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sig

https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hWLoPyvVn2mSIJJ38Yu5hq7qgLMFJdvXeMEQk/sig

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Minted in Nanopublication

Article: Cross-disciplinary higher education of data science – beyond the computer science student DataScience PositionPaper ScholarlyWork comment... approve/disapprove... edit as derived nanopublication... create new with same template...

https://doi.org/10.3233/DS-170005

doi:10.3233/DS-170005

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-170005

doi:10.3233/DS-170005

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

"Cross-disciplinary higher education of data science – beyond the computer science student"

https://doi.org/10.3233/DS-170005

doi:10.3233/DS-170005

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

"The majority of economic sectors are transformed by the abundance of data. Smart grids, smart cities, smart health, Industry 4.0 impose to domain experts requirements for data science skills in order to respond to their duties and the challenges of the digital society. Business training or replacing domain experts with computer scientists can be costly, limiting for the diversity in business sectors and can lead to sacrifice of invaluable domain knowledge. This paper illustrates experience and lessons learnt from the design and teaching of a novel cross-disciplinary data science course at a postgraduate level in a top-class university. The course design is approached from the perspectives of the constructivism and transformative learning theory. Students are introduced to a guideline for a group research project they need to deliver, which is used as a pedagogical artifact for students to unfold their data science skills as well as reflect within their team their domain and prior knowledge. In contrast to other related courses, the course content illustrated is designed to be self-contained for students of different discipline. Without assuming certain prior programming skills, students from different discipline are qualified to practice data science with open-source tools at all stages: data manipulation, interactive graphical analysis, plotting, machine learning and big data analytics. Quantitative and qualitative evaluation with interviews outlines invaluable lessons learnt."

https://doi.org/10.3233/DS-170005

doi:10.3233/DS-170005

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

"2017-10-17"

https://doi.org/10.3233/DS-170005

doi:10.3233/DS-170005

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"

https://doi.org/10.3233/DS-170005

doi:10.3233/DS-170005

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

"1"

https://doi.org/10.3233/DS-170005

doi:10.3233/DS-170005

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/RAiLuFO4hW.../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/0000-0003-3900-2057

Evangelos Pournaras

https://orcid.org/0000-0003-3900-2057

Evangelos Pournaras

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

"Evangelos Pournaras"

https://orcid.org/0000-0003-3900-2057

Evangelos Pournaras

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

"epournaras@ethz.ch"

https://ror.org/05a28rw58

05a28rw58

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

"Professorship of Computational Social Science, ETH Zurich, Clausiusstrasse 50, 8092, Zurich, Switzerland"

https://orcid.org/0000-0003-3900-2057

Evangelos Pournaras

http://schema.org/affiliation has the affiliation https://ror.org/05a28rw58

05a28rw58

This is the identifier for the assertion of this nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0003-3900-2057

Evangelos Pournaras

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW... 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/RAiLuFO4hW...#author-list this author list .

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW...#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/0000-0003-3900-2057

Evangelos Pournaras

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/0000-0003-3900-2057

Evangelos Pournaras

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

"Evangelos Pournaras"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW... 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/RAiLuFO4hW... 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/RAiLuFO4hW... 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/RAiLuFO4hW... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"Article: Cross-disciplinary higher education of data science – beyond the computer science student"

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2025-05-05T09:15:59.143Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW... 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/RAiLuFO4hW... 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/RAiLuFO4hW... 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/RAiLuFO4hW... 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-170005

doi:10.3233/DS-170005

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW.../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/RAiLuFO4hW... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW.../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/RAiLuFO4hW.../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/RAiLuFO4hW.../sig

sig

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

"rgmNrqgLA1XFLpiNozuw5i0R1d5MTagASvdJz5PscM7AqkTwoEXhSaw8yj4qjvXbNujOiZ7NrJO8Qv33d/MLOGyIxmFzljKpJZGaQRSUmb2wK9Dd6ToWe2WA2D1r1La9MSW+2oeIwScBTzpP2PTgYVbojWDJrO+5A/GDPIRSq00="

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hW.../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/RAiLuFO4hW... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://nanodash.knowledgepixels.com/

nanodash.knowledgepixels.com

Evangelos Pournaras (author), Tobias Kuhn (creator), 5 May 2025, 09:15:59 UTC

References

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