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Semantic super networks: A case analysis of Wikipedia papers

Authors :
Taisiya Lebedeva
Alexander Goritov
Evgeny Kostyuchenko
Source :
AIP Conference Proceedings.
Publication Year :
2017
Publisher :
Author(s), 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.

Details

ISSN :
0094243X
Database :
OpenAIRE
Journal :
AIP Conference Proceedings
Accession number :
edsair.doi...........6424777f3cef332625bf2fa800bdeffb