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A Proposal of Chatbot for Malayalam

S. Sandhini1 , R. Binu2 , R.R Rajeev3 , M.M Reshma4

Section:Research Paper, Product Type: Journal Paper
Volume-06 , Issue-06 , Page no. 21-25, Jul-2018

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v6si6.2125

Online published on Jul 31, 2018

Copyright © S. Sandhini, R. Binu, R.R Rajeev, M.M Reshma . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: S. Sandhini, R. Binu, R.R Rajeev, M.M Reshma, “A Proposal of Chatbot for Malayalam,” International Journal of Computer Sciences and Engineering, Vol.06, Issue.06, pp.21-25, 2018.

MLA Style Citation: S. Sandhini, R. Binu, R.R Rajeev, M.M Reshma "A Proposal of Chatbot for Malayalam." International Journal of Computer Sciences and Engineering 06.06 (2018): 21-25.

APA Style Citation: S. Sandhini, R. Binu, R.R Rajeev, M.M Reshma, (2018). A Proposal of Chatbot for Malayalam. International Journal of Computer Sciences and Engineering, 06(06), 21-25.

BibTex Style Citation:
@article{Sandhini_2018,
author = {S. Sandhini, R. Binu, R.R Rajeev, M.M Reshma},
title = {A Proposal of Chatbot for Malayalam},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {7 2018},
volume = {06},
Issue = {06},
month = {7},
year = {2018},
issn = {2347-2693},
pages = {21-25},
url = {https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=438},
doi = {https://doi.org/10.26438/ijcse/v6i6.2125}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i6.2125}
UR - https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=438
TI - A Proposal of Chatbot for Malayalam
T2 - International Journal of Computer Sciences and Engineering
AU - S. Sandhini, R. Binu, R.R Rajeev, M.M Reshma
PY - 2018
DA - 2018/07/31
PB - IJCSE, Indore, INDIA
SP - 21-25
IS - 06
VL - 06
SN - 2347-2693
ER -

           

Abstract

A chatbot is a conversational agent which interacts with humans via natural languages. Text as well as speech, is used as the input to these systems. We propose a Malayalam chatbot based on a natural language processing with machine learning techniques library on a language-independent platform. The chatbot is a retrieval based model which can converses in Malayalam. Malayalam is a Dravidian language talked over the Indian state of Kerala. Machine learning as well as NLP (Natural Language Processing) approaches are used to analyze user queries and generate responses. We experiment an AIML (Artificial Intelligence Markup Language) based chatbot and a machine learning based chatbot. Among the two bots, the machine learning chatbot performs better. We developed a domain-specific chatbot. It is a commercial product, so we can apply this to any domain

Key-Words / Index Term

Chatbot, Natural Language Processing, Machine Learning, Artificial Intelligence

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