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Predicate Acquisition for Opinion Holder Extraction

  • Opinion holder extraction is one of the most important tasks in sentiment analysis. We will briefly outline the importance of predicates for this task and categorize them according to part of speech and according to which semantic role they select for the opinion holder. For many languages there do not exist semantic resources from which such predicates can be easily extracted. Therefore, we present alternative corpus-based methods to gain such predicates automatically, including the usage of prototypical opinion holders, i.e. common nouns, denoting for example experts or analysts, which describe particular groups of people whose profession or occupation is to form and express opinions towards specific items.

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Author:Michael Wiegand
Parent Title (German):HIER 2013 - Proceedings des 8. Hildesheimer Evaluierungs- und Retrievalworkshop
Document Type:Conference Proceeding
Date of Publication (online):2013/07/08
Release Date:2013/07/08
Tag:Sentiment Analyse
Opinion Mining
GND Keyword:Computerlinguistik
First Page:41
Last Page:50
PPN:Link zum Katalog
Institutes:Fachbereich III / Informationswissenschaft und Sprachtechnologie
DDC classes:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft / 004 Informatik
Collections:Hildesheimer Evaluierungs- und Retrievalworkshop (HIER 2013)
Licence (German):License LogoCreative Commons - Namensnennung - Weitergabe unter gleichen Bedingungen 3.0