Wpływ automatycznego tłumaczenia na wyniki automatycznej identyfikacji charakteru opinii konsumenckich
Machine translation impact on the results of the sentiment analysis
Author(s): Janusz Tuchowski, Katarzyna WójcikSubject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: text-mining; Web-mining; taxonomy; text document classification; opinion mining; sentiment analysis
Summary/Abstract: The main objective of paper is to determine the machine translation impact on the results of the sentiment analysis. In particular parts of the work firstly sentiment analysis is characterized. Secondly machine translation is shortly described. Next part of the work is devoted to opinions about products and services. The results of simulation analysis testing the influence of machine translation on the accuracy of sentiment analysis are the main content of next part of the paper. Finally there are conclusions and further research plans. Google Translate was used in the research as machine translation application. Computations are conducted in RapidMiner application.
Journal: Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu
- Issue Year: 2013
- Issue No: 279
- Page Range: 124-134
- Page Count: 11
- Language: Polish