About: Building A Thesaurus Using LDA-Frames

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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
rdfs:seeAlso	http://raslan2012.nlp-consulting.net/
Description	In this paper we present a new method for measuring semantic relatedness of lexical units, which can be used to generate a thesaurus automatically. The method is based on a comparison of probability distributions of semantic frames generated using the LDA-frames algorithm. The idea is evaluated by measuring the overlap of WordNet synsets and generated semantic clusters. The results show that the method outperforms another automatic approach used in the Sketch Engine project. In this paper we present a new method for measuring semantic relatedness of lexical units, which can be used to generate a thesaurus automatically. The method is based on a comparison of probability distributions of semantic frames generated using the LDA-frames algorithm. The idea is evaluated by measuring the overlap of WordNet synsets and generated semantic clusters. The results show that the method outperforms another automatic approach used in the Sketch Engine project. (en)
Title	Building A Thesaurus Using LDA-Frames Building A Thesaurus Using LDA-Frames (en)
skos:prefLabel	Building A Thesaurus Using LDA-Frames Building A Thesaurus Using LDA-Frames (en)
skos:notation	RIV/00216224:14330/12:00062319!RIV13-MSM-14330___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(LM2010013), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Materna, Jiří
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	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	125660
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/12:00062319
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	LDA-frames; thesaurus (en)
http://linked.open.../riv/klicoveSlovo	thesaurus LDA-frames
http://linked.open...ontrolniKodProRIV	[A986F4956FEB]
http://linked.open...v/mistoKonaniAkce	Karlova Studánka, Czech Republic
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	6th Workshop on Recent Advances in Slavonic Natural Language Processing
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	LINDAT-CLARIN: Institute for analysis, processing and distribution of linguistic data
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Materna, Jiří
http://linked.open...vavai/riv/typAkce	CST - Celostátní
http://linked.open.../riv/zahajeniAkce	2012-12-07 (xsd:date)
number of pages	7 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Tribun EU
https://schema.org/isbn	9788026303138
http://localhost/t...ganizacniJednotka	14330

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