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Temporal Network Analysis of Literary Texts

2016/02/22 by Prado, Sandra D., Dahmen, Silvio R., Bazzan, Ana L. C. +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph)

paper · doi:10.48550/arxiv.1602.07275

Abstract

We study temporal networks of characters in literature focusing 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 and coworkers \citeTaylor+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.

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