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Multilingual Sentiment Analysis on Data of the Refugee Crisis in Europe

机译:欧洲难民危机数据的多语言情感分析

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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.
机译:欧洲的难民危机是2015年秋季最大的挑战之一。问题在于媒体的最高关注,是政治家和负责任组织的讨论主题。本文提出了涵盖主题的传统媒体内容的多语言情感分析。情绪分析形成多方面媒体分析的一个组成部分。该数据集包括来自英语,德语,俄语和西班牙语最多的传统传统媒体来源的有关文章,在三个月内编制。每种语言的时间情绪分类展示了对危机的态度如何与语言和地理区域不同。各个方面的进一步情绪分析和可视化阐述了媒体来源和目标语言之间的积极性/消极性的分布。

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