Multilingual Sentiment Analysis on Social Media
Language: English
Published by LAP LAMBERT Academic Publishing Mai 2012, 2012
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 42.06
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Add to basketItem description from seller
This item is printed on demand - it takes 3-4 days longer - Neuware -As social media more and more connect the entire world, there is an increasing importance to analyze multilingual data rather than unilingual data. The automated sentiment analysis we perform extracts opinions from the relatively short messages placed on social media in multiple languages. --- We present a four-step approach to perform sentiment analysis. Our approach comprises language identification, part-of-speech tagging, subjectivity detection and polarity detection. For language identification we propose an algorithm we call LIGA which captures grammar of languages in addition to occurrences of characteristics. For part-of-speech tagging we use an existing solution called the TreeTagger, developed at the University of Stuttgart. We apply AdaBoost using decision stumps to solve subjectivity detection. For polarity detection we propose an algorithm we call RBEM which uses heuristic rules to create an emissive model on patterns. 120 pp. Englisch.…
Seller Inventory # 9783659135613
- Title
- Multilingual Sentiment Analysis on Social Media
- Author
- Erik Tromp
- Publisher
- LAP LAMBERT Academic Publishing Mai 2012
- Publication year
- 2012
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3659135615
- ISBN 13
- 9783659135613
- Item weight
- 197 grams
- Dimensions
- 220x150x8 mm
"Synopsis" may belong to another edition of this title.
Product Description
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BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
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