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Extracting Domain Knowledge by Complex Networks Analysis of Wikipedia Entries


Matas, Neven; Martinčić-Ipšić, Sanda; Meštrović, Ana
Extracting Domain Knowledge by Complex Networks Analysis of Wikipedia Entries // Proceedings MIPRO junior - Student Papers / Biljanović, Petar (ur.).
Opatija, Hrvatska: Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2015. str. 1955-1960 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Extracting Domain Knowledge by Complex Networks Analysis of Wikipedia Entries

Autori
Matas, Neven ; Martinčić-Ipšić, Sanda ; Meštrović, Ana

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings MIPRO junior - Student Papers / Biljanović, Petar - Opatija, Hrvatska : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2015, 1955-1960

ISBN
978-953-233-083-0

Skup
IEEE 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2015)

Mjesto i datum
Opatija, Hrvatska, 25.-29.05.2015

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Complex networks; domain knowledge extraction; wikipedia

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
UniRi - 13.13.2.2.07

Ustanove
Sveučilište u Rijeci - Odjel za informatiku