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Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis | IEEE Conference Publication | IEEE Xplore

Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis


Abstract:

We propose an analytical framework able to investigate discussions about polarized topics in online social networks from many different angles. The framework supports the...Show More

Abstract:

We propose an analytical framework able to investigate discussions about polarized topics in online social networks from many different angles. The framework supports the analysis of social networks along several dimensions: time, space and sentiment. We show that the proposed analytical framework and the methodology can be used to mine knowledge about the perception of complex social phenomena. We selected the refugee crisis discussions over Twitter as a case study. This difficult and controversial topic is an increasingly important issue for the EU. The raw stream of tweets is enriched with space information (user and mentioned locations), and sentiment (positive vs. negative) w.r.t. refugees. Our study shows differences in positive and negative sentiment in EU countries, in particular in UK, and by matching events, locations and perception, it underlines opinion dynamics and common prejudices regarding the refugees.
Date of Conference: 18-21 August 2016
Date Added to IEEE Xplore: 24 November 2016
ISBN Information:
Conference Location: San Francisco, CA, USA

I. Introduction

We are recently witnessing one of the largest movement of migrants and refugees from Asian, African and Middle-east countries towards Europe. The United Nations High Commissioner for Refugees (UNHCR) estimates one million of refugees arrived to the Mediterranean coasts in 2015 mainly from Syria (49%), Afghanistan (21%) and Iraq (8%). Figure 1 reports main routes to EU coasts and to northern Europe. The largest wave of arrivals started in August 2015 following a main route through Turkey, Greece, Macedonia, Hungary and Austria to Germany, France, UK and other northern European countries. Since then, this phenomenon has been in spotlight of the media, which have reported an increasing number of events related to migrants, such as the additional border controls established by Hungary, Austria and Germany, the several incidents involving refugees, or the story of the young Syrian boy found dead on the seashore in Turkey in September 2015.

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