Emotion Classification of Restaurant and Laptop Review Dataset: Semeval 2014 Task 4

Emotion Classification of Restaurant and Laptop Review Dataset: Semeval 2014 Task 4

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...

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Veröffentlicht in:International journal of computer applications 2015-01, Vol.113 (6), p.17-20
Hauptverfasser: Kirange, D K, Deshmukh, Ratnadeep R
Format: Artikel
Sprache:eng
Schlagworte:
Classification
Classifiers
Emotions
Laptop
Recognition
Restaurants
Support vector machines
Tasks
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Zusammenfassung: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.
ISSN:0975-8887
0975-8887
DOI:10.5120/19829-1680