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SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples
Resource type
Journal Article
Authors/contributors
- Payne, Terry R. (Editor)
- Presutti, Valentina (Editor)
- Qi, Guilin (Editor)
- Poveda-Villalón, María (Editor)
- Stoilos, Giorgos (Editor)
- Hollink, Laura (Editor)
- Kaoudi, Zoi (Editor)
- Cheng, Gong (Editor)
- Li, Juanzi (Editor)
- Färber, Michael (Author)
- Lamprecht, David (Author)
- Krause, Johan (Author)
- Aung, Linn (Author)
- Haase, Peter (Author)
Title
SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples
Abstract
Abstract
We present
SemOpenAlex
, an extensive RDF knowledge graph that contains over 26 billion triples about scientific publications and their associated entities, such as authors, institutions, journals, and concepts. SemOpenAlex is licensed under CC0, providing free and open access to the data. We offer the data through multiple channels, including RDF dump files, a SPARQL endpoint, and as a data source in the Linked Open Data cloud, complete with resolvable URIs and links to other data sources. Moreover, we provide embeddings for knowledge graph entities using high-performance computing. SemOpenAlex enables a broad range of use-case scenarios, such as exploratory semantic search via our website, large-scale scientific impact quantification, and other forms of scholarly big data analytics within and across scientific disciplines. Additionally, it enables academic recommender systems, such as recommending collaborators, publications, and venues, including explainability capabilities. Finally, SemOpenAlex can serve for RDF query optimization benchmarks, creating scholarly knowledge-guided language models, and as a hub for semantic scientific publishing.
Data and Services:
https://semopenalex.org
https://w3id.org/SemOpenAlex
Code:
https://github.com/metaphacts/semopenalex/
Data License:
Creative Commons Zero (CC0)
Code License:
MIT License
Volume
14266
Pages
94-112
Date
2023
Series Title
Lecture Notes in Computer Science
Language
en
Short Title
SemOpenAlex
Accessed
10/03/2024, 19:41
Library Catalogue
Semantic Scholar
Extra
Book Title: The Semantic Web – ISWC 2023
ISBN: 9783031472428 9783031472435
Place: Cham
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-47243-5_6
Citation
Färber, M., Lamprecht, D., Krause, J., Aung, L., & Haase, P. (2023). SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples. 14266, 94–112. https://doi.org/10.1007/978-3-031-47243-5_6
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