Aspect Based Sentiment analysis SemEval-2014 Task 4

Authors

  • D K Kirange Dept. of Computer and IT, J T Mahajan College of Engineering, Faizpur, Tal, Yawal, Dist. Jalgaon, India
  • Ratnadeep R Deshmukh Dept of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabaad , India

DOI:

https://doi.org/10.15520/ajcsit.v4i8.9

Abstract

The “Aspect Based Sentiment Analysis†task focuses on the recognition of aspect term and category and classification of emotions (positive, negative, conflict, neutral) in restaurant reviews for the aspect.  In this paper we propose the system for recognizing aspects and analyzing the sentiments using SVM for the restaurant review dataset. We compare the performance of the system with well-known KNN classifier. 

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Author Biographies

D K Kirange, Dept. of Computer and IT, J T Mahajan College of Engineering, Faizpur, Tal, Yawal, Dist. Jalgaon, India

Dept. of Computer and IT, J T Mahajan College of Engineering, Faizpur, Tal, Yawal, Dist. Jalgaon, India

Ratnadeep R Deshmukh, Dept of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabaad , India

Dept of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabaad , India

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Published

2014-08-25

Issue

Asian Journal of Computer Science & Information Technolog

Section

Articles

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