Multi-lingual opinion mining on YouTube

•We designed the first model for effectively carrying out opinion mining on YouTube comments.•We propose kernel methods applied to a robust shallow syntactic structure, which improves accuracy for both languages.•Our approach greatly outperforms other basic models on cross-domain settings.•We create...

Full description

Saved in:

Bibliographic Details
Published in:	Information processing & management Vol. 52; no. 1; pp. 46 - 60
Main Authors:	Severyn, Aliaksei, Moschitti, Alessandro, Uryupina, Olga, Plank, Barbara, Filippova, Katja
Format:	Journal Article
Language:	English
Published:	Oxford Elsevier Ltd 01.01.2016 Elsevier Science Ltd
Subjects:	Classifiers Data mining Domains English language Feature extraction Internet Italian language Language processing Languages Mass media Mining Mining industry Natural Language Processing Opinion mining Polarity Programming languages Sentiment analysis Social media Studies Syntactic structures Syntax User generated content Websites Social media Natural Language Processing Opinion mining
ISSN:	0306-4573, 1873-5371
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!