Zielonogórska Biblioteka Cyfrowa udostępnia 63 052 obiektów cyfrowych
Obiekt
Tytuł: Local dependency in networks
Creator:
Kudělka, Miloš ; Zehnalová, Šárka ; Horák, Zdeněk ; Krömer, Pavel ; Snášel, Václav
Date:
Resource Type:
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
Many real world data and processes have a network structure and can usefully be represented as graphs. Network analysis focuses on the relations among the nodes exploring the properties of each network. We introduce a method for measuring the strength of the relationship between two nodes of a network and for their ranking. This method is applicable to all kinds of networks, including directed and weighted networks. The approach extracts dependency relations among the network`s nodes from the structure in local surroundings of individual nodes. ; For the tasks we deal with in this article, the key technical parameter is locality. Since only the surroundings of the examined nodes are used in computations, there is no need to analyze the entire network. This allows the application of our approach in the area of large-scale networks. We present several experiments using small networks as well as large-scale artificial and real world networks. The results of the experiments show high effectiveness due to the locality of our approach and also high quality node ranking comparable to PageRank.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, volume 25, number 2 (2015) ; kliknij tutaj, żeby przejść
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Kolekcje, do których przypisany jest obiekt:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2015)
Data ostatniej modyfikacji:
14 lip 2025
Data dodania obiektu:
30 kwi 2024
Liczba wyświetleń treści obiektu:
109
Wszystkie dostępne wersje tego obiektu:
https://zbc.uz.zgora.pl/publication/88870
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 1 (2015)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 2 (2015)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 3 (2015)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 25, number 4 (2015)
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| Nazwa wydania | Data |
|---|---|
| Local dependency in networks | 14 lip 2025 |
Obiekty Podobne
Kukluk, Jacek P. Holder, Lawrence B. Cook, Diane J. Kasiński, Andrzej - ed. Ponulak, Filip - ed.
Gurgul, Piotr Jopek, Konrad Pingali, Keshav Paszyńska, Anna Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Liu, Pin-Lin Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
