About: An ACO inspired weighting approach for the spectral partitioning of co-authorship networks

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Spectral partitioning is a well known method in the area of graph and matrix analysis. Several approaches based on spectral partitioning and spectral clustering were used to detect structures in real world networks and databases. In this paper, we use the spectral partitioning to detect communities in a co-authorship network. The partitioning depends heavily on the weighting of the underlying network. We use an intuitive weighting scheme based on the ant colony optimization and show the communities found by spectral partitioning when using the ACO inspired weighting and when using trivial weighting based on the number of interactions between the authors. Spectral partitioning is a well known method in the area of graph and matrix analysis. Several approaches based on spectral partitioning and spectral clustering were used to detect structures in real world networks and databases. In this paper, we use the spectral partitioning to detect communities in a co-authorship network. The partitioning depends heavily on the weighting of the underlying network. We use an intuitive weighting scheme based on the ant colony optimization and show the communities found by spectral partitioning when using the ACO inspired weighting and when using trivial weighting based on the number of interactions between the authors. (en)
Title	An ACO inspired weighting approach for the spectral partitioning of co-authorship networks An ACO inspired weighting approach for the spectral partitioning of co-authorship networks (en)
skos:prefLabel	An ACO inspired weighting approach for the spectral partitioning of co-authorship networks An ACO inspired weighting approach for the spectral partitioning of co-authorship networks (en)
skos:notation	RIV/61989100:27740/12:86084955!RIV13-MSM-27740___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Snášel, Václav Platoš, Jan Krömer, Pavel Kudělka, Miloš
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola báňská - Technická univerzita Ostrava / IT4Innovations
http://linked.open...dnocenehoVysledku	121857
http://linked.open...ai/riv/idVysledku	RIV/61989100:27740/12:86084955
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	weighting; spectral partitioning; co-authorship; ant colony optimization; algebraic connectivity; DBLP (en)
http://linked.open.../riv/klicoveSlovo	DBLP ant colony optimization co-authorship spectral partitioning algebraic connectivity weighting
http://linked.open...ontrolniKodProRIV	[6DD3861C352C]
http://linked.open...v/mistoKonaniAkce	Brisbane
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	2012 IEEE Congress on Evolutionary Computation (CEC), 2012
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	IT4Innovations Centre of Excellence
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Horák, Zdeněk Krömer, Pavel Platoš, Jan Snášel, Václav Kudělka, Miloš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000312859300008
http://linked.open.../riv/zahajeniAkce	2012-06-10 (xsd:date)
number of pages	7 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/CEC.2012.6252863
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4673-1509-8
http://localhost/t...ganizacniJednotka	27740

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