Hybrid Data Mining Approach For Emotion Analysis: On Social Network Data - Couverture souple

Ganesan, Vadivel; Palanisamy, Thangamuthu; Tamilselvan, Suresh Kumar

 
9786200080417: Hybrid Data Mining Approach For Emotion Analysis: On Social Network Data
Couverture souple
ISBN 10 : 6200080410 ISBN 13 : 9786200080417
Editeur : LAP LAMBERT Academic Publishing, 2019

Synopsis

Social media plays a significant role in exploring opinions and emotions of the users based on day to day activities. Mining social network data regarding user's opinions and emotions is necessary to understand the user's behaviour and mentality. This research work proposes a hybrid data mining approach using K-Means clustering and Naive Bayes classification techniques to analyse the emotions in the tweets. Emotion type based classification and Cluster based classification process performed on the tweet emotion data set using Naïve Bayes classifier analyses the performance of the hybrid data mining approach using performance measures.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2019
Langue
anglais
ISBN 10 
6200080410
ISBN 13 
9786200080417
Reliure
Broché
Nombre de pages
60
Coordonnées du fabricant
non disponible
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