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Description
  • We introduce a new system that employs graph mining methods for evaluation of logical proofs constructed by undergraduate students. First, the source data are described. As particular tasks may differ - students solve different tasks - we introduce a method for unification of resolution steps that enables to generate generalized frequent subgraphs. We then present a new system for graph mining that uses generalized frequent patterns as new attributes. We show that both overall accuracy and precision for incorrect resolution proofs overcome 97%.
  • We introduce a new system that employs graph mining methods for evaluation of logical proofs constructed by undergraduate students. First, the source data are described. As particular tasks may differ - students solve different tasks - we introduce a method for unification of resolution steps that enables to generate generalized frequent subgraphs. We then present a new system for graph mining that uses generalized frequent patterns as new attributes. We show that both overall accuracy and precision for incorrect resolution proofs overcome 97%. (en)
Title
  • Graph Mining for Automatic Classification of Logical Proofs
  • Graph Mining for Automatic Classification of Logical Proofs (en)
skos:prefLabel
  • Graph Mining for Automatic Classification of Logical Proofs
  • Graph Mining for Automatic Classification of Logical Proofs (en)
skos:notation
  • RIV/00216224:14330/13:00070399!RIV14-MSM-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • 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
  • 76835
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/13:00070399
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • graph mining; frequent subgraphs; technology-enhanced learning; logic proofs; resolution; classification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [0D23CC23E1B3]
http://linked.open...v/mistoKonaniAkce
  • Ostrava
http://linked.open...i/riv/mistoVydani
  • Ostrava
http://linked.open...i/riv/nazevZdroje
  • Datakon a Znalosti 2013
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Popelínský, Lubomír
  • Vaculík, Karel
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Vysoká škola báňská - Technická univerzita Ostrava
https://schema.org/isbn
  • 9788024831893
http://localhost/t...ganizacniJednotka
  • 14330
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