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ASUNAM
2009
IEEE

Combining Social Network Analysis and Sentiment Analysis to Explore the Potential for Online Radicalisation

10 years 8 months ago
Combining Social Network Analysis and Sentiment Analysis to Explore the Potential for Online Radicalisation
The increased online presence of jihadists has raised the possibility of individuals being radicalised via the Internet. To date, the study of violent radicalisation has focused on dedicated jihadist websites and forums. This may not be the ideal starting point for such research, as participants in these venues may be described as “already madeup minds”. Crawling a global social networking platform, such as YouTube, on the other hand, has the potential to unearth content and interaction aimed at radicalisation of those with little or no apparent prior interest in violent jihadism. This research explores whether such an approach is indeed fruitful. We collected a large dataset from a group within YouTube that we identified as potentially having a radicalising agenda. We analysed this data using social network analysis and sentiment analysis tools, examining the topics discussed and what the sentiment polarity (positive or negative) is towards these topics. In particular, we focus ...
Adam Bermingham, Maura Conway, Lisa McInerney, Nei
Added 18 May 2010
Updated 18 May 2010
Type Conference
Year 2009
Where ASUNAM
Authors Adam Bermingham, Maura Conway, Lisa McInerney, Neil O'Hare, Alan F. Smeaton
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