Temporal Network Analysis of Literary Texts

Sandra D. Prado, Silvio R. Dahmen, Ana L. C. Bazzan, Padraig MacCarron, Ralph Kenna

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    19 Citations (Scopus)
    94 Downloads (Pure)

    Abstract

    We study temporal networks of characters in literature focussing on Alice’s Adventures in Wonderland (1865) by Lewis Carroll and the anonymous La Chanson de Roland (around 1100). The former, one of the most influential pieces of nonsense literature ever written, describes the adventures of Alice in a fantasy world with logic plays interspersed along the narrative. The latter, a song of heroic deeds, depicts the Battle of Roncevaux in 778 A.D. during Charlemagne’s campaign on the Iberian Peninsula. We apply methods recently developed by Taylor et al. [Taylor, D., Myers, S. A., Clauset, A., Porter, M. A. and Mucha, P. J., Eigenvector-based centrality measures for temporal networks, CoRR (2015).] to find time-averaged eigenvector centralities, Freeman indices and vitalities of characters. We show that temporal networks are more appropriate than static ones for studying stories, as they capture features that the time-independent approaches fail to yield.

    Publisher Statement: Electronic version of an article published as Advances in Complex Systems, 19, 3, 2016, 1650005 10.1142/S0219525916500053 © copyright World Scientific Publishing Company http://www.worldscientific.com/worldscinet/acs
    Original languageEnglish
    Article number1650005
    Number of pages19
    JournalAdvances in Complex Systems
    Volume19
    Issue number3
    DOIs
    Publication statusPublished - 5 Sept 2016

    Keywords

    • Structure and dynamics of complex networks
    • graph theory
    • networks and literature

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