About: WEBSOM Method - Word Categories in Czech Written Documents     Goto   Sponge   NotDistinct   Permalink

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Description
  • We applied well-known WEBSOM method (based on two layer architecture) to categorization of Czech written documents. Our research was focused on the syntactic and semantic relationship within word categories of word category map (WCM). The document classification system was tested on a subset of 100 documents (manual work was necessary) from the corpus of Czech News Agency documents. The result confirmed that WEBSOM method could be hardly evaluated because humans have problems with natural language semantics and determination of semantic domains from word categories.
  • We applied well-known WEBSOM method (based on two layer architecture) to categorization of Czech written documents. Our research was focused on the syntactic and semantic relationship within word categories of word category map (WCM). The document classification system was tested on a subset of 100 documents (manual work was necessary) from the corpus of Czech News Agency documents. The result confirmed that WEBSOM method could be hardly evaluated because humans have problems with natural language semantics and determination of semantic domains from word categories. (en)
Title
  • WEBSOM Method - Word Categories in Czech Written Documents
  • WEBSOM Method - Word Categories in Czech Written Documents (en)
skos:prefLabel
  • WEBSOM Method - Word Categories in Czech Written Documents
  • WEBSOM Method - Word Categories in Czech Written Documents (en)
skos:notation
  • RIV/49777513:23520/09:00502085!RIV10-MSM-23520___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(2C06009)
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
  • 351827
http://linked.open...ai/riv/idVysledku
  • RIV/49777513:23520/09:00502085
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • WEBSOM; Czech written document; word category map; document category map; semantics of natural langure (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [B170AC566CB9]
http://linked.open...v/mistoKonaniAkce
  • Plzeň
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...i/riv/nazevZdroje
  • Text, Speech and Dialogue
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
  • Mouček, Roman
  • Mautner, Pavel
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000270445700013
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-04207-2
http://localhost/t...ganizacniJednotka
  • 23520
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