Semantic vector spaces a Finnish perspective

Tässä tutkielmassa käsitellään semanttisia vektoriavaruuksia, sekä laskennallista kielitiedettä suomen kielen näkökulmasta. Tutkielmassa esitellään kielitieteellinen viitekehys, jonka puitteissa matemaattinen kielenmallinus tapahtuu. Vektoriavaruuksien ominaisuuksia tarkastellaan kolmen mallin puitt...

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Main Author: Puuska, Samir
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä
Format: Master's thesis
Language:eng
Published: 2019
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/65404
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author Puuska, Samir
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_facet Puuska, Samir Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Puuska, Samir Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_sort Puuska, Samir
datasource_str_mv jyx
description Tässä tutkielmassa käsitellään semanttisia vektoriavaruuksia, sekä laskennallista kielitiedettä suomen kielen näkökulmasta. Tutkielmassa esitellään kielitieteellinen viitekehys, jonka puitteissa matemaattinen kielenmallinus tapahtuu. Vektoriavaruuksien ominaisuuksia tarkastellaan kolmen mallin puitteissa. Mallien perustella osoitetaan, että semanttiset vektoriavaruusmallit kykenevät mallintamaan semanttisia merkityksiä lähdetekstin mukaisesti. In this thesis we explore semantic vector spaces and computational linguistics from the perspective of the Finnish language. We present the linguistic landscape surrounding mathematical language modeling. The properties of semantic vector spaces are studied using three models. The models indicate that semantic vector space models are capable of representing semantic meanings according as it occurred in the source data.
first_indexed 2019-09-03T20:06:13Z
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spellingShingle Puuska, Samir Semantic vector spaces : a Finnish perspective semanttiset vektoriavaruudet luonnollisen kielen prosessointi Tietotekniikka Mathematical Information Technology 602 kielitiede semantiikka tekstianalyysi linguistics semantics textual analysis
title Semantic vector spaces : a Finnish perspective
title_full Semantic vector spaces : a Finnish perspective
title_fullStr Semantic vector spaces : a Finnish perspective Semantic vector spaces : a Finnish perspective
title_full_unstemmed Semantic vector spaces : a Finnish perspective Semantic vector spaces : a Finnish perspective
title_short Semantic vector spaces
title_sort semantic vector spaces a finnish perspective
title_sub a Finnish perspective
title_txtP Semantic vector spaces : a Finnish perspective
topic semanttiset vektoriavaruudet luonnollisen kielen prosessointi Tietotekniikka Mathematical Information Technology 602 kielitiede semantiikka tekstianalyysi linguistics semantics textual analysis
topic_facet 602 Mathematical Information Technology Tietotekniikka kielitiede linguistics luonnollisen kielen prosessointi semantics semantiikka semanttiset vektoriavaruudet tekstianalyysi textual analysis
url https://jyx.jyu.fi/handle/123456789/65404 http://www.urn.fi/URN:NBN:fi:jyu-201909034010
work_keys_str_mv AT puuskasamir semanticvectorspacesafinnishperspective