot employs deep learning algorithms, specifically a Multi-Layer Perceptron (MLP), which is a type of Feedforward Neural Network (FNN) with at least one hidden layer between the input and output layers.
Key Words: Chatbot , Artificial Intelligence (AI)
,Natural Language Processing (NLP), Deep Learning , Feedforward Neural Network (FNN)
