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Opinion Mining and Lexical Affect Sensing

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Opinion Mining and Lexical Affect Sensing Alexander Osherenko
Libristo kod: 07036867
This dissertation describes an interdisciplinary study that considers linguistic and psychological f... Cijeli opis
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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.

Informacije o knjizi

Puni naziv Opinion Mining and Lexical Affect Sensing
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2011
Broj stranica 276
EAN 9783838124889
ISBN 383812488X
Libristo kod 07036867
Težina 408
Dimenzije 152 x 229 x 16
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