Conversational General College Enquiry Intelligent ChatBot

Conversational General College Enquiry Intelligent ChatBot

Publication Date : 2023-08-05
Author(s) :

Ms. M. Sowmiya, Dr. Shakeela Joy A, Mrs. Sahaya Jeniba .J
Conference Name :

International Conference on scientific innovations in Science, Technology, and Management (NGCESl-2023)
Abstract :

In place of direct interaction with a live college administration, a chat-bot is a software programme that is used to conduct an online chat conversation via text or text-to-voice. We provided a ChatBot that creates a dynamic Answer for online student inquiries in the suggested method. The ChatBot used by the Proposed System is powered by artificial intelligence. This suggested ChatBot recognises the student and teacher context that initiates the specific answer purpose. The desired reaction will be generated for the student and teacher because it is responding dynamically. The suggested method uses machine learning algorithms to train the ChatBot by observing different requests and responses from students and teachers. These days, chatbots are starting to be quite capable since artificial intelligence helps the human touch in every discussion, enables chatbots to understand users’ questions, and enables them to deliver accurate responses. The goal of this project is to decrease the requirement for several systems for various procedures and to lessen the reliance of an administration on humans. Developing a ChatBot over connected data presents a variety of difficulties, such as supporting numerous knowledge bases and comprehending student inquiries. We initially design and create an architecture to offer an interactive user experience in order to overcome these issues. In order to comprehend user intents and produce SPARQL queries, we also offer a machine learning approach based on intent classification and natural language understanding. For that, we must include enough specifics on the requirements for students and professors, including the availability of text books, staff timetables, student mark information, and semester outcomes.

No. of Downloads :

14