author-list (explore)

author-list

Full identifier: https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9VRJiPGq5_C4xlszHbVu-t-pJCo3YDnsq51q8#author-list

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Minted in Nanopublication

Article: Knowledge-based biomedical Data Science DataScience PositionPaper ScholarlyWork comment approve/disapprove edit as derived nanopublication create new with same template

https://doi.org/10.3233/DS-170001

doi:10.3233/DS-170001

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://purl.org/spar/fabio/PositionPaper

position paper

https://doi.org/10.3233/DS-170001

doi:10.3233/DS-170001

http://purl.org/dc/terms/title has the title (this is a literal)

"Knowledge-based biomedical Data Science"

https://doi.org/10.3233/DS-170001

doi:10.3233/DS-170001

http://purl.org/dc/terms/abstract has the abstract (this is a literal)

"Computational manipulation of knowledge is an important, and often under-appreciated, aspect of biomedical Data Science. The first Data Science initiative from the US National Institutes of Health was entitled “Big Data to Knowledge (BD2K).” The main emphasis of the more than $200M allocated to that program has been on “Big Data;” the “Knowledge” component has largely been the implicit assumption that the work will lead to new biomedical knowledge. However, there is long-standing and highly productive work in computational knowledge representation and reasoning, and computational processing of knowledge has a role in the world of Data Science. Knowledge-based biomedical Data Science involves the design and implementation of computer systems that act as if they knew about biomedicine. There are many ways in which a computational approach might act as if it knew something: for example, it might be able to answer a natural language question about a biomedical topic, or pass an exam; it might be able to use existing biomedical knowledge to rank or evaluate hypotheses; it might explain or interpret data in light of prior knowledge, either in a Bayesian or other sort of framework. These are all examples of automated reasoning that act on computational representations of knowledge. After a brief survey of existing approaches to knowledge-based data science, this position paper argues that such research is ripe for expansion, and expanded application."

https://doi.org/10.3233/DS-170001

doi:10.3233/DS-170001

http://purl.org/dc/terms/date has the publication date (this is a literal)

"2017-10-17"

https://doi.org/10.3233/DS-170001

doi:10.3233/DS-170001

http://purl.org/dc/terms/isPartOf is part of the journal with ISSN http://id.crossref.org/issn/2451-8492

2451-8492

The journal with ISSN http://id.crossref.org/issn/2451-8492

2451-8492

http://purl.org/dc/terms/title has the title (this is a literal)

"Data Science"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V...#author-list This author list This relation links a sequence/list to its element at position 1. http://www.w3.org/1999/02/22-rdf-syntax-ns#_1 has at position 1 https://orcid.org/0000-0003-1455-3370

Lawrence E. Hunter

https://orcid.org/0000-0003-1455-3370

Lawrence E. Hunter

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Lawrence E. Hunter"

https://orcid.org/0000-0003-1455-3370

Lawrence E. Hunter

http://schema.org/email has the email address (this is a literal)

"Larry.Hunter@UCDenver.edu"

https://ror.org/03wmf1y16

03wmf1y16

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Computational Bioscience, University of Colorado School of Medicine, Aurora, CO 80045, USA"

https://orcid.org/0000-0003-1455-3370

Lawrence E. Hunter

http://schema.org/affiliation has the affiliation https://ror.org/03wmf1y16

03wmf1y16

This is the identifier for the assertion of this nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0003-1455-3370

Lawrence E. Hunter

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication http://purl.org/ontology/bibo/authorList has This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V...#author-list this author list .

Lawrence E. Hunter

https://orcid.org/0000-0002-1267-0234

Tobias Kuhn

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Tobias Kuhn"

https://orcid.org/0000-0003-1455-3370

Lawrence E. Hunter

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Lawrence E. Hunter"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-1267-0234

Tobias Kuhn

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication http://purl.org/dc/terms/license is published under the license https://creativecommons.org/licenses/by/4.0/

Attribution 4.0 International (CC BY 4.0)

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication http://purl.org/nanopub/x/hasNanopubType has the type http://purl.org/spar/fabio/ScholarlyWork

ScholarlyWork

DataScienceNanopub

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"Article: Knowledge-based biomedical Data Science"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2025-04-20T11:18:48.228Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template https://w3id.org/np/RA48p4Ct8t...

RA48p4Ct8t

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template https://w3id.org/np/RA7lSq6MuK...

RA7lSq6MuK

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RA0J4vUn_d...

RA0J4vUn_d

RA16U9Wo30

RAYrlN4s93

RAjvEpLZUE

RAukAcWHRD

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces https://doi.org/10.3233/DS-170001

doi:10.3233/DS-170001

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V.../sig

sig

http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)

"RSA"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V.../sig

sig

http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal)

"MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V.../sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

"tN+QVT4oipX38wUCvoEe5m9LqQa+AP/hpVFGDBASwkiqAvvHnkHgwCFL+kr9AetZwpOhxyp1cTGHF/xBzwAmdkzXedJiKLIiY3Qpl/QSEDOZeRa/MxsmxHkLWnbqBpY+O9lLOR98nfXgxxDkBCoPl4kuMzTW9jnsDOf07l7UEvg="

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://orcid.org/0000-0002-1267-0234

Tobias Kuhn

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAnLA9VQ9V... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://nanodash.knowledgepixels.com/

nanodash.knowledgepixels.com

Lawrence E. Hunter (author), Tobias Kuhn (creator), 20 Apr 2025, 11:18:48 UTC

References

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