On the role of words in the network structure of texts: application to authorship attribution

Camilo Akimushkin, Diego R. Amancio, Osvaldo N. Oliveira

Well-established automatic analyses of texts mainly consider frequencies of linguistic units, e.g. letters, words and bigrams, while methods based on co-occurrence networks conside…