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Autori: Margan, Domagoj; Martinčić-Ipšić, Sanda; Meštrović, Ana
Naslov: Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks
( Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks )
Izvornik: 5th International Conference on Information Technologies and Information Society -ITIS 2013 / Levnajić, Zoran (ur.). - Novo mesto, Slovenija : Faculty of Information Studies in Novo mesto , 2013. 89-96.
Skup: 5th International Conference on Information Technologies and Information Society -ITIS 2013
Mjesto i datum: Novo mesto, Slovenija, 7-9.11.2013
Ključne riječi: complex networks; linguistic co-occurrence networks; Croatian corpus; stopwords
( complex networks; linguistic co-occurrence networks; Croatian corpus; stopwords )
Sažetak:
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.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Izvorni jezik: eng
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo,Informacijske i komunikacijske znanosti
URL Internet adrese: http://itis2013.fis.unm.si/wp-content/uploads/2013/12/ITIS2013-proceedings-final.pdf
Upisao u CROSBI: Sanda Martinčić - Ipšić (smarti@inf.uniri.hr), 18. Stu. 2013. u 10:54 sati



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