Adil Khan 10 months ago
AdiKhanOfficial #FYP Ideas

A personalized online university chatbot using NLP techniques

Different students come university from different cities and resides in different places. The student who lives far away from university, find it difficult to visit university to ask every single query. As students have many queries, it is almost impossible for the administrator to tackle all those

Project Title

A personalized online university chatbot using NLP techniques

Project Area of Specialization

Artificial Intelligence

Project Summary

Different students come university from different cities and resides in different places. The student who lives far away from university, find it difficult to visit university to ask every single query. As students have many queries, it is almost impossible for the administrator to tackle all those queries at the same time. In this technology world, a recent technology called ‘’Chatbot’’, is in demand and have hit the market. The chatbots are an interaction between person and bot which gives us efficient service. The chatbots can be accessed at any time.

Chatbot has a flexible attribute as well as customer satisfaction. An advanced chatbot is constructed using natural language processing with the help of machine learning algorithm to train the bot and to make up the bot performance in right way. Just as people use language for human communication, chatbots use natural language to communicate with human users. This paper is an implementation of an intelligent chatbot system for the university. The chatbot will be used by anyone who can access the university’s website. The student can ask any query, then the query is applied as an input to algorithm, which processes the message and displays the corresponding response to the user.

Project Objectives

This Project aims to provide a fast and convenient way to manage university related information. The UniBot will help facilitate the students with their queries and will assist with required information related to queries.

Project Implementation Method

The application is designed, developed and tested using iterative incremental build stages. At the end of each build a subsystem or feature will be created. The project will progress in complexity as new requirements are likely to be discovered and implemented in each incremental build, developing on top of the functionality from the last build leading to the overall development of the application.                                                         It is very common for software to be released in stages, it is critical that component versions utilized within the software are managed throughout the entire lifecycle using version control tools such as GitHub. Each build will only last a few weeks to produce a baseline version of the application. Feedback can be given on any requirement errors or faults found in the application. Distributing the development of the project over various build cycles can lower the risks associated with development to a more manageable level as requirements are broken down into smaller functionality to be implemented at the end of each build.

Benefits of the Project

Web interface of university ChatBot for the students. The students can ask any query and can get information about their conserns at any time.

Technical Details of Final Deliverable

Web interface of university ChatBot to provide the easy and effective helpful Bot which will save the time consumption of administration by answering the FAQ's as well as the query of the students

Final Deliverable of the Project

Software System

Core Industry

IT

Other Industries

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Quality Education

Required Resources

Item Name Type No. of Units Per Unit Cost (in Rs) Total (in Rs)
Students FAQ's dataset Equipment11000010000
Online course of python Equipment150005000
Natural Language Processing course Equipment135003500
Overhead charges Equipment131453145
Total in (Rs) 21645
If you need this project, please contact me on contact@adikhanofficial.com
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