{"id":"https://openalex.org/W3174072745","doi":"https://doi.org/10.1109/educon46332.2021.9453949","title":"How to design a competence-oriented study program for data scientists?","display_name":"How to design a competence-oriented study program for data scientists?","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3174072745","doi":"https://doi.org/10.1109/educon46332.2021.9453949","mag":"3174072745"},"language":"en","primary_location":{"id":"doi:10.1109/educon46332.2021.9453949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon46332.2021.9453949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082207405","display_name":"Yvonne Sedelmaier","orcid":"https://orcid.org/0000-0003-1022-1467"},"institutions":[{"id":"https://openalex.org/I157413458","display_name":"Coburg University of Applied Sciences","ror":"https://ror.org/02p5hsv84","country_code":"DE","type":"education","lineage":["https://openalex.org/I157413458"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yvonne Sedelmaier","raw_affiliation_strings":["University of Applied Sciences and Arts, Coburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences and Arts, Coburg, Germany","institution_ids":["https://openalex.org/I157413458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010044086","display_name":"Dieter Landes","orcid":"https://orcid.org/0000-0002-0741-3540"},"institutions":[{"id":"https://openalex.org/I157413458","display_name":"Coburg University of Applied Sciences","ror":"https://ror.org/02p5hsv84","country_code":"DE","type":"education","lineage":["https://openalex.org/I157413458"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dieter Landes","raw_affiliation_strings":["Faculty of Electrical Engineering and Informatics, University of Applied Sciences and Arts, Coburg, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Informatics, University of Applied Sciences and Arts, Coburg, Germany","institution_ids":["https://openalex.org/I157413458"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008860590","display_name":"Ercole Erculei","orcid":null},"institutions":[{"id":"https://openalex.org/I157413458","display_name":"Coburg University of Applied Sciences","ror":"https://ror.org/02p5hsv84","country_code":"DE","type":"education","lineage":["https://openalex.org/I157413458"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ercole Erculei","raw_affiliation_strings":["University of Applied Sciences and Arts, Coburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences and Arts, Coburg, Germany","institution_ids":["https://openalex.org/I157413458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082207405"],"corresponding_institution_ids":["https://openalex.org/I157413458"],"apc_list":null,"apc_paid":null,"fwci":0.2144,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55581986,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1582","last_page":"1586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.709465742111206},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.6951372027397156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6406568884849548},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44509726762771606},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.424998015165329},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40959781408309937},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3298425078392029},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2096962332725525},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.14025932550430298},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1311703622341156},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12780466675758362}],"concepts":[{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.709465742111206},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.6951372027397156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6406568884849548},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44509726762771606},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.424998015165329},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40959781408309937},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3298425078392029},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2096962332725525},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14025932550430298},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1311703622341156},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12780466675758362},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon46332.2021.9453949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon46332.2021.9453949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6800000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W10367195","https://openalex.org/W974205371","https://openalex.org/W1494744305","https://openalex.org/W1538905930","https://openalex.org/W1546095017","https://openalex.org/W1576429932","https://openalex.org/W2031732768","https://openalex.org/W2064587329","https://openalex.org/W2241815055","https://openalex.org/W2300779012","https://openalex.org/W2397170205","https://openalex.org/W2502324053","https://openalex.org/W2535878170","https://openalex.org/W2963619964","https://openalex.org/W3036062984","https://openalex.org/W3121961986","https://openalex.org/W3184536561","https://openalex.org/W4240602250","https://openalex.org/W4285719527","https://openalex.org/W6600401325","https://openalex.org/W6690512547","https://openalex.org/W6712116386"],"related_works":["https://openalex.org/W2348562106","https://openalex.org/W2370820329","https://openalex.org/W2370554813","https://openalex.org/W4362576712","https://openalex.org/W2387560707","https://openalex.org/W2363525455","https://openalex.org/W4312355418","https://openalex.org/W2314810092","https://openalex.org/W2384329035","https://openalex.org/W2373380871"],"abstract_inverted_index":{"Data":[0],"science":[1,36],"becomes":[2],"increasingly":[3],"important":[4],"since":[5],"large":[6],"volumes":[7],"of":[8,18,68,86],"data":[9,32,35],"is":[10,37],"available":[11],"that":[12,29,48],"embody":[13],"valuable,":[14],"but":[15,43],"hidden":[16],"pieces":[17],"knowledge.":[19],"Higher":[20],"education":[21],"needs":[22],"to":[23,59,65,82],"react":[24],"by":[25],"establishing":[26],"study":[27,89],"programs":[28],"focus":[30],"on":[31],"science.":[33],"Yet,":[34],"not":[38],"a":[39,55,72,87],"merely":[40],"technical":[41],"challenge,":[42],"involves":[44],"many":[45],"non-technical":[46],"aspects":[47],"are":[49],"often":[50],"overlooked.":[51],"This":[52],"paper":[53],"presents":[54],"systematic":[56],"competence-oriented":[57],"approach":[58,79],"curriculum":[60,85],"development,":[61],"paying":[62],"equal":[63],"respect":[64],"all":[66],"types":[67],"required":[69],"competences.":[70],"As":[71],"case":[73],"study,":[74],"we":[75],"show":[76],"how":[77],"this":[78],"was":[80],"used":[81],"design":[83],"the":[84],"data-science-oriented":[88],"program.":[90]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}