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Emotion Recognition from Text using LSTM algorithm

V. Preethi1 , Nimisha Jadav2 , Komal Shirsat3 , Mohan Bonde4

Section:Research Paper, Product Type: Journal Paper
Volume-8 , Issue-6 , Page no. 30-33, Jun-2020

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v8i6.3033

Online published on Jun 30, 2020

Copyright © V. Preethi, Nimisha Jadav, Komal Shirsat, Mohan Bonde . 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: V. Preethi, Nimisha Jadav, Komal Shirsat, Mohan Bonde, “Emotion Recognition from Text using LSTM algorithm,” International Journal of Computer Sciences and Engineering, Vol.8, Issue.6, pp.30-33, 2020.

MLA Style Citation: V. Preethi, Nimisha Jadav, Komal Shirsat, Mohan Bonde "Emotion Recognition from Text using LSTM algorithm." International Journal of Computer Sciences and Engineering 8.6 (2020): 30-33.

APA Style Citation: V. Preethi, Nimisha Jadav, Komal Shirsat, Mohan Bonde, (2020). Emotion Recognition from Text using LSTM algorithm. International Journal of Computer Sciences and Engineering, 8(6), 30-33.

BibTex Style Citation:
@article{Preethi_2020,
author = {V. Preethi, Nimisha Jadav, Komal Shirsat, Mohan Bonde},
title = {Emotion Recognition from Text using LSTM algorithm},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {6 2020},
volume = {8},
Issue = {6},
month = {6},
year = {2020},
issn = {2347-2693},
pages = {30-33},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=5141},
doi = {https://doi.org/10.26438/ijcse/v8i6.3033}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v8i6.3033}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=5141
TI - Emotion Recognition from Text using LSTM algorithm
T2 - International Journal of Computer Sciences and Engineering
AU - V. Preethi, Nimisha Jadav, Komal Shirsat, Mohan Bonde
PY - 2020
DA - 2020/06/30
PB - IJCSE, Indore, INDIA
SP - 30-33
IS - 6
VL - 8
SN - 2347-2693
ER -

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Abstract

The growth of social networking sites lead to increase in number of users and the amount of time spent by the users on these sites. In this era of internet, human expresses their emotions, sentiments and feelings via text, comments or tweets. People share their thoughts, feelings, experiences and opinions according to their observation and understanding. Emotion is an appearance of human behavior and plays an important role in human computer interaction. To extract the emotion behind this textual data we have proposed a model, emotion recognition from text. Our method detects emotion from a text-input by using deep learning algorithm Long Short Term Memory (LSTM). Emotions such as anger, love, surprise, joy, sadness and fear are classified through this model and the accuracy of each classifier is calculated.

Key-Words / Index Term

LSTM, Emotion Recognition

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