loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Serge Klimenkov ; Evgenij Tsopa ; Alexey Pismak and Alexander Yarkeev

Affiliation: ITMO University, Russian Federation

ISBN: 978-989-758-203-5

Keyword(s): Semantic Analysis, Semantic Network, Semantic Web, Natural Language Processing, Wiktionary, Russian Language.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Data Engineering ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Ontology Engineering ; Ontology Matching and Alignment ; Symbolic Systems

Abstract: There were several attempts to retrieve semantic relations from free, online Wiktionary for Russian language. Previous works combine automatic parsing of wiki snapshot with experts’ assistance. Our main goal is to create machine readable lexical ontology from Russian Wiktionary, maximally close to its online state. This article provides approach to automatic creation of explicit and implicit semantic relations between words (lexemes) and meanings (senses) to provide exact relations from sense to sense. Explicit semantic relations are constructed comparatively easy. For example, if the lexeme contains single sense, then all relations that point to the lexeme will point to this single sense. Reconstruction of implicit relations relies on logical conclusions from already created explicit ones. Several algorithms for implicit semantic links were developed and tested on Russian Wiktionary. There were parsed more than 550000 online pages, containing about 250000 Russian lexemes wit h about 500000 senses in them, but only about 20% of these senses were linked with at least one external lexeme. About 47% of explicitly existing links were resolved as “sense-to-sense” relations and about 28% of new implicit “sense-to-sense” links were reconstructed. 53% of lexemes’ references could not be resolved to exact sense. (More)

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.229.142.175

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Klimenkov, S.; Tsopa, E.; Pismak, A. and Yarkeev, A. (2016). Reconstruction of Implied Semantic Relations in Russian Wiktionary.In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2016) ISBN 978-989-758-203-5, pages 74-80. DOI: 10.5220/0006038900740080

@conference{keod16,
author={Serge Klimenkov. and Evgenij Tsopa. and Alexey Pismak. and Alexander Yarkeev.},
title={Reconstruction of Implied Semantic Relations in Russian Wiktionary},
booktitle={Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2016)},
year={2016},
pages={74-80},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006038900740080},
isbn={978-989-758-203-5},
}

TY - CONF

JO - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2016)
TI - Reconstruction of Implied Semantic Relations in Russian Wiktionary
SN - 978-989-758-203-5
AU - Klimenkov, S.
AU - Tsopa, E.
AU - Pismak, A.
AU - Yarkeev, A.
PY - 2016
SP - 74
EP - 80
DO - 10.5220/0006038900740080

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.