Dataset Open Access

Big Data to Knowledge (BD2K) Training Coordinating Center (TCC) Educational Resource Discovery Index (ERuDIte) as Linked Data

Ambite, Jose Luis; Gordon, Jonathan; Fierro, Lily; Burns, Gully; John D. Van Horn; Jeana Kamdar; Sumiko Abe; Crystal Stewart; Avnish Bhattrai; Xiaoxiao Lei

This is a release of the Big Data to Knowledge (BD2K) Training Coordinating Center (TCC) Educational Resource Discovery Index (ERuDIte) as Linked Data.

ERuDIte contains over 10,000 training resources on data science including courses (MOOCs), video tutorials, conference talks, and other materials. The metadata of these resources is described uniformly using schema.org. In addition, we use machine learning techniques to tag each resource with concepts from the Data Science Education Ontology (DSEO), which we developed to further describe the contents of the training resources. Resource relevance and tags are curated by experts to ensure high quality. Finally, we map the references to people and organizations in the learning resource metadata to entities in DBpedia, DBLP, and ORCID, thus embedding our collection in the web of linked data. Our collection is continually growing. We hope that ERuDIte will provide a framework to foster open linked educational resources on the web.

 Distributed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (https://creativecommons.org/licenses/by-nc-sa/4.0/)

This work is supported by the National Institutes of Health under Grant 1U24ES026465-01.
Files (45.6 MB)
Name Size
creative_work.jsonld
md5:d21da8a813185947712e716f1b9e3fe8
23.8 MB Download
creative_work.n3
md5:8204daba4fa0021183cd3b6a0f450fcf
15.7 MB Download
organization.jsonld
md5:08bab0521ae363bd3f17f41a754eeec7
1.0 MB Download
organization.n3
md5:656a7f71e231079a8444f82e689128d5
882.2 kB Download
person.jsonld
md5:7dd66f45576943d3cf61436ad96da92f
2.4 MB Download
person.n3
md5:f10c08b071ed5eadb9b6328edc2e09d7
1.7 MB Download

Share

Cite as