[Corpora-List] Opinion mining and lexical affect sensing
Alexander Osherenko
osherenko at gmx.de
Mon Oct 10 18:56:25 UTC 2011
Hello!
My dissertation has been published by SVH publishers and is available, for
example, at:
http://www.amazon.co.uk/Opinion-Mining-Lexical-Affect-Sensing/dp/383812488X/ref=sr_1_1?ie=UTF8&qid=1316524272&sr=8-1
Abstract: 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.
Sincerely
Alexander
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