assertion (explore)

assertion

https://w3id.org/kpxl/ios/ds/np/RAGa9FfizKthul3fr0voaPsZBIZrXig81rmyO4_iT6Jcc/assertion

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🚩 Minted in Nanopublication

Article: The integration of the data scientist into the team: Implications and challenges DataScience PositionPaper ScholarlyWork comment... approve/disapprove... edit as derived nanopublication... create new with same template...

https://doi.org/10.3233/DS-170008

doi:10.3233/DS-170008

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-170008

doi:10.3233/DS-170008

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

"The integration of the data scientist into the team: Implications and challenges"

https://doi.org/10.3233/DS-170008

doi:10.3233/DS-170008

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

"Modern biomedical research is complex and requires a cross section of experts collaborating using multi-, inter-, or transdisciplinary approaches to address scientific questions. Known as team science, such approaches have become so critical it has given rise to a new field – the science of team science. In biomedical research, data scientists often play a critical role in team-based collaborations. Integration of data scientists into research teams has multiple advantages to the clinical and translational investigator as well as to the data scientist. Clinical and translational investigators benefit from having an invested dedicated collaborator who can assume principal responsibility for essential data-related activities, while the data scientist can build a career developing tools that are relevant and data-driven. Participation in team science, however, can pose challenges. One particular challenge is the ability to appropriately evaluate the data scientist’s scholarly contributions, necessary for promotion. Only a minority of academic health centers have attempted to address this challenge. In order for team science to thrive on academic campuses, leaders of institutions need to hire data science faculty for the purpose of doing team science, with novel systems in place that incentivize the data scientist’s engagement in team science and that allow for appropriate evaluation of performance. Until such systems are adopted at the institutional level, the ability to conduct team science to address modern biomedical research with its increasingly complex data needs will be compromised. Fostering team science on campuses by putting supportive systems in place will benefit not only clinical and translational investigators as well as data scientists, but also the larger academic institution."

https://doi.org/10.3233/DS-170008

doi:10.3233/DS-170008

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

"2017-10-17"

https://doi.org/10.3233/DS-170008

doi:10.3233/DS-170008

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

Data Science

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

Data Science

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

"Data Science"

https://doi.org/10.3233/DS-170008

doi:10.3233/DS-170008

http://purl.org/ontology/bibo/volume is in journal volume (this is a literal)

"1"

https://doi.org/10.3233/DS-170008

doi:10.3233/DS-170008

http://purl.org/ontology/bibo/issue is in journal issue (this is a literal)

"1-2"

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK.../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/0000-0002-6949-2651

Manisha Desai

https://orcid.org/0000-0002-6949-2651

Manisha Desai

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

"Manisha Desai"

https://orcid.org/0000-0002-6949-2651

Manisha Desai

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

"manishad@stanford.edu"

https://ror.org/00f54p054

00f54p054

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

"Quantitative Sciences Unit, Stanford University, 1070 Arastradero Rd, Stanford, CA 94304, USA"

https://orcid.org/0000-0002-6949-2651

Manisha Desai

http://schema.org/affiliation has the affiliation https://ror.org/00f54p054

00f54p054

This is the identifier for the assertion of this nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0002-6949-2651

Manisha Desai

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... 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/RAGa9FfizK...#author-list this author list .

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK...#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/0000-0002-6949-2651

Manisha Desai

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/0000-0002-6949-2651

Manisha Desai

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

"Manisha Desai"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... 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/RAGa9FfizK... 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/RAGa9FfizK... 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/RAGa9FfizK... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"Article: The integration of the data scientist into the team: Implications and challenges"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2025-05-05T09:31:30.269Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... 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/RAIDm7hi3C...

RAIDm7hi3C

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... 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/RAekcN47h1...

RAekcN47h1

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... 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

RA5R_qv3Vs

RAYrlN4s93

RAukAcWHRD

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK... 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-170008

doi:10.3233/DS-170008

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK.../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/RAGa9FfizK... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK.../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/RAGa9FfizK.../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/RAGa9FfizK.../sig

sig

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

"sHilrA8eQMSKRsX/r0LrNX+oq/DTBtlruI9pjh//tASIeakxiwmJMzgIwlmfRTWki8RWUxwkYh7oM0WYV4NFizMTtSQIn6Mj695971CU9TT9+yg6PtWSvHNAX6vl5Ho1rjf/83vCvHOpkQTFPMeiij9NOSm+U84PRR/h20zjp2o="

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAGa9FfizK.../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/RAGa9FfizK... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://nanodash.knowledgepixels.com/

nanodash.knowledgepixels.com

Manisha Desai (author), Tobias Kuhn (creator), 5 May 2025, 09:31:30 UTC

Raw formats

Full nanopublication: TriG(txt), JSON-LD(txt), N-Quads(txt), XML(txt)

Assertions only: Turtle(txt), JSON-LD(txt), N-Triples(txt), RDF/XML(txt)