Chatbot

International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 6 Issue 3, March-April 2022 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD49799 | Volume – 6 | Issue – 3 | Mar-Apr 2022 Page 1740
Chatbot
Fredrick B Lyngdoh1
, Raghavendra R.2
1
PG Student, Department of Master of Computer Applications, 2
Assistant Professor,
1,2
School of CS &IT, Jain (Deemed-to-be-University), Bengaluru, Karnataka, India
ABSTRACT
The days of simply engaging with a service through a keyboard are
over. Users interact with systems more and more by using voice
assistants and chatbots. A chatbot is a computer program that can
chat with human’s using Artificial Intelligence in messaging
platforms. Every time when the chatbot gets input from the user, it
saves the input and response, which helps chatbot with little initial
knowledge to evolve using gathered responses. With increased
responses, precision of the chatbot also gets increase. The ultimate
goal of this project is to add a chatbot feature and API. This project
will inquire into the advancement of Artificial Intelligence and
Machine Learning technology that are being used to improve many
services. Most importantly it will look at development of chatbots as
a channel for information distribution. The program will select the
closest matching response from the matching statement that matches
the input utilizing WordNet, it then chooses the response from the
known selection of statements for that response. This project aims to
implement online chatbot system to assist users who access college
website by using tools that expose Artificial Intelligence methods
such as Natural Language Processing in allowing users to
communicate with college chatbot using natural language input and
to train chatbot using appropriate Machine Learning methods in order
to be able to generate a response. There are various applications that
are incorporating to a human appearance and intends to simulate
human dialog, yet in most cases, knowledge of chatbot is stored in a
database created by a human expert.
How to cite this paper: Fredrick B
Lyngdoh | Raghavendra R. "Chatbot"
Published in
International Journal
of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-6 |
Issue-3, April 2022,
pp.1740-1743, URL:
www.ijtsrd.com/papers/ijtsrd49799.pdf
Copyright © 2022 by author (s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an
Open Access article
distributed under the
terms of the Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
I. INTRODUCTION
Chatbots also known as conversational agents, are
designed with the help of AI (Artificial Intelligence)
software. They simulate a conversation (or a chat)
with users in a natural language via messaging
applications, websites, mobile applications or a
phone.
Chatbots represents a potential shift in the interaction
of people with data and services online. With the
increase rise of interest in chatbot design and
development, we lack the knowledge to know about
why humans use chatbots. They are simulations
which can understand human language, can process it
and response to human while performing specific
tasks, for example, a chatbot can be employed as a
helpdesk executive. Chatbots are not considered as a
recent development. The first chatbot was created by
Joseph Wiesenbaum in 1966 named as Eliza. It first
started when Alan Turing published an article named
“Computer Machinery and Intelligence” and this
raised an intriguing question, “Can machine think?”
Since then we have seen multiple chatbots that are
outstanding to their predecessors to become more
naturally conversant and technologically advanced.
These advancements made an era where
conversations with chatbots have become more
normal and natural as with another human.
II. Literature Survey:
A Chatbot is a program that re-enacts a conversation
between a user and a machine. The machine has
been set the knowledge to identify the queries asked
by the student and other users and makes the
decision itself to respond to the queries. In turn, the
user needs to ask the queries that are answered by
the chatbot. These bots will be found on a book-
based UI that permits the client to type orders and
get messages just as content to discourse response. It
can be more certain when it is coordinated with
well-known web services. The school request
IJTSRD49799

International Journal of Trend in Scientific Research and Development @ www.ijtsrd.com eISSN: 2456-6470
chatbots will be falsify utilizing counterfeit
calculations that can undoubtedly comprehend and
investigate client messages. The client can put
forward the inquiries that are school-related
activities through the chatbot without genuinely
accessible to the school for inquiry. By using
Artificial Intelligence, the queries are answered by
the system that are being asked by various users. The
user just simply needs to enlist and login to the
system. Natural language handling (NLP) is use for
tokenizing, stemming, and separating the substance
of the objection given by the client. [1]
A chatbot is a software application that is use to
conduct an online chat conversation throughtext or
text-to-speech, instead of providing direct contact
with a live human agent. It is design to convincingly
simulate the way a human would behave as a
conversational partner. Bots can be created by using
language like Artificial Intelligence Mark-up
Language(AIML), a language based on XML that
allows developer to write rules for the bot to follow.
[2] Another drawback is writing rules for different
scenarios is quite time consuming and it is impossible
to write rules for every scenario. So these bots can
handle simple queries but fails to manage complex
queries. The chatbot system is been proposed and are
designed for using the chat fuel platform.The chatbot
has been designed to allow the students in
communicating with the staff from college and
addressed their queries through the conversational
text. The responses can be provided to the user in text
format, with pictures and many more features
provided by the chat fuel. The setup AI feature makes
the bot smart and answers the queries of the user. The
purpose of developing this project is based on an
intellectual chatbot system which deals with the
academic activities like admission enquiry, fees
structure, scholarship details, time-table of every
department, and details of the documents required to
attach. With this chatbot system it will be accessible
for the students to directly clear their queries in lesser
time.
Speech is considered as one of the most powerful
forms of communication between humans. Hence, it
is the researcher’s goal to improve the speech
interaction between the human and the computer in
order to providehuman-human speech interaction.
With modern network computing devices the speech
interaction has receive increasing interest in the past
few years with contributions from Google, Android
and IOS. Since they are more natural than graphic-
based interfaces, hence spoken dialogue systems are
beginning to form the primary interaction method
with a machine. Therefore, speech interaction will
play a significant role in improving machines in the
near future. [3]
Research work has focussed on improving the
recollection rates of the human voice and the
technology is now approaching the ability for speech
based human computer interaction. Speech
Interaction is divided into more than one including:
speech recognition, speech parsing, NLP (Natural
Language Processing), keyword identification,
Chabot design/personality, artificial intelligence.
Chatbot is a computer program that has the ability to
converse with human using Natural Language
Speech. In this paper, Chatbot design techniques
between the human and the computer is presented.
The different techniques used for Chatbots in the
words are then process to extract the meaning and to
bring about a response as speech or action as
required. Different grammar rules are used to classify
the tagged words in the text into groups or phrases
relating to their neighbours and positions. This type
of grouping is categorised as chunking into phrases,
such as noun phrases and verb phrases.
III. Implementation:

IV. Experimental Results:
In this paper, the proposed system was successfully
tested to achieve its effectiveness and achievability.
Chatbot reduces the paperwork, manpower and time
for any individual. It hasdeveloped an application
where interaction with users by means of reducing the
time for visiting the college to enquire about the
details or any information regarding admissions,
college activities or any other administration in an
academic institution. This allows the user to chat with
the chatbot by format. The
user or the student and the Administrator can interact
through a chatbot. The questions which are not
answered by the chatbot will be added and updated by
the Admin.
V. Conclusion:
The main objectives of the project was to develop an
algorithm that will be able to identify the answers
associated with user submitted queries. A database is
developed to store all related data and to develop an
internet interface. The web interface had developed
one part and that is for the administrator. A
background research was conducted which included a
summary of the conversation procedure and any
relevant chat bots available. A database system was
then design to store information regarding questions,
answers, keywords, logs and feedback message.
VI. Future Work:
With machines and electronic devices becoming our
number one priority in our day to day lives, hence
more studies on this subject should be encouraged as
it makes the students or the users easy to access and
their queries answerable in a faster period.
VII. Reference:
[1] https://www.researchgate.net/publication/34742
3315_Smart_College_Chatbot_using_ML_and
_Python
[2] https://www.ijert.org/college-enquiry-chat-bot-
system
[3] https://link.springer.com/chapter/10.1007/978-
981-15-9293-5_47

[4] https://d1wqtxts1xzle7.cloudfront.net/6472377
7/college_enquiry_chat_bot_system_IJERTV9I
S090396-with-cover-page-
v2.pdf?Expires=1647956159&Signature=QWd
SQTBJMtK0q1zScXA08cB7au-
ZyQmKeeBCV8c721JqG5ImeJzsD7k6Vby2Ue
vUBSc9td5f0O0xZPBnbJMsXiwozBrVzuSUa
y~Ce~EI9d831BmGo0IV5DZg-
d3tAhWMi3pUY8qsPxYc5NUECvJpu6mlB0y
Ll4GD9G7zOWtE0JixbfQMr4HXMkxwx-
0IHx8N0Rp7wnkGgT0sd~YOFIeCV60KZD1
Cd8z0vzxWZBfj8z64cpJZlmPwtRvUu7Zkjfdn
ogw6fsoeeHwLGbYFr~AE2OM3ufmZSAunm
5b9J10QQWElHjkZgXTWOJryD47eeYNe5p5
UMBWcf~T25f0soOhrhA__&Key-Pair-
Id=APKAJLOHF5GGSLRBV4ZA
[5] http://repository.essex.ac.uk/21238/1/Paper_12-
Survey_on_Chatbot_Design_Techniques_in_S
peech_Conversation_Systems.pdf

Chatbot

More Related Content

Similar to Chatbot (20)

More from ijtsrd (20)

Recently uploaded (20)

Chatbot