Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks (CROSBI ID 602559)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Margan, Domagoj ; Martinčić-Ipšić, Sanda ; Meštrović, Ana
engleski
Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks
In this article, we investigate the structure of Croatian linguistic co-occurrence networks. We examine the change of network structure properties by systematically varying the co-occurrence window sizes, the corpus sizes and removing stopwords. In a cooccurrence window of size n we establish a link between the current word and n − 1 subsequent words. The results point out that the increase of the co-occurrence window size is followed by a decrease in diameter, average path shortening and expectedly condensing the average clustering coefficient. The same can be noticed for the removal of the stopwords. Finally, since the size of texts is reflected in the network properties, our results suggest that the corpus influence can be reduced by increasing the co-occurrence window size.
complex networks; linguistic co-occurrence networks; Croatian corpus; stopwords
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Podaci o prilogu
89-96.
2013.
objavljeno
Podaci o matičnoj publikaciji
5th International Conference on Information Technologies and Information Society -ITIS 2013
Levnajić, Zoran
Novo Mesto: Fakulteta za informacijske študije v Novem mestu
Podaci o skupu
5th International Conference on Information Technologies and Information Society (ITIS 2013)
predavanje
07.11.2013-09.11.2013
Novo Mesto, Slovenija