Differentiation between Normal and Shuffled Croatian Texts (CROSBI ID 610187)
Prilog sa skupa u zborniku | sažetak izlaganja sa skupa
Podaci o odgovornosti
Margan, Domagoj ; Meštrović, Ana ; Martinčić-Ipšić, Sanda
engleski
Differentiation between Normal and Shuffled Croatian Texts
Properties of normal and shuffled Croatian texts can be examined with complex networks measures. Here we present network properties of normal and shuffled Croatian texts for different shuffling principles: on the sentence level and on the text level. In both experiments we preserved the vocabulary size, word and sentence frequency distributions. Additionally, in the first shuffling approach we preserved the sentence structure of the text and the number of words per sentence. Obtained results showed that degree rank distributions exhibit no substantial deviation in shuffled networks, and strength rank distributions are preserved due to the same word frequencies. Therefore, standard approach to study the structure of linguistic co-occurrence networks showed no clear difference among the topologies of normal and shuffled texts. Finally, we showed that the in- and out- selectivity values from shuffled texts are constantly below selectivity values calculated from normal texts. Our results corroborate that the node selectivity measure can capture structural differences between original and shuffled Croatian texts.
complex networks; linguistic co-occurrence networks; shuffled texts; Croatian corpus
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Podaci o prilogu
9-9.
2014.
objavljeno
Podaci o matičnoj publikaciji
Adriatic Conference on Graph Theory and Complexity
Vukičević, Damir
Split: PMF Split
Podaci o skupu
2014 Adriatic Conference on Graph Theory and Complexity
predavanje
25.04.2014-27.04.2014
Split, Hrvatska