Publication Details

Using WordNet for Opinion Mining

SMRŽ, P. Using WordNet for Opinion Mining. In Proceedings of the Third International WordNet Conference, GWC 2006. Brno: Masaryk University, 2006. p. 333-335. ISBN: 80-210-3915-9.

Czech title

Type

conference paper

Language

English

Authors

Smrž Pavel, doc. RNDr., Ph.D. (DCGM)

Keywords

wordnet, opinion mining

Abstract

This paper deals with lexical resources applied for opinion mining - the identification and extraction of opinions from free texts. Opinion mining comprises the segmentation of documents, passages, sentences, or phrases to objective (factual) and subjective parts, and the evaluation of the subjective attitude toward a given fact. We briefly introduce an automatic system that was designed to crawl various information sources available on the Web - newspapers, Internet blogs and forums - to collect and identify different opinions on a given topic and to report diversity of opinions across languages and countries. A special attention is paid to linguistic resources used, especially to wordnet extensions that play a crucial role in the identification of subjective expressions.

Published

2006

Pages

333–335

Proceedings

Proceedings of the Third International WordNet Conference, GWC 2006

ISBN

80-210-3915-9

Publisher

Masaryk University

Place

Brno

BibTeX

@inproceedings{BUT22412,
  author="Pavel {Smrž}",
  title="Using WordNet for Opinion Mining",
  booktitle="Proceedings of the Third International WordNet Conference, GWC 2006",
  year="2006",
  pages="333--335",
  publisher="Masaryk University",
  address="Brno",
  isbn="80-210-3915-9"
}