Artificial Intelligence Based Chatbot for University Students Test phase, srs, design phase and source code final deliverable
Net Programming
Synthetic Intelligence based totally web utility
Abstract /
Introduction
Synthetic Intelligence is emulating people in real lifestyles, for instance, all of us can understand weather forecast the use of system tool (e.G., mobile telephone, computer, tablet, personal laptop) through net or you could search for a terrific eating place that is nearer to you with the help of AI based totally software program structures. Many AI-based totally software program structures are already in the marketplace and assisting people in decreasing workload, increasing performance, and enhancing accuracy by means of solving different real-international problems. It’s far a need of time to increase such automated structures which could assist humans (in an effort to be the person of machine – university college students) in getting a few useful statistics within the respond of any queries, search, or talk. In addition, Chatbot is a technology which makes use of AI-based knowledge to answer to its users queries after necessary analysis at the requested queries, in a wiser way (like a human) e.G., Siri, Alexa. Now you’ll expand an internet based totally Chatbot the use of AI generation i.E., synthetic Neural Networks (ANN) that’s helpful for its users in a way that the proposed system will offer beneficial records to the college college students.
Be aware:
There are different sorts of chatbots that exist already online and supporting humans in special disciplines. To get a few idea/information approximately exclusive types of chatbots, please visit:
Https://www.Engati.Com/weblog/sorts-of-chatbots-and-theirapplications For the graphical illustration of working, take a look at the go with the flow chart:
The general architecture of a chatbot is:
Purposeful requirements:
1. Users might be able to ask examination associated queries thru chatbot e.G., Date sheet queries, examination rescheduling queries. Other queries to be treated via the Chatbot are:
I. Admission related queries e.G., starting/last dates of admission, graduation of lessons.
Ii. Registrar workplace associated queries e.G., Semester Freeze/Unfreeze, look at
Software change iii. Directorate of finance e.G.,
Rate matters_MS, charge matters_BS iv. IT department associated queries e.G., cell app issues, LMS troubles
v. Exam related queries e.G., behavior of examination,
Datasheet queries. Equipment:
Visual Studio Code
Python/ php/ JSon
Flask Framework, SQLite, long brief-term reminiscence
Notion: student can undertake one-of-a-kind development device package apart from above given after previous approval of the manager.
Helping video on Chatbot: https://www.Youtube.Com/watch?V=c_gXrw1RoKo
Instance of an existing chatbot for on-line admission purposed:
Https://hellotars.Com/chatbot-templates/education/HyCoZV/chatbot-foreducational-institutions
The way to Make chatbot? Https://morioh.Com/p/9ed6a9bd5ab7?F=5c21fb01c16e2556b555ab32&fbclid=IwAR3
8OgJUeoq6S1 5pcRHNoDwz6k-uOjiB8RO3EjdNdV5lyuGTUsGUMqXYOUs
Supporting video on synthetic Neural Networks is: https://www.Youtube.Com/watch?V=ZzWaow1Rvho&t=1s
For the historical past knowledge and fundamental expertise of LSTM – long-short term memory architecture:
Https://en.Wikipedia.Org/wiki/Recurrent_neural_network
