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Opinion Mining and Lexical Affect Sensing: Computer-aided analysis of opinions and emotions in texts - Softcover
Inhaltsangabe
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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Über die Autorin bzw. den Autor
Alexander Osherenko graduated from University of Applied Sciences, Hamburg with the B.Sc. degree in computer science. He obtained his M. Sc. degree in computer science from Humboldt University, Berlin and the PhD degree from University of Augsburg, Germany.
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Opinion mining and lexical affect sensing | Computer-aided analysis of opinions and emotions in texts
Verlag:
Südwestdeutscher Verlag für Hochschulschriften AG Co. KG, 2015
ISBN 10: 383812488X
ISBN 13: 9783838124889
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Taschenbuch. Zustand: Neu. Opinion mining and lexical affect sensing | Computer-aided analysis of opinions and emotions in texts | Alexander Osherenko | Taschenbuch | Paperback | 276 S. | Englisch | 2015 | Südwestdeutscher Verlag für Hochschulschriften AG Co. KG | EAN 9783838124889 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Artikel-Nr. 107052364
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Opinion mining and lexical affect sensing
ISBN 10: 383812488X
ISBN 13: 9783838124889
Neu
Taschenbuch
Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. Neuware -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.Books on Demand GmbH, Überseering 33, 22297 Hamburg 276 pp. Englisch. Artikel-Nr. 9783838124889
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