Local Dependency in Networks

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096673" target="_blank" >RIV/61989100:27240/15:86096673 - isvavai.cz</a>

Alternative codes found

RIV/61989100:27740/15:86096673

Result on the web

<a href="http://dx.doi.org/10.1515/amcs-2015-0022" target="_blank" >http://dx.doi.org/10.1515/amcs-2015-0022</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1515/amcs-2015-0022" target="_blank" >10.1515/amcs-2015-0022</a>

Result language

angličtina

Original language name

Local Dependency in Networks

Original language description

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 ofthe 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 structurein 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 effecti

Czech name

—

Czech description

—

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

—

Project

<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2015

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

International Journal of Applied Mathematics and Computer Science

ISSN

1641-876X

e-ISSN

—

Volume of the periodical

25

Issue of the periodical within the volume

2

Country of publishing house

PL - POLAND

Number of pages

13

Pages from-to

281-293

UT code for WoS article

000358017900008

EID of the result in the Scopus database

2-s2.0-84934268517