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Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks (CROSBI ID 602559)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Margan, Domagoj ; Martinčić-Ipšić, Sanda ; Meštrović, Ana Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks // 5th International Conference on Information Technologies and Information Society -ITIS 2013 / Levnajić, Zoran (ur.). Novo Mesto: Fakulteta za informacijske študije v Novem mestu, 2013. str. 89-96

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

Povezanost rada

Računarstvo, Informacijske i komunikacijske znanosti