{"id":"https://openalex.org/W4205125414","doi":"https://doi.org/10.1109/ieem50564.2021.9673039","title":"Big Data Analysis for Predicting Future Skills","display_name":"Big Data Analysis for Predicting Future Skills","publication_year":2021,"publication_date":"2021-12-13","ids":{"openalex":"https://openalex.org/W4205125414","doi":"https://doi.org/10.1109/ieem50564.2021.9673039"},"language":"en","primary_location":{"id":"doi:10.1109/ieem50564.2021.9673039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem50564.2021.9673039","pdf_url":null,"source":{"id":"https://openalex.org/S4363607822","display_name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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/A5071445913","display_name":"Arnesh Telukdarie","orcid":"https://orcid.org/0000-0003-0057-3493"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"A. Telukdarie","raw_affiliation_strings":["Postgraduate school of Engineering Management, University of Johannesburg, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate school of Engineering Management, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090593443","display_name":"Megashnee Munsamy","orcid":"https://orcid.org/0000-0001-7403-2580"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"M. Munsamy","raw_affiliation_strings":["Postgraduate school of Engineering Management, University of Johannesburg, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate school of Engineering Management, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066106428","display_name":"Mabatho Gaula","orcid":null},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"M. Gaula","raw_affiliation_strings":["Postgraduate school of Engineering Management, University of Johannesburg, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate school of Engineering Management, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24027795"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23174971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"411","last_page":"415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.8737000226974487,"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":0.8737000226974487,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.7759000062942505,"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/T13812","display_name":"AI and HR Technologies","score":0.7479000091552734,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differentiator","display_name":"Differentiator","score":0.6365556716918945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5687505602836609},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44659796357154846},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.43074822425842285},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4294394254684448},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3451518416404724},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09166991710662842},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.0829087495803833}],"concepts":[{"id":"https://openalex.org/C12112733","wikidata":"https://www.wikidata.org/wiki/Q2659948","display_name":"Differentiator","level":3,"score":0.6365556716918945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5687505602836609},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44659796357154846},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.43074822425842285},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4294394254684448},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3451518416404724},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09166991710662842},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0829087495803833},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem50564.2021.9673039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem50564.2021.9673039","pdf_url":null,"source":{"id":"https://openalex.org/S4363607822","display_name":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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":"2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323959","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1987320007","https://openalex.org/W2256336270","https://openalex.org/W2555818822"],"related_works":["https://openalex.org/W2371530940","https://openalex.org/W1560887869","https://openalex.org/W2029024449","https://openalex.org/W2109780951","https://openalex.org/W1994327371","https://openalex.org/W2999866270","https://openalex.org/W1641778210","https://openalex.org/W2064008010","https://openalex.org/W2005647967","https://openalex.org/W1967596626"],"abstract_inverted_index":{"The":[0,16,54,73],"ability":[1,17,83],"to":[2,18,28,47,50,84,103],"predict":[3,19,51,104],"skills":[4,25,87,107],"of":[5,60,67,78,90,128,135],"the":[6,23,76,82,126,133],"future":[7,52,79,136],"is":[8,75],"fundamental":[9],"in":[10,22,99],"this":[11],"rapidly":[12],"changing":[13],"global":[14],"environment.":[15],"and":[20,42,122],"invest":[21],"appropriate":[24],"could":[26],"prove":[27],"be":[29],"a":[30,58,96,116],"key":[31],"differentiator":[32],"for":[33,132],"country":[34],"specific":[35],"growth.":[36],"Global":[37],"competitiveness,":[38],"employment,":[39],"technological":[40],"investments,":[41],"social-economic":[43],"dependencies":[44],"are":[45],"drivers":[46],"capacity":[48],"development":[49],"skills.":[53,92,137],"current":[55,63],"approaches":[56],"include":[57],"combination":[59],"expanding":[61],"on":[62],"skill":[64],"demand,":[65],"adoption":[66,127],"economic":[68],"indicators":[69],"or":[70,88],"survey-based":[71],"forecasting.":[72],"challenge":[74],"inclusion":[77],"trends,":[80],"specifically":[81],"forecast":[85],"new":[86],"combinations":[89],"existing":[91],"This":[93,109],"research":[94,101,129],"explores":[95],"novel":[97],"method":[98],"adopting":[100],"publications":[102,130],"new/":[105],"undetermined":[106],"requirements.":[108],"study":[110],"downloads":[111],"700":[112],"000":[113],"papers,":[114],"develops":[115],"multilayer":[117],"data":[118],"analysis":[119,131],"protocol,":[120],"screens":[121],"provides":[123],"insights":[124],"into":[125],"prediction":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
