Sentiment-Driven Topic Analysis Of Song Lyrics

Sentiment-Driven Topic Analysis Of Song Lyrics

Sentiment Analysis is an area of Computer Science that deals with the impact a document makes on a user. The very field is further sub-divided into Opinion Mining and Emotion Analysis, the latter of which is the basis for the present work. Work on songs is aimed at building affective interactive app...

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Bibliographic Details
Main Author: Sharma, Govind
Other Authors: Narasimha Murty, M
Language:en_US
Published: 2015
Subjects:
Song Lyrics
Non-negative Matrix Factorization (NMF)
Music Information Retrival
Music Recommendation Engine
Support Vector Machine (SVM)
Naive Bayes Classifier (NBC)
Sentiment Analysis
Emotion Analysis
Latent Dirichlet Allocation (LDA)
Sentiment Clustering
Sentiment Classification
k-Nearest Neighbour Classi er (k-NNC)
Computer Science
Online Access:http://etd.iisc.ernet.in/handle/2005/2472
http://etd.ncsi.iisc.ernet.in/abstracts/3190/G25269-Abs.pdf

Internet

http://etd.iisc.ernet.in/handle/2005/2472
http://etd.ncsi.iisc.ernet.in/abstracts/3190/G25269-Abs.pdf

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