Abstract
To what extent was the blogging about the recent Paris meeting on climate change polarized? This paper addresses this question by way of a series of analyses of a comprehensive corpus of English language blog posts about the negotiations to reach an agreement to mitigate climate change. We identify two groups of bloggers, the engaged bloggers and the contrarian bloggers and use the contents of their blog posts and the patterns in their linking to sources to characterize and compare the two groups. The paper combines computational methods and manual analyses and uses co-citation networks in an innovative way to characterize and compare the contexts of the linking in the two groups. We address challenges that using computational methods to study polarization in blogs raises. We argue that the ideological profiles of the sources the blogs link to are clear signals of polarization.
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References
Adamic, L.: The social link. In: Turow, J., Tsui, L. (eds.) The Hyperlinked Society, pp. 227–248. University of Michigan Press, Ann Arbor (2008)
Adamic, L., Glance, N.: The political blogosphere and the 2004 election: divided they blog. In: Proceedings of the 3rd International Workshop on Link Discovery, KDD 2005, pp. 36–43 (2005)
Bakshy, E., Messing, E., Adamic, L., et al.: Exposure to ideologically diverse news and opinion on facebook. Science 348, 1130–1132 (2015)
British National Corpus homepage. http://www.natcorp.ox.ac.uk/
COP21, Wikipepedia article. https://en.wikipedia.org/wiki/2015_United_Nations_Climate_Change_Conference
Dunlap, R.E., McCright, M.J.: Organized climate change denial. In: Dryzek, J.S., Norgaard, R.B., Schlosberg, D. (eds.) The Oxford Handbook of Climate Change and Society. Oxford University Press, New York (2011)
Elgesem, D., Steskal, L., Diakopoulos, N.: Structure and content of the discourse on climate change in the blogosphere: the big picture. Environ. Commun. 9(2), 169–188 (2015)
Isenberg, D.J.: Group polarization: a critical review and meta-analysis. J. Pers. Soc. Psychol. 50, 1141–1151 (1986)
Fiske, S.T., Taylor, S.E.: Social Cognition – from Brains to Culture. SAGE, Los Angeles (2013)
Guera, P.H.C., et al.: A measure of polarization on social media networks based on community boundaries. In: Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media (2013)
Himelboim, I., et al.: Birds of a feather tweet together: integrating network and content analyses to examine cross-ideology exposure on Twitter. J. Comput. Mediat. Commun. 18(2), 40–60 (2013)
Hulme, M.: Why We Disagree About Climate Change. Cambridge University Press, Cambridge (2009)
Lodge, M., Taber, C.S.: Motivated political reasoning. In: The Rationalizing Voter. Cambridge University Press, Cambridge (2013). (Chapter 7)
iGraph (2017). http://igraph.org/r/
Mallet (2017).https://cran.r-project.org/web/packages/mallet/mallet.pdf
Mann, M.E.: The Hockey Stick and the Climate Wars. Columbia University Press, New York (2012)
Salway, A., Elgesem, D., Hofland, K., Reigem, Ø., Steskal, L.: Topically-focused blog corpora for multiple languages. In: Proceedings of the 10th Web as Corpus Workshop (WAC-X) (2016)
Sharman, A.: Mapping the climate sceptical blogosphere. Glob. Environ. Change 26, 159–170 (2014)
Sunstein, C.: #republic. Princeton University Press, Princeton (2017)
Turner, J.C., et al.: Rediscovering the Social Group: A Self-Categorization Theory. Basil Blackwell, New York (1987)
Washingthon, H., Cook, J.: Climate Change Denial. Earthscan, London (2011)
Wordsmith homepage. http://www.lexically.net/wordsmith/
Yardi, S., Boyd, D.: Dynamic debates: an analysis of group polarization over time on Twitter. Bull. Sci. Technol. Soc. 30(5), 316–327 (2010)
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Elgesem, D. (2017). Polarization in Blogging About the Paris Meeting on Climate Change. In: Ciampaglia, G., Mashhadi, A., Yasseri, T. (eds) Social Informatics. SocInfo 2017. Lecture Notes in Computer Science(), vol 10539. Springer, Cham. https://doi.org/10.1007/978-3-319-67217-5_12
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DOI: https://doi.org/10.1007/978-3-319-67217-5_12
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