Sentiment Analysis of Arabic YouTube Comments - Softcover

Bani Issa, Esra'a; Al-Tamimi, Abdel-Karim; Shatnawi, Ali

 
9786202799553: Sentiment Analysis of Arabic YouTube Comments
Softcover
ISBN 10: 6202799552 ISBN 13: 9786202799553
Verlag: LAP LAMBERT Academic Publishing, 2020

Inhaltsangabe

With the current level of ubiquity of social media websites, obtaining online users preferences automatically became a crucial task to assess their tendencies and behaviors online. Arabic language is one of the most spoken languages in the world, and the fastest growing language on the Internet which motivates us to provide automated tools for Arabic language that can perform reliable sentiment analysis to deduct users opinions.In this book, we present our work of Arabic comments sentiments classification based on our collected and manually annotated corpora of YouTube Arabic comments. We share our classification results utilizing several machine learning classifiers: SVM-RBF, linear SVM OAO, linear SVM OAA, Perceptron, Passive Aggressive, SGD, Random Forest, Logistic Regression, Bernoulli NB and KNN.

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Über die Autorin bzw. den Autor

Esra'a received her M.Sc. degree in Computer Engineering from Jordan University of Science and Technology (JUST) in 2018. Her research interest includes machine learning, deep learning, text analysis, and artificial intelligence (AI).

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
6202799552
ISBN 13 
9786202799553
Einband
Taschenbuch
Anzahl der Seiten
208
Kontakt zum Hersteller
Editions Muse
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland