About: Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems     Goto   Sponge   NotDistinct   Permalink

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Description
  • We present an application of concepts of agent, role and group to the hybrid intelligence data-mining tasks. The computational MAS model is formalized in axioms of description logic. Two key functionalities - matchmaking and correctness verification in the MAS - are provided by the role model together with reasoning techniques which are embodied in specific ontology agent. Apart from a simple computational MAS scenario, other configurations such as pre-processing, meta-learning, or ensemble methods are dealt with.
  • We present an application of concepts of agent, role and group to the hybrid intelligence data-mining tasks. The computational MAS model is formalized in axioms of description logic. Two key functionalities - matchmaking and correctness verification in the MAS - are provided by the role model together with reasoning techniques which are embodied in specific ontology agent. Apart from a simple computational MAS scenario, other configurations such as pre-processing, meta-learning, or ensemble methods are dealt with. (en)
Title
  • Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems
  • Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems (en)
skos:prefLabel
  • Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems
  • Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems (en)
skos:notation
  • RIV/00216208:11320/13:10194238!RIV14-MSM-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • I, P(GAP202/11/1368), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 103424
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/13:10194238
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • closed-world assumption; matchmaking; description logic; computational intelligence; data-mining; role-based models; MAS (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [BD407EA57148]
http://linked.open...v/mistoKonaniAkce
  • Valencia, Spain
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...i/riv/nazevZdroje
  • 8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Neruda, Roman
  • Kazík, Ondřej
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-36288-0_4
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag. (Berlin; Heidelberg)
https://schema.org/isbn
  • 978-3-642-36287-3
http://localhost/t...ganizacniJednotka
  • 11320
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