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Semantic Super Networks: a Case Analysis of Wikipedia Papers.

Authors :
Kostyuchenko, Evgeny
Lebedeva, Taisiya
Goritov, Alexander
Source :
AIP Conference Proceedings; 2017, Vol. 1899, p1-7, 7p, 1 Color Photograph, 2 Diagrams, 1 Chart, 1 Graph
Publication Year :
2017

Abstract

An algorithm for constructing super-large semantic networks has been developed in current work. Algorithm was tested using the "Cosmos" category of the Internet encyclopedia "Wikipedia" as an example. During the implementation, a parser for the syntax analysis of Wikipedia pages was developed. A graph based on list of articles and categories was formed. On the basis of the obtained graph analysis, algorithms for finding domains of high connectivity in a graph were proposed and tested. Algorithms for constructing a domain based on the number of links and the number of articles in the current subject area is considered. The shortcomings of these algorithms are shown and explained, an algorithm is developed on their joint use. The possibility of applying a combined algorithm for obtaining the final domain is shown. The problem of instability of the received domain was discovered when starting an algorithm from two neighboring vertices related to the domain. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
1899
Database :
Complementary Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
126067258
Full Text :
https://doi.org/10.1063/1.5009889