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ThinkMind // DATA ANALYTICS 2016, The Fifth International Conference on Data Analytics // View article data_analytics_2016_3_10_60026


Multilingual Sentiment Analysis on Data of the Refugee Crisis in Europe

Authors:
Gayane Shalunts
Gerhard Backfried

Keywords: Multilingual sentiment analysis; refugee crisis

Abstract:
The refugee crisis in Europe was one of the biggest challenges in summer-autumn $2015$. The problem drew the highest attention in media and was the discussion topic of politicians and responsible organizations. The current article presents multilingual sentiment analysis of the traditional media content covering the topic. Sentiment analysis forms an integral part of multifaceted media analysis. The dataset comprises relevant articles from eighty of the most circulated traditional media sources in English, German, Russian and Spanish, compiled in the course of three months. The temporal sentiment classification per language demonstrates how the attitude towards the crisis differs across the languages and geographical areas. The further sentiment analysis and visualizations of various aspects illustrate in details the distribution of positivity/negativity among media sources and their target languages.

Pages: 45 to 50

Copyright: Copyright (c) IARIA, 2016

Publication date: October 9, 2016

Published in: conference

ISSN: 2308-4464

ISBN: 978-1-61208-510-4

Location: Venice, Italy

Dates: from October 9, 2016 to October 13, 2016

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