{"id":"https://openalex.org/W4400410756","doi":"https://doi.org/10.1109/educon60312.2024.10578632","title":"Unlocking the Future of INFOCOMM Workforce: A Visual KSA Matrix Taxonomy Approach to Education and Occupational Profiles","display_name":"Unlocking the Future of INFOCOMM Workforce: A Visual KSA Matrix Taxonomy Approach to Education and Occupational Profiles","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400410756","doi":"https://doi.org/10.1109/educon60312.2024.10578632"},"language":"en","primary_location":{"id":"doi:10.1109/educon60312.2024.10578632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon60312.2024.10578632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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/A5002892201","display_name":"Jose Daniel Azofeifa","orcid":"https://orcid.org/0000-0002-6843-4863"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]},{"id":"https://openalex.org/I4210136895","display_name":"Institute for the Future","ror":"https://ror.org/049tcsg76","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210136895"]}],"countries":["MX","US"],"is_corresponding":true,"raw_author_name":"Jose Daniel Azofeifa","raw_affiliation_strings":["Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I4210136895","https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093659869","display_name":"Valentina Rueda-Castro","orcid":"https://orcid.org/0009-0004-1280-5217"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]},{"id":"https://openalex.org/I4210136895","display_name":"Institute for the Future","ror":"https://ror.org/049tcsg76","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210136895"]}],"countries":["MX","US"],"is_corresponding":false,"raw_author_name":"Valentina Rueda-Castro","raw_affiliation_strings":["Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I4210136895","https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100204119","display_name":"Luis Jos\u00e9 Gonz\u00e1lez-G\u00f3mez","orcid":"https://orcid.org/0009-0005-8843-0359"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]},{"id":"https://openalex.org/I4210136895","display_name":"Institute for the Future","ror":"https://ror.org/049tcsg76","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210136895"]}],"countries":["MX","US"],"is_corresponding":false,"raw_author_name":"Luis Jose Gonzalez-Gomez","raw_affiliation_strings":["Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I4210136895","https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098435087","display_name":"Sonia M. G\u00f3mez-Puente","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sonia M. G\u00f3mez-Puente","raw_affiliation_strings":["Academic General Affairs, Eindhoven University of Technology (TU/e),Eindhoven,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Academic General Affairs, Eindhoven University of Technology (TU/e),Eindhoven,The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018252798","display_name":"Julieta Noguez","orcid":"https://orcid.org/0000-0002-6000-3452"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Julieta Noguez","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey,Mexico City,Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey,Mexico City,Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046398878","display_name":"Patricia Caratozzolo","orcid":"https://orcid.org/0000-0001-7488-6703"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]},{"id":"https://openalex.org/I4210136895","display_name":"Institute for the Future","ror":"https://ror.org/049tcsg76","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210136895"]}],"countries":["MX","US"],"is_corresponding":false,"raw_author_name":"Patricia Caratozzolo","raw_affiliation_strings":["Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico"],"affiliations":[{"raw_affiliation_string":"Institute for the Future of Education, Tecnologico de Monterrey,Monterrey,Mexico","institution_ids":["https://openalex.org/I4210136895","https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002892201"],"corresponding_institution_ids":["https://openalex.org/I4210136895","https://openalex.org/I98461037"],"apc_list":null,"apc_paid":null,"fwci":19.5613,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.99294294,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"09"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13844","display_name":"Higher Education Learning Practices","score":0.13609999418258667,"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"}},"topics":[{"id":"https://openalex.org/T13844","display_name":"Higher Education Learning Practices","score":0.13609999418258667,"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/workforce","display_name":"Workforce","score":0.7301175594329834},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.510905921459198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4955400228500366},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33061933517456055},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.14612364768981934}],"concepts":[{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.7301175594329834},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.510905921459198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4955400228500366},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33061933517456055},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14612364768981934},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon60312.2024.10578632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon60312.2024.10578632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1963620879","https://openalex.org/W2619307504","https://openalex.org/W2750168540","https://openalex.org/W2804891084","https://openalex.org/W2900608040","https://openalex.org/W2964424700","https://openalex.org/W3003677952","https://openalex.org/W3024718644","https://openalex.org/W3033498077","https://openalex.org/W3093863626","https://openalex.org/W3096944698","https://openalex.org/W3108629421","https://openalex.org/W3122661253","https://openalex.org/W3125393409","https://openalex.org/W3146142859","https://openalex.org/W3169391922","https://openalex.org/W3210413574","https://openalex.org/W4205716671","https://openalex.org/W4213318207","https://openalex.org/W4291017266","https://openalex.org/W4390621623","https://openalex.org/W4401258280","https://openalex.org/W6766079669","https://openalex.org/W6773169363","https://openalex.org/W6796765458"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4308258967","https://openalex.org/W1962711591","https://openalex.org/W2803396544","https://openalex.org/W2390279801","https://openalex.org/W24250002","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2495360771"],"abstract_inverted_index":{"Skills":[0,42],"taxonomies":[1],"are":[2,31],"a":[3,20,45,67,71,99,109,199,226],"useful":[4],"classification":[5],"system":[6,74],"for":[7,22,33,83,89,234,262,272,276],"all":[8,34],"skills":[9,29],"that":[10,30,247],"an":[11,115,253],"employee":[12],"must":[13],"count":[14],"at":[15],"the":[16,28,90,95,112,118,134,143,147,155,161,164,168,187,203,222,230,235,277],"workplace.":[17],"Taxonomies":[18,38],"provide":[19,54],"framework":[21,47,69,228,249],"seeking,":[23],"classifying,":[24],"evaluating,":[25],"and":[26,53,56,79,86,176,185,213,217,265,271],"indicating":[27],"essential":[32],"kinds":[35],"of":[36,62,111,117,133,142,145],"professions.":[37],"based":[39,75,103],"on":[40,76,104],"Future":[41],"usually":[43],"have":[44],"visual":[46],"to":[48,121,183,211,257],"show":[49,246],"their":[50],"occupational":[51,274],"structures":[52],"upskilling":[55],"reskilling":[57],"support":[58],"through":[59,108,173],"various":[60],"pieces":[61],"training.":[63],"This":[64],"article":[65],"proposes":[66],"web":[68,227],"using":[70],"dynamic":[72,169,204],"taxonomic":[73,101,231],"knowledge,":[77],"skills,":[78],"abilities":[80],"(KSA)":[81],"matrices":[82],"submitting":[84],"course":[85],"occupation":[87],"structuring":[88,232],"Industry":[91],"4.0":[92],"workforce.":[93],"For":[94],"methodological":[96],"process,":[97],"firstly,":[98],"matrix":[100,205],"structure":[102],"KSA":[105,122,215],"was":[106,127,158,196],"created":[107,159,233],"review":[110],"literature;":[113],"secondly,":[114],"analysis":[116],"data":[119,162],"related":[120],"presented":[123],"by":[124],"FutureSkills":[125],"frameworks":[126,165],"carried":[128],"out,":[129],"such":[130],"as":[131,190,198,252],"those":[132],"World":[135],"Economic":[136],"Forum":[137],"(WEF),":[138],"NESTA":[139],"Taxonomy,":[140],"SkillsFuture":[141],"Government":[144],"Singapore,":[146],"Standard":[148],"Occupational":[149],"Classification":[150],"(SOC),":[151],"among":[152],"others.":[153],"Once":[154],"base":[156],"taxonomy":[157,206],"with":[160],"from":[163],"mentioned":[166],"above,":[167],"aspects":[170],"were":[171],"developed":[172],"new":[174,219],"documents":[175],"publications,":[177],"applying":[178,208],"natural":[179],"language":[180],"processing":[181],"tools":[182,210],"enrich":[184],"complete":[186],"KSAs":[188],"identified":[189],"trends.":[191],"The":[192,243],"INFOCOMM":[193,236],"technology":[194],"sector":[195,238],"chosen":[197],"case":[200],"study":[201],"under":[202],"structure,":[207],"NLP":[209],"extract":[212],"explain":[214],"trends":[216],"potentially":[218],"ones.":[220],"Among":[221],"results":[223,245],"obtained":[224],"is":[225],"where":[229],"Technology":[237],"can":[239,250],"be":[240],"dynamically":[241],"displayed.":[242],"preliminary":[244],"this":[248],"serve":[251],"international":[254],"reference":[255],"guide":[256],"designing":[258,273],"future":[259],"educational":[260],"plans":[261],"active":[263],"learning":[264],"experiential":[266],"in":[267],"higher":[268],"education":[269],"institutions":[270],"profiles":[275],"industry's":[278],"future.":[279]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
