Naslov
The Multilayer Networks for Language

Autori
Martinčić-Ipšić, Sanda

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni

Izvornik
COSTNET17 / Klemm, Konstantin - Palma de Mallorca : IFISC, University of the Balearic Islands, 2017, 28-28

Skup
COSTNET17

Mjesto i datum
Palma de Mallorca, Spain, 25.10.2017. - 27.10.2017

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
complex networks, language complex networks, multilayer networks

Sažetak
We introduce the multilayer networks for language–a unified framework for modeling linguistic subsystems and their structural properties and exploring their mutual interactions [1]. Language can be represented as complex networks: vertices are linguistic units and links their relations. The language multilayer network is defined by three aspects: network construction principle, linguistic subsystem and language of interest. More precisely, we construct a word-level (syntax, shuffled and co-occurrence) and a subword-level (syllables and graphemes) network layers, from five variations of English and Croatian texts. The results show that there are differences in the structures of lang. subsystems, which are hidden during the exploration of an isolated layer. The word-level layers share structural properties regardless of the language, while subword-level expresses language dependent properties.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

Napomena
Https://costnet.webhosting.rug.nl/dokuwiki/lib/exe /fetch.php?media=ev:2017:bookofabstracts.pdf

POVEZANOST RADA