DC Field | Value | Language |
---|---|---|
dc.contributor.author | Nies, Tom De | ko |
dc.contributor.author | Beecks, Christian | ko |
dc.contributor.author | Godin, Frederic | ko |
dc.contributor.author | De Neve, Wesley | ko |
dc.contributor.author | Stepien, Grzegorz | ko |
dc.contributor.author | Arndt, Dorthe | ko |
dc.contributor.author | Vocht, Laurens De | ko |
dc.contributor.author | Verborgh, Ruben | ko |
dc.contributor.author | Seidl, Thomas | ko |
dc.contributor.author | Mannens, Erik | ko |
dc.contributor.author | Walle, Rik Van De | ko |
dc.date.accessioned | 2023-10-05T11:00:35Z | - |
dc.date.available | 2023-10-05T11:00:35Z | - |
dc.date.created | 2023-10-05 | - |
dc.date.issued | 2016-02 | - |
dc.identifier.citation | 10th IEEE International Conference on Semantic Computing, ICSC 2016, pp.254 - 257 | - |
dc.identifier.issn | 2325-6516 | - |
dc.identifier.uri | http://hdl.handle.net/10203/313045 | - |
dc.description.abstract | In this paper, we introduce a distance-based approach for measuring the semantic dissimilarity between two concepts in a knowledge graph. The proposed Normalized Semantic Web Distance (NSWD) extends the idea of the Normalized Web Distance, which is utilized to determine the dissimilarity between two textural terms, and utilizes additional semantic properties of nodes in a knowledge graph. We evaluate our proposal on the knowledge graph Freebase, where the NSWD achieves a correlation of up to 0.58 with human similarity assessments on the established Miller-Charles benchmark of 30 term-pairs. These preliminary results indicate that the proposed NSWD is a promising approach for assessing semantic dissimilarity in very large knowledge graphs. | - |
dc.language | English | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.title | A Distance-Based Approach for Semantic Dissimilarity in Knowledge Graphs | - |
dc.type | Conference | - |
dc.identifier.wosid | 000382051400046 | - |
dc.identifier.scopusid | 2-s2.0-84968866583 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 254 | - |
dc.citation.endingpage | 257 | - |
dc.citation.publicationname | 10th IEEE International Conference on Semantic Computing, ICSC 2016 | - |
dc.identifier.conferencecountry | US | - |
dc.identifier.conferencelocation | Laguna Hills, CA | - |
dc.identifier.doi | 10.1109/ICSC.2016.55 | - |
dc.contributor.nonIdAuthor | Nies, Tom De | - |
dc.contributor.nonIdAuthor | Beecks, Christian | - |
dc.contributor.nonIdAuthor | Godin, Frederic | - |
dc.contributor.nonIdAuthor | Stepien, Grzegorz | - |
dc.contributor.nonIdAuthor | Arndt, Dorthe | - |
dc.contributor.nonIdAuthor | Vocht, Laurens De | - |
dc.contributor.nonIdAuthor | Verborgh, Ruben | - |
dc.contributor.nonIdAuthor | Seidl, Thomas | - |
dc.contributor.nonIdAuthor | Mannens, Erik | - |
dc.contributor.nonIdAuthor | Walle, Rik Van De | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.