{"id":"https://openalex.org/W4280634374","doi":"https://doi.org/10.1109/educon52537.2022.9766534","title":"On the link between Education and Industry 4.0: a framework for a data-driven education design","display_name":"On the link between Education and Industry 4.0: a framework for a data-driven education design","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4280634374","doi":"https://doi.org/10.1109/educon52537.2022.9766534"},"language":"en","primary_location":{"id":"doi:10.1109/educon52537.2022.9766534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766534","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 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/A5028263343","display_name":"Irene Spada","orcid":"https://orcid.org/0000-0002-7576-8255"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Irene Spada","raw_affiliation_strings":["University of Pisa,School of Engineering,Italy","School of Engineering, University of Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa,School of Engineering,Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"School of Engineering, University of Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066761209","display_name":"Filippo Chiarello","orcid":"https://orcid.org/0000-0001-9857-0287"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Chiarello","raw_affiliation_strings":["University of Pisa,School of Engineering,Italy","School of Engineering, University of Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa,School of Engineering,Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"School of Engineering, University of Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044018518","display_name":"Alessandra Curreli","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Curreli","raw_affiliation_strings":["University of Pisa,School of Engineering,Italy","School of Engineering, University of Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa,School of Engineering,Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"School of Engineering, University of Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053445177","display_name":"Gualtiero Fantoni","orcid":"https://orcid.org/0000-0003-0772-600X"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gualtiero Fantoni","raw_affiliation_strings":["University of Pisa,School of Engineering,Italy","School of Engineering, University of Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa,School of Engineering,Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"School of Engineering, University of Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4778,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52854938,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1670","last_page":"1677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14246","display_name":"E-Learning and Knowledge Management","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.8998796939849854},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.8210837841033936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6976380348205566},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6473640203475952},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5921028852462769},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5183166265487671},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41981241106987},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3700695335865021},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12928986549377441},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1087380051612854},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10546624660491943}],"concepts":[{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.8998796939849854},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8210837841033936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6976380348205566},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6473640203475952},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5921028852462769},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5183166265487671},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41981241106987},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3700695335865021},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12928986549377441},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1087380051612854},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10546624660491943},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/educon52537.2022.9766534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766534","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1284508","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1284508","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1502473750","https://openalex.org/W1967747674","https://openalex.org/W1975568626","https://openalex.org/W2020278455","https://openalex.org/W2035417230","https://openalex.org/W2062970544","https://openalex.org/W2064921340","https://openalex.org/W2068882115","https://openalex.org/W2074119014","https://openalex.org/W2096107178","https://openalex.org/W2107435951","https://openalex.org/W2319803517","https://openalex.org/W2517787848","https://openalex.org/W2733314714","https://openalex.org/W2756034343","https://openalex.org/W2889700803","https://openalex.org/W2909453848","https://openalex.org/W2914057887","https://openalex.org/W3010106639","https://openalex.org/W3046032545","https://openalex.org/W3111683616","https://openalex.org/W3124680412","https://openalex.org/W3128805213","https://openalex.org/W3135872390","https://openalex.org/W3145887717","https://openalex.org/W3174716320","https://openalex.org/W4236137412","https://openalex.org/W6683355949"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W1991755934"],"abstract_inverted_index":{"The":[0,71,119],"fast":[1],"pace":[2],"of":[3,23,50,68,80,92,110,152],"technological":[4,93],"evolution,":[5],"pushed":[6],"by":[7,13],"the":[8,14,20,24,39,51,78,153],"Industry":[9],"4.0":[10],"and":[11,61,84,132,162],"accelerated":[12],"COVID-19,":[15],"is":[16,55,121],"in":[17,74,138],"contrast":[18],"with":[19,38,113,166],"slow":[21],"change":[22],"education":[25,52,111,160],"institutions.":[26],"Indeed,":[27],"they":[28],"struggle":[29],"to":[30,35,57,82,88,100,122,126],"promptly":[31],"update":[32],"their":[33,69],"programs":[34],"be":[36,164],"aligned":[37],"labour":[40],"market":[41],"needs.":[42],"In":[43,95],"such":[44],"a":[45,48,65,102,108,114,124,150],"dynamic":[46],"environment,":[47],"rethinking":[49],"design":[53,76,161],"process":[54],"fundamental":[56],"support":[58,109,145],"schools,":[59],"universities":[60],"learning":[62],"centres":[63],"through":[64],"faster":[66],"digitalization":[67],"services.":[70],"emerging":[72],"perspectives":[73],"curriculum":[75],"propose":[77],"use":[79],"data":[81,106],"develop":[83],"deliver":[85],"better":[86],"courses":[87],"students":[89],"taking":[90],"advantage":[91],"evolution.":[94],"this":[96],"paper,":[97],"we":[98,148],"attempt":[99],"present":[101],"framework":[103,125],"for":[104,141],"using":[105],"as":[107],"design,":[112],"focus":[115],"on":[116],"textual":[117],"data.":[118],"aim":[120],"delineate":[123],"exploit":[127],"Natural":[128],"Language":[129],"Processing":[130],"(NLP)":[131],"Named":[133],"Entity":[134],"Recognition":[135],"(NER)":[136],"techniques":[137],"data-driven":[139],"strategies":[140],"designing":[142],"courses.":[143],"To":[144],"these":[146],"techniques,":[147],"disclose":[149],"map":[151],"most":[154],"relevant":[155],"concepts":[156],"that":[157],"can":[158,163],"aid":[159],"mined":[165],"NLP.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}