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AgroLD: A knowledge graph for the plant sciences
- Source :
- Semantic Web – ISWC 2021, ISWC 2021-20th International Semantic Web Conference, ISWC 2021-20th International Semantic Web Conference, Oct 2021, Virtual, France. pp.496-510, ⟨10.1007/978-3-030-88361-4_29⟩, The Semantic Web – ISWC 2021, 20th International Semantic Web Conference (ISWC 2021), 20th International Semantic Web Conference (ISWC 2021), Oct 2021, Virtual, France. pp.496-510, ⟨10.1007/978-3-030-88361-4_29⟩, The Semantic Web – ISWC 2021 ISBN: 9783030883607, ISWC
- Publication Year :
- 2021
- Publisher :
- HAL CCSD, 2021.
-
Abstract
- International audience; Recent advances in sequencing technologies and high-throughput phenotyping have revolutionized the analysis in the field of the plant sciences. However, there is an urgent need to effectively integrate and assimilate complementary information to understand the biological system in its entirety. We have developed AgroLD, a knowledge graph that exploits Semantic Web technologies to integrate information on plant species and in this way facilitate the formulation and validation of new scientific hypotheses. AgroLD contains around 900M triples created by annotating and integrating more than 100 datasets coming from 15 data sources. Our objective is to offer a domain specific knowledge platform to answer complex biological and plant sciences questions related to the implication of genes in, for instance, plant disease resistance or adaptative responses to climate change. In this paper, we present results of the project, which focused on genomics, proteomics and phenomics. We present the AgroLD pipeline for lifting the data, the open source tools developed for these purposes, as well as the web application allowing to explore the data.
- Subjects :
- Knowledge graph
0303 health sciences
Exploit
Computer science
Linked data
Genomics
15. Life on land
Pipeline (software)
[SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
Field (computer science)
03 medical and health sciences
0302 clinical medicine
Phenomics
13. Climate action
Botany
[INFO]Computer Science [cs]
Plant sciences
Semantic Web
030217 neurology & neurosurgery
030304 developmental biology
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-030-88360-7
- ISBNs :
- 9783030883607
- Database :
- OpenAIRE
- Journal :
- Semantic Web – ISWC 2021, ISWC 2021-20th International Semantic Web Conference, ISWC 2021-20th International Semantic Web Conference, Oct 2021, Virtual, France. pp.496-510, ⟨10.1007/978-3-030-88361-4_29⟩, The Semantic Web – ISWC 2021, 20th International Semantic Web Conference (ISWC 2021), 20th International Semantic Web Conference (ISWC 2021), Oct 2021, Virtual, France. pp.496-510, ⟨10.1007/978-3-030-88361-4_29⟩, The Semantic Web – ISWC 2021 ISBN: 9783030883607, ISWC
- Accession number :
- edsair.doi.dedup.....3c7908a926e4dcaa830be04473a41e43