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Comparison of the language networks from literature and blogs (CROSBI ID 611375)

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

Šišović, Sabina ; Martinčić-Ipšić, Sanda ; Meštrović, Ana Comparison of the language networks from literature and blogs // Proceedings MIPRO junior - Student Papers / Biljanović, Petar (ur.). Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2014. str. 1824-1829

Podaci o odgovornosti

Šišović, Sabina ; Martinčić-Ipšić, Sanda ; Meštrović, Ana

engleski

Comparison of the language networks from literature and blogs

In this paper we present the comparison of the linguistic networks from literature and blog texts. The linguistic networks are constructed from texts as directed and weighted co- occurrence networks of words. Words are nodes and links are established between two nodes if they are directly co-occurring within the sentence. The comparison of the networks structure is performed at global level (network) in terms of: average node degree, average shortest path length, diameter, clustering coefficient, density and number of components. Furthermore, we perform analysis on the local level (node) by comparing the rank plots of in and out degree, strength and selectivity. The selectivity-based results point out that there are differences between the structure of the networks constructed from literature and blogs.

Complex Networks; Language Networks; Text Differentiation; Selectivity measure

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Podaci o prilogu

1824-1829.

2014.

objavljeno

Podaci o matičnoj publikaciji

Proceedings MIPRO junior - Student Papers

Biljanović, Petar

Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO

978-953-233-078-6

Podaci o skupu

MIPRO 2014

predavanje

25.05.2014-29.05.2014

Opatija, Hrvatska

Povezanost rada

Računarstvo, Informacijske i komunikacijske znanosti