dc.contributor.author | Myklebust, Erik Bryhn | |
dc.contributor.author | Jimenez-Ruiz, Ernesto | |
dc.contributor.author | Chen, Jiaoyan | |
dc.contributor.author | Wolf, Raoul | |
dc.contributor.author | Tollefsen, Knut-Erik | |
dc.date.accessioned | 2020-01-24T12:28:00Z | |
dc.date.available | 2020-01-24T12:28:00Z | |
dc.date.created | 2019-12-29T14:43:13Z | |
dc.date.issued | 2019 | |
dc.identifier.citation | CEUR Workshop Proceedings. 2019, 2456, 37-40. | nb_NO |
dc.identifier.issn | 1613-0073 | |
dc.identifier.uri | http://hdl.handle.net/11250/2637838 | |
dc.description.abstract | Exploring the effects of a chemical compound on a species takes a considerable experimental effort. Appropriate methods for estimating and suggesting new effects can dramatically reduce the work needed to be done by a laboratory. Here, we explore the suitability of using a knowledge graph embedding approach for ecotoxicological effect prediction. A knowledge graph has been constructed from publicly available data sets, including a species taxonomy and chemical knowledge. These knowledge sources are integrated by ontology alignment techniques. Our experimental results show that the knowledge graph and its embeddings augment the baseline models. | nb_NO |
dc.language.iso | eng | nb_NO |
dc.publisher | CEUR Workshop Proceedings | nb_NO |
dc.rights | Navngivelse 4.0 Internasjonal | * |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/deed.no | * |
dc.title | Knowledge graph embedding for ecotoxicological effect prediction | nb_NO |
dc.type | Journal article | nb_NO |
dc.type | Peer reviewed | nb_NO |
dc.description.version | publishedVersion | nb_NO |
dc.rights.holder | Copyright 2019 for this paper by its authors | nb_NO |
dc.source.pagenumber | 37-40 | nb_NO |
dc.source.volume | 2456 | nb_NO |
dc.source.journal | CEUR Workshop Proceedings | nb_NO |
dc.identifier.cristin | 1764184 | |
dc.relation.project | Norges forskningsråd: 272414 | nb_NO |
dc.relation.project | Norges forskningsråd: 268294 | nb_NO |
cristin.unitcode | 7464,20,18,0 | |
cristin.unitcode | 7464,20,13,0 | |
cristin.unitname | Miljøinformatikk | |
cristin.unitname | Økotoksikologi | |
cristin.ispublished | true | |
cristin.fulltext | original | |
cristin.qualitycode | 1 | |