{"id":"https://openalex.org/W4407130851","doi":"https://doi.org/10.1109/ieem62345.2024.10857121","title":"Assessing Unemployment Rate Forecasting Accuracy During COVID-19 Using Machine Learning","display_name":"Assessing Unemployment Rate Forecasting Accuracy During COVID-19 Using Machine Learning","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4407130851","doi":"https://doi.org/10.1109/ieem62345.2024.10857121"},"language":"en","primary_location":{"id":"doi:10.1109/ieem62345.2024.10857121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem62345.2024.10857121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5000792249","display_name":"Alfaridho Sibarani","orcid":null},"institutions":[{"id":"https://openalex.org/I102669525","display_name":"Pelita Harapan University","ror":"https://ror.org/02qhjtc16","country_code":"ID","type":"education","lineage":["https://openalex.org/I102669525"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"A. N. N. Sibarani","raw_affiliation_strings":["Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia","institution_ids":["https://openalex.org/I102669525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116145018","display_name":"M. E. Bastiaan","orcid":null},"institutions":[{"id":"https://openalex.org/I102669525","display_name":"Pelita Harapan University","ror":"https://ror.org/02qhjtc16","country_code":"ID","type":"education","lineage":["https://openalex.org/I102669525"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"M. E. Bastiaan","raw_affiliation_strings":["Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia","institution_ids":["https://openalex.org/I102669525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057798157","display_name":"Ferry Vincenttius Ferdinand","orcid":"https://orcid.org/0009-0003-8535-7008"},"institutions":[{"id":"https://openalex.org/I102669525","display_name":"Pelita Harapan University","ror":"https://ror.org/02qhjtc16","country_code":"ID","type":"education","lineage":["https://openalex.org/I102669525"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"F. V. Ferdinand","raw_affiliation_strings":["Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia","institution_ids":["https://openalex.org/I102669525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093836535","display_name":"Johan Sebastian Edbert","orcid":null},"institutions":[{"id":"https://openalex.org/I102669525","display_name":"Pelita Harapan University","ror":"https://ror.org/02qhjtc16","country_code":"ID","type":"education","lineage":["https://openalex.org/I102669525"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"J. S. Edbert","raw_affiliation_strings":["Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pelita Harapan University,Department of Mathematics,Tangerang,Indonesia","institution_ids":["https://openalex.org/I102669525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I102669525"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"744","last_page":"748"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.7699999809265137,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.7699999809265137,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11711","display_name":"COVID-19 Pandemic Impacts","score":0.7411999702453613,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.6741999983787537,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7795099020004272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5903904438018799},{"id":"https://openalex.org/keywords/unemployment","display_name":"Unemployment","score":0.5756126642227173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5279145240783691},{"id":"https://openalex.org/keywords/unemployment-rate","display_name":"Unemployment rate","score":0.492178350687027},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46262383460998535},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.442720502614975},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3858545422554016},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.18312636017799377},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.1255953013896942},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08096715807914734},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.0789358913898468}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7795099020004272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5903904438018799},{"id":"https://openalex.org/C2778126366","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment","level":2,"score":0.5756126642227173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5279145240783691},{"id":"https://openalex.org/C2994488168","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment rate","level":3,"score":0.492178350687027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46262383460998535},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.442720502614975},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3858545422554016},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18312636017799377},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.1255953013896942},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08096715807914734},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0789358913898468},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"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/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem62345.2024.10857121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem62345.2024.10857121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W3173837677","https://openalex.org/W4292081177"],"related_works":["https://openalex.org/W3036314732","https://openalex.org/W4406932547","https://openalex.org/W3009669391","https://openalex.org/W3154141118","https://openalex.org/W4394620624","https://openalex.org/W4296163649","https://openalex.org/W4205769184","https://openalex.org/W4388896133","https://openalex.org/W3031607536","https://openalex.org/W3135208316"],"abstract_inverted_index":{"Unemployment":[0],"is":[1,25,124],"one":[2],"of":[3,48,104],"the":[4,15,19,29,33,36,39,46,53,59,74,83,88,93,96,105,108,112,118,121],"components":[5],"in":[6,32,35],"macroeconomics":[7],"that":[8,38],"must":[9],"be":[10],"considered":[11,82],"and":[12,80,86],"maintained":[13],"by":[14],"government":[16,40],"to":[17,27,44],"maintain":[18],"country\u2019s":[20],"welfare.":[21],"Therefore,":[22],"a":[23,100],"model":[24,98,103,114],"needed":[26],"forecast":[28],"unemployment":[30,75],"rate":[31,76],"future":[34],"hope":[37],"can":[41],"prepare":[42],"policies":[43],"reduce":[45],"impact":[47],"unemployment.":[49],"This":[50],"study":[51],"used":[52,73],"time":[54],"series":[55],"analysis":[56],"method":[57],"with":[58,64],"Autoregressive":[60],"Integrated":[61],"Moving":[62],"Average":[63],"Exogenous":[65],"Variables":[66],"(ARIMAX)":[67],"technique.":[68],"In":[69],"this":[70],"study,":[71],"researchers":[72],"dataset":[77,84,106,119],"from":[78,116],"1991-2021,":[79],"they":[81],"before":[85,107],"after":[87,120],"COVID-19":[89,109,122],"outbreak.":[90,110],"Based":[91],"on":[92],"research":[94],"results,":[95],"ARIMAX":[97,113],"produces":[99],"reasonably":[101],"accurate":[102],"However,":[111],"generated":[115],"using":[117],"outbreak":[123],"less":[125],"precise.":[126]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}