dc.contributor.author | Cochez, Michael | |
dc.contributor.author | Garofalo, Martina | |
dc.contributor.author | Lenßen, Jérôme | |
dc.contributor.author | Pellegrino, Maria Angela | |
dc.contributor.editor | Choi, Key-Sun | |
dc.contributor.editor | Anke, Luis Espinosa | |
dc.contributor.editor | Declerck, Thierry | |
dc.contributor.editor | Gromann, Dagmar | |
dc.contributor.editor | Kim, Jin-Dong | |
dc.contributor.editor | Ngomo, Axel-Cyrille Ngonga | |
dc.contributor.editor | Saleem, Muhammad | |
dc.contributor.editor | Usbeck, Ricardo | |
dc.date.accessioned | 2018-11-16T12:37:38Z | |
dc.date.available | 2018-11-16T12:37:38Z | |
dc.date.issued | 2018 | |
dc.identifier.citation | Cochez, M., Garofalo, M., Lenßen, J., & Pellegrino, M. A. (2018). A First Experiment on Including Text Literals in KGloVe. In K.-S. Choi, L. E. Anke, T. Declerck, D. Gromann, J.-D. Kim, A.-C. N. Ngomo, M. Saleem, & R. Usbeck (Eds.), <i>SemDeep-4_NLIWOD-4 2018 : Joint Proceedings of ISWC 2018 Workshops SemDeep-4 and NLIWOD-4</i> (pp. 103-106). RWTH Aachen University. CEUR workshop proceedings, 2241. <a href="http://ceur-ws.org/Vol-2241/" target="_blank">http://ceur-ws.org/Vol-2241/</a> | |
dc.identifier.other | CONVID_28717343 | |
dc.identifier.other | TUTKAID_79492 | |
dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/60224 | |
dc.description.abstract | Graph embedding models produce embedding vectors for entities
and relations in Knowledge Graphs, often without taking literal
properties into account. We show an initial idea based on the combination
of global graph structure with additional information provided
by textual information in properties. Our initial experiment shows that
this approach might be useful, but does not clearly outperform earlier
approaches when evaluated on machine learning tasks. | fi |
dc.format.mimetype | application/pdf | |
dc.language.iso | eng | |
dc.publisher | RWTH Aachen University | |
dc.relation.ispartof | SemDeep-4_NLIWOD-4 2018 : Joint Proceedings of ISWC 2018 Workshops SemDeep-4 and NLIWOD-4 | |
dc.relation.ispartofseries | CEUR workshop proceedings | |
dc.relation.uri | http://ceur-ws.org/Vol-2241/ | |
dc.rights | In Copyright | |
dc.subject.other | graph embeddings | |
dc.subject.other | attributes | |
dc.subject.other | knowledge graph | |
dc.title | A First Experiment on Including Text Literals in KGloVe | |
dc.type | conferenceObject | |
dc.identifier.urn | URN:NBN:fi:jyu-201811154729 | |
dc.contributor.laitos | Informaatioteknologian tiedekunta | fi |
dc.contributor.laitos | Faculty of Information Technology | en |
dc.type.uri | http://purl.org/eprint/type/ConferencePaper | |
dc.date.updated | 2018-11-15T10:15:10Z | |
dc.description.reviewstatus | peerReviewed | |
dc.format.pagerange | 103-106 | |
dc.relation.issn | 1613-0073 | |
dc.relation.numberinseries | 2241 | |
dc.type.version | acceptedVersion | |
dc.rights.copyright | © the Authors, 2018. | |
dc.rights.accesslevel | openAccess | fi |
dc.relation.conference | Workshop on Semantic Deep Learning | |
dc.subject.yso | tiedonlouhinta | |
dc.subject.yso | tekstinlouhinta | |
dc.subject.yso | koneoppiminen | |
dc.format.content | fulltext | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p5520 | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p27112 | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p21846 | |
dc.rights.url | http://rightsstatements.org/page/InC/1.0/?language=en | |