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  • Since the availability of social networks data and the range of these data, have significantly grown in recent years, new aspects have to be considered. In this paper, we use combination of Formal Concept Analysis and well-known matrix factorization methods to address computational complexity of social networks analysis and clarity of their visualization. The goal is to reduce the dimension of social network data, and to measure the amount of information, which has been lost, during the reduction. Presented example containing real data proves the feasibility of our approach.
  • Since the availability of social networks data and the range of these data, have significantly grown in recent years, new aspects have to be considered. In this paper, we use combination of Formal Concept Analysis and well-known matrix factorization methods to address computational complexity of social networks analysis and clarity of their visualization. The goal is to reduce the dimension of social network data, and to measure the amount of information, which has been lost, during the reduction. Presented example containing real data proves the feasibility of our approach. (en)
Title
  • On Social Networks Reduction
  • On Social Networks Reduction (en)
skos:prefLabel
  • On Social Networks Reduction
  • On Social Networks Reduction (en)
skos:notation
  • RIV/61989100:27240/09:00020953!RIV10-GA0-27240___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/09/1494)
http://linked.open...vai/riv/dodaniDat
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  • 331454
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  • RIV/61989100:27240/09:00020953
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  • social networks; formal concept analysis (en)
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http://linked.open...ontrolniKodProRIV
  • [4E8D6C563E15]
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  • Prague, CZECH REPUBLIC
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  • Berlin/Heidelberg
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  • FOUNDATIONS OF INTELLIGENT SYSTEMS, PROCEEDINGS
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  • Horák, Zdeněk
  • Snášel, Václav
  • Abraham, Ajith
  • Kocibova, Jana
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000270570200054
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-04124-2
http://localhost/t...ganizacniJednotka
  • 27240
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