Dataset Open Access
Newman-Griffis, Denis;
Sivaraman, Venkatesh;
Fosler-Lussier, Eric;
Perer, Adam;
Hochheiser, Harry
<?xml version='1.0' encoding='utf-8'?> <rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#"> <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.4432958"> <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/> <dct:type rdf:resource="http://purl.org/dc/dcmitype/Dataset"/> <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.4432958</dct:identifier> <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.4432958"/> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0002-0473-4226"> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0002-0473-4226</dct:identifier> <foaf:name>Newman-Griffis, Denis</foaf:name> <foaf:givenName>Denis</foaf:givenName> <foaf:familyName>Newman-Griffis</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Pittsburgh</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Sivaraman, Venkatesh</foaf:name> <foaf:givenName>Venkatesh</foaf:givenName> <foaf:familyName>Sivaraman</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>Carnegie Mellon University</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Fosler-Lussier, Eric</foaf:name> <foaf:givenName>Eric</foaf:givenName> <foaf:familyName>Fosler-Lussier</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>The Ohio State University</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Perer, Adam</foaf:name> <foaf:givenName>Adam</foaf:givenName> <foaf:familyName>Perer</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>Carnegie Mellon University</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Hochheiser, Harry</foaf:name> <foaf:givenName>Harry</foaf:givenName> <foaf:familyName>Hochheiser</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>University of Pittsburgh</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:title>CORD-19 Diachronic Concept Embeddings</dct:title> <dct:publisher> <foaf:Agent> <foaf:name>Zenodo</foaf:name> </foaf:Agent> </dct:publisher> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2021</dct:issued> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2021-02-14</dct:issued> <dct:language rdf:resource="http://publications.europa.eu/resource/authority/language/ENG"/> <owl:sameAs rdf:resource="https://zenodo.org/record/4432958"/> <adms:identifier> <adms:Identifier> <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/4432958</skos:notation> <adms:schemeAgency>url</adms:schemeAgency> </adms:Identifier> </adms:identifier> <dct:references rdf:resource="https://doi.org/10.18653/v1/W18-3026"/> <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.3738457"/> <dct:isPartOf rdf:resource="https://zenodo.org/communities/covid-19"/> <dct:isPartOf rdf:resource="https://zenodo.org/communities/zenodo"/> <owl:versionInfo>3.0</owl:versionInfo> <dct:description><p>Medical concept embeddings trained on monthly releases of the <a href="https://zenodo.org/record/3731937">CORD-19 dataset</a>, for analysis of diachronic change.</p> <p>This resource includes:</p> <ol> <li>Concept embeddings, trained using the <a href="https://github.com/OSU-slatelab/JET">JET</a> toolkit on the set of articles added to CORD-19 in each month of March 2020 - October 2020.&nbsp; Concepts are SNOMED CT codes.</li> <li>Nearest neighborhood-based analysis results of the concept embeddings, stored as a SQLite database.</li> </ol> <p>Database content excludes terms and definitions for&nbsp;SNOMED CT codes, which are licensed content owned by SNOMED International. Information on accessing SNOMED licensed content may be found <a href="https://www.nlm.nih.gov/healthit/snomedct/international.html">here</a>.</p></dct:description> <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/> <dct:accessRights> <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess"> <rdfs:label>Open Access</rdfs:label> </dct:RightsStatement> </dct:accessRights> <dcat:distribution> <dcat:Distribution> <dct:license rdf:resource="https://creativecommons.org/licenses/by/4.0/legalcode"/> <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.4432958"/> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4432958</dcat:accessURL> <dcat:byteSize>340307968</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4432958/files/CORD-19_analysis__2020-03__2020-10.db</dcat:downloadURL> </dcat:Distribution> </dcat:distribution> <dcat:distribution> <dcat:Distribution> <dcat:accessURL>https://doi.org/10.5281/zenodo.4432958</dcat:accessURL> <dcat:byteSize>998468624</dcat:byteSize> <dcat:downloadURL>https://zenodo.org/record/4432958/files/CORD-19_monthly_embeddings.zip</dcat:downloadURL> <dcat:mediaType>application/zip</dcat:mediaType> </dcat:Distribution> </dcat:distribution> </rdf:Description> </rdf:RDF>
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