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Full identifier: https://w3id.org/kpxl/ios/ds/np/RAiLuFO4hWLoPyvVn2mSIJJ38Yu5hq7qgLMFJdvXeMEQk/author-list

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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 me (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 .

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 https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub 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" .

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 .

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

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