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...

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Vydané v:	Information processing & management Ročník 52; číslo 1; s. 46 - 60
Hlavní autori:	Severyn, Aliaksei, Moschitti, Alessandro, Uryupina, Olga, Plank, Barbara, Filippova, Katja
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Oxford Elsevier Ltd 01.01.2016 Elsevier Science Ltd
Predmet:	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
On-line prístup:	Získať plný text
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