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  Homecomputersinformation technology   opinion mining and lexical affect sensing
Naslov:
opinion mining and lexical affect sensing
Same author:
Alexander Osherenko
Sve iz područja:
Information Technology
Sve od nakladnika:
Sudwestdeutscher Verlag Fur Hochschulschrifte




Jesenski-Turk

isporuka

information technology

 

Opinion Mining and Lexical Affect Sensing

Opinion Mining and Lexical Affect Sensing by Alexander Osherenko (9783838124889)
Price:1.304,10 kn (171,59 € | 189,00 USD)
 
ISBN (13):9783838124889
ISBN:383812488X
Product dimensions:15.24 x 22.86 cm
Broj stranica:276
Binding:Meki
Year:2011
Publisher:Sudwestdeutscher Verlag Fur Hochschulschrifte
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Description
This dissertation describes an interdisciplinary study that considers linguistic and psychological findings to perform computer-aided categorization of opinions and emotions in texts. It discusses various emotional corpora (movie reviews, weblogs, product reviews, and natural-language dialogues) and describes different approaches to affect classification of their texts: a statistical approach that utilizes lexical, deictic, stylometric, and grammatical information; a semantic approach that relies on emotional dictionaries and on deep grammatical analysis; a hybrid approach that combines the statistical approach and the semantic approach. Furthermore, this thesis explores affect sensing using multimodal fusion that utilizes lexical and acoustic data. In conclusion, the thesis discusses significant contributions and describes future work.



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