Research Article
Emotion Classification of Restaurant and Laptop Review Dataset: Semeval 2014 Task 4
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 113 - Issue 6 |
| Published: March 2015 |
| Authors: D. K. Kirange, Ratnadeep R. Deshmukh |
10.5120/19829-1680
|
D. K. Kirange, Ratnadeep R. Deshmukh . Emotion Classification of Restaurant and Laptop Review Dataset: Semeval 2014 Task 4. International Journal of Computer Applications. 113, 6 (March 2015), 17-20. DOI=10.5120/19829-1680
@article{ 10.5120/19829-1680,
author = { D. K. Kirange,Ratnadeep R. Deshmukh },
title = { Emotion Classification of Restaurant and Laptop Review Dataset: Semeval 2014 Task 4 },
journal = { International Journal of Computer Applications },
year = { 2015 },
volume = { 113 },
number = { 6 },
pages = { 17-20 },
doi = { 10.5120/19829-1680 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2015
%A D. K. Kirange
%A Ratnadeep R. Deshmukh
%T Emotion Classification of Restaurant and Laptop Review Dataset: Semeval 2014 Task 4%T
%J International Journal of Computer Applications
%V 113
%N 6
%P 17-20
%R 10.5120/19829-1680
%I Foundation of Computer Science (FCS), NY, USA
Abstract
The "Sentiment Analysis" task focuses on the recognition and classification of emotions (positive, negative, conflict, neutral) in reviews for the aspect. In this paper we propose the system for recognizing and analyzing the sentiments using SVM for the restaurant and laptop review dataset. We compare the performance of the system with well-known KNN classifier.
References
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