Extracting Domain Knowledge by Complex Networks Analysis of Wikipedia Entries (CROSBI ID 625043)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Matas, Neven ; Martinčić-Ipšić, Sanda ; Meštrović, Ana
engleski
Extracting Domain Knowledge by Complex Networks Analysis of Wikipedia Entries
In this paper we describe a complex networks analysis of Wikipedia. We construct 10 different networks from Wikipedia entries (articles) related to the chosen domain. The goal of the experiment is to extract domain knowledge in terms of identifying entries that are centrally positioned and entries that are strongly related. We apply complex networks analysis on all acquired networks and examine the networks’ structure. We employ centrality measures in order to find centrally positioned entries in the network. Furthermore we identify communities and find which entries are densely connected according to the network structure.
complex networks; domain knowledge extraction; wikipedia
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Podaci o prilogu
1955-1960.
2015.
objavljeno
Podaci o matičnoj publikaciji
Proceedings MIPRO junior - Student Papers
Biljanović, Petar
Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO
978-953-233-083-0
1847-3946
Podaci o skupu
MIPRO 2015
predavanje
25.05.2015-29.05.2015
Opatija, Hrvatska