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Pregled bibliografske jedinice broj: 926187

Zbornik radova

Autori: Meštrović, Ana
Naslov: Collaboration Networks Analysis: Combining Structural and Keyword-Based Approaches
Izvornik: International KEYSTONE Conference on Semantic Keyword-Based Search on Structured Data Sources / Szymański, Julian ; Velegrakis, Yannis (ur.). - Gdańsk, Poland : Springer , 2017. 111-122 (ISBN: 978-3-319-74496-4).
ISSN: 0302-9743
Skup: Third International KEYSTONE Conference, IKC 2017
Mjesto i datum: Gdańsk, Poland, 11-12.10.2017.
Ključne riječi: Social Networks Analysis, Collaboration Networks, Keyword-based Community Detection
Sažetak:
This paper proposes a method for the analysis of the characteristics of collaboration networks. The method uses social network analysis metrics which are especially applicable to directed and weighted collaboration networks. By using the proposed method it is possible to investigate the global structure of the collaboration networks, such as density, centralisation, assortativity and the dynamics of network growth. Furthermore, the method proposes appropriate network centrality measures (degree and its variations for directed and weighted networks) for ranking the nodes. In addition the proposed method combines a keyword based approach and Louvain algorithm for the community detection task. Next, the paper describes a case study in which the proposed method is applied to the collaboration networks emerged from STSMs on the KEYSTONE COST Action.
Rad je indeksiran u
bazama podataka:
Scopus
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: LangNet
Izvorni jezik: ENG
Kategorija: Znanstveni
URL Internet adrese: https://link.springer.com/book/10.1007/978-3-319-74497-1
Upisao u CROSBI: Ana Meštrović (amestrovic@inf.uniri.hr), 19. Vel. 2018. u 09:17 sati



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