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Opinion Mining and Lexical Affect Sensing

Name: Opinion Mining and Lexical Affect Sensing
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 07036867
Price: 79.99 EUR
Availability: InStock
Author: Alexander Osherenko
ISBN: 9783838124889

Alexander Osherenko

Language

English

Book Paperback

Libristo code: 07036867

Publishers Sudwestdeutscher Verlag Fur Hochschulschriften AG, April 2011

This dissertation describes an interdisciplinary study that considers linguistic and psychological f... Full description

Libristo code: 07036867

194 b

79.99 €

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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.