liu.seSearch for publications in DiVA
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Computing Semantic Clusters by Semantic Mirroring and Spectral Graph Partitioning
Linköping University, Department of Mathematics, Computational Mathematics. Linköping University, The Institute of Technology.ORCID iD: 0000-0003-2281-856X
Linköping University, Department of Computer and Information Science, Human-Centered systems. Linköping University, The Institute of Technology.
Linköping University, Department of Computer and Information Science, Human-Centered systems. Linköping University, The Institute of Technology.
Linköping University, Department of Mathematics, Computational Mathematics. Linköping University, The Institute of Technology.
2013 (English)In: Mathematics in Computer Science, ISSN 1661-8270, Vol. 7, 293-313 p.Article in journal (Refereed) Published
Abstract [en]

Using the technique of semantic mirroring a graph is obtained that represents words and their translationsfrom a parallel corpus or a bilingual lexicon. The connectedness of the graph holds information about the semanticrelations of words that occur in the translations. Spectral graph theory is used to partition the graph, which leadsto a grouping of the words in different clusters. We illustrate the method using a small sample of seed words froma lexicon of Swedish and English adjectives and discuss its application to computational lexical semantics andlexicography.

Place, publisher, year, edition, pages
Basel: Springer, 2013. Vol. 7, 293-313 p.
Keyword [en]
Semantics · Cluster · Bilingual · Dictionary · Mirroring · WordNet · Graph · Spectral · Partitioning · Adjacency · Graph Laplacian · Fiedler vector · Matrix · Eigenvector · Eigenvalue
National Category
Computational Mathematics
Identifiers
URN: urn:nbn:se:liu:diva-98175DOI: 10.1007/s11786-013-0159-4OAI: oai:DiVA.org:liu-98175DiVA: diva2:652390
Funder
Swedish Research Council
Available from: 2013-09-30 Created: 2013-09-30 Last updated: 2014-09-19

Open Access in DiVA

No full text

Other links

Publisher's full text

Authority records BETA

Eldén, LarsMerkel, MagnusAhrenberg, LarsFagerlund, Martin

Search in DiVA

By author/editor
Eldén, LarsMerkel, MagnusAhrenberg, LarsFagerlund, Martin
By organisation
Computational MathematicsThe Institute of TechnologyHuman-Centered systems
Computational Mathematics

Search outside of DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 253 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf