Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/129151
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Type: Conference paper
Title: #ArsonEmergency and Australia's "Black Summer": Polarisation and misinformation on social media
Author: Weber, D.
Nasim, M.
Falzon, L.
Mitchell, L.
Citation: Lecture Notes in Artificial Intelligence, 2020 / Duijn, M.J.V., Preuss, M., Spaiser, V., Takes, F.W., Verberne, S. (ed./s), vol.12259, pp.159-173
Publisher: Springer
Publisher Place: Switzerland
Issue Date: 2020
Series/Report no.: Lecture Notes in Computer Science; 12259
ISBN: 9783030618407
ISSN: 0302-9743
1611-3349
Conference Name: Multidisciplinary International Symposium on Disinformation in Open Online Media (MISDOOM) (26 Oct 2020 - 27 Oct 2020 : virtual online)
Editor: Duijn, M.J.V.
Preuss, M.
Spaiser, V.
Takes, F.W.
Verberne, S.
Statement of
Responsibility: 
Derek Weber, Mehwish Nasim, Lucia Falzon, and Lewis Mitchell
Abstract: During the summer of 2019-20, while Australia suffered unprecedented bushfires across the country, false narratives regarding arson and limited backburning spread quickly on Twitter, particularly using the hashtag #ArsonEmergency. Misinformation and bot- and troll-like behaviour were detected and reported by social media researchers and the news soon reached mainstream media. This paper examines the communication and behaviour of two polarised online communities before and after news of the misinformation became public knowledge. Specifically, the Supporter community actively engaged with others to spread the hashtag, using a variety of news sources pushing the arson narrative,while the Opposer community engaged less, retweeted more, and focused its use of URLs to link to mainstream sources, debunking the narratives and exposing the anomalous behaviour. This influenced the content of the broader discussion. Bot analysis revealed the active accounts were predominantly human, but behavioural and content analysis suggests Supporters engaged in trolling, though both communities used aggressive language.
Keywords: Social media; Information campaigns; Polarisation; Misinformation; Crisis
Rights: © Commonwealth of Australia 2020
DOI: 10.1007/978-3-030-61841-4_11
Published version: https://link.springer.com/book/10.1007%2F978-3-030-61841-4
Appears in Collections:Aurora harvest 8
Computer Science publications

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