{"id":"https://openalex.org/W3215435754","doi":"https://doi.org/10.3233/hsm-210013","title":"Skill set issues in aircraft maintenance from industrial revolution 4.0 context: A document analytics survey","display_name":"Skill set issues in aircraft maintenance from industrial revolution 4.0 context: A document analytics survey","publication_year":2021,"publication_date":"2021-11-15","ids":{"openalex":"https://openalex.org/W3215435754","doi":"https://doi.org/10.3233/hsm-210013","mag":"3215435754"},"language":"en","primary_location":{"id":"doi:10.3233/hsm-210013","doi":"https://doi.org/10.3233/hsm-210013","is_oa":false,"landing_page_url":"https://doi.org/10.3233/hsm-210013","pdf_url":null,"source":{"id":"https://openalex.org/S2765038058","display_name":"Human Systems Management","issn_l":"0167-2533","issn":["0167-2533","1875-8703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Systems Management","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5044535293","display_name":"T. Nanthakumaran Thulasy","orcid":"https://orcid.org/0000-0001-5455-8171","observed_orcids":["https://orcid.org/0000-0001-5455-8171"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"T. Nanthakumaran Thulasy","raw_affiliation_strings":["Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061837010","display_name":"Puteri NE Nohuddin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Puteri NE Nohuddin","raw_affiliation_strings":["Institute of IR 4.0, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of IR 4.0, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037501296","display_name":"Noorlizawati Abd Rahim","orcid":"https://orcid.org/0000-0002-5805-5499","observed_orcids":["https://orcid.org/0000-0002-5805-5499"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Noorlizawati Abd Rahim","raw_affiliation_strings":["Department of Science, Management & Design, Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science, Management & Design, Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087633120","display_name":"Astuty Amrin","orcid":"https://orcid.org/0000-0003-3885-0265","observed_orcids":["https://orcid.org/0000-0003-3885-0265"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Astuty Amrin","raw_affiliation_strings":["Department of Engineering, Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia","E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Razak Faculty of Technology and Informatics, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044535293"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":{"value":3650,"currency":"USD","value_usd":3650},"apc_paid":null,"fwci":2.8459,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90912769,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"41","issue":"4","first_page":"503","last_page":"516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14508","display_name":"Vocational Education and Training","score":0.3244999945163727,"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/T14508","display_name":"Vocational Education and Training","score":0.3244999945163727,"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"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.21950000524520874,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.13920000195503235,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/aircraft-maintenance","display_name":"aircraft maintenance","score":0.9980000257492065},{"id":"https://openalex.org/keywords/skills-mismatch","display_name":"skills mismatch","score":0.765999972820282},{"id":"https://openalex.org/keywords/industry-4-0","display_name":"Industry 4.0","score":0.8230000138282776},{"id":"https://openalex.org/keywords/human-error","display_name":"human error","score":0.656000018119812},{"id":"https://openalex.org/keywords/maintenance-staff-training","display_name":"maintenance personnel training","score":0.7509999871253967},{"id":"https://openalex.org/keywords/upskilling-and-reskilling","display_name":"upskilling and reskilling","score":0.9079999923706055},{"id":"https://openalex.org/keywords/continuous-learning","display_name":"continuous learning","score":0.7480000257492065},{"id":"https://openalex.org/keywords/human-factors","display_name":"human factors","score":0.640999972820282},{"id":"https://openalex.org/keywords/aviation-safety","display_name":"aviation safety","score":0.5450000166893005}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6414528489112854},{"id":"https://openalex.org/C107545201","wikidata":"https://www.wikidata.org/wiki/Q906438","display_name":"Aircraft maintenance","level":2,"score":0.6208387017250061},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6149038076400757},{"id":"https://openalex.org/C2778491294","wikidata":"https://www.wikidata.org/wiki/Q1339824","display_name":"Mindset","level":2,"score":0.6078420877456665},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5612502694129944},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4979283809661865},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.4813145399093628},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.4762544631958008},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.3214704096317291},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28124579787254333},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26375770568847656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10530427098274231},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/hsm-210013","doi":"https://doi.org/10.3233/hsm-210013","is_oa":false,"landing_page_url":"https://doi.org/10.3233/hsm-210013","pdf_url":null,"source":{"id":"https://openalex.org/S2765038058","display_name":"Human Systems Management","issn_l":"0167-2533","issn":["0167-2533","1875-8703"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Systems Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1508275098","https://openalex.org/W1523293200","https://openalex.org/W1966543841","https://openalex.org/W1984548087","https://openalex.org/W1995493362","https://openalex.org/W2007260356","https://openalex.org/W2013950458","https://openalex.org/W2021507964","https://openalex.org/W2024932032","https://openalex.org/W2080618266","https://openalex.org/W2135009534","https://openalex.org/W2169112589","https://openalex.org/W2406451870","https://openalex.org/W2463378445","https://openalex.org/W2510415536","https://openalex.org/W2530328109","https://openalex.org/W2561229274","https://openalex.org/W2576494228","https://openalex.org/W2603008685","https://openalex.org/W2621071013","https://openalex.org/W2624352511","https://openalex.org/W2733568201","https://openalex.org/W2793922568","https://openalex.org/W2883730939","https://openalex.org/W2897985668","https://openalex.org/W2911984921","https://openalex.org/W2914148583","https://openalex.org/W2915695538","https://openalex.org/W2939110617","https://openalex.org/W2943755832","https://openalex.org/W2953289531","https://openalex.org/W2953505673","https://openalex.org/W2954128236","https://openalex.org/W2955611545","https://openalex.org/W2970551830","https://openalex.org/W2971955398","https://openalex.org/W2979862132","https://openalex.org/W2991560774","https://openalex.org/W3010996049","https://openalex.org/W3024853094","https://openalex.org/W3036110043","https://openalex.org/W3082695720","https://openalex.org/W3087385036","https://openalex.org/W3109117067","https://openalex.org/W3112942597","https://openalex.org/W3132234269","https://openalex.org/W3139464125","https://openalex.org/W3193991060","https://openalex.org/W3195277833"],"related_works":["https://openalex.org/W3211947257","https://openalex.org/W4312605153","https://openalex.org/W2510415536","https://openalex.org/W4405277325","https://openalex.org/W7143519049","https://openalex.org/W3167205070","https://openalex.org/W6948926778","https://openalex.org/W3174769793","https://openalex.org/W2007260356","https://openalex.org/W7118020434"],"abstract_inverted_index":{"BACKGROUND:":[0],"Aircraft":[1,33],"maintenance":[2,34,93,114,173,187],"and":[3,16,20,25,70,80,88,116,133,141,159,174,197,208,223],"repair":[4],"are":[5],"critical":[6],"tasks":[7],"in":[8,48,77,225],"the":[9,49,86,91,150,167,179,183],"aviation":[10],"industry":[11],"for":[12,195],"improved":[13],"aircraft":[14,31,78,92,113,155,172,186,226],"service":[15],"safety.":[17],"Many":[18],"articles":[19,110,132],"reports":[21],"describe":[22,67],"personnel":[23,35],"factor":[24,76],"skill":[26,41,71,94,117,157,175,189],"issues":[27,177,191],"contribute":[28],"to":[29,37,43,62,104,218,220],"many":[30],"incidents.":[32],"needs":[36],"level":[38],"up":[39],"their":[40,213],"set":[42,65,107,176,190],"match":[44],"with":[45],"task":[46],"requirements":[47],"setting":[50],"of":[51,58,90,108,130,152,185,205],"Industry":[52],"Revolution":[53],"4.0.":[54],"OBJECTIVE:":[55],"The":[56,97,120,145],"aim":[57],"this":[59],"paper":[60],"is":[61,122],"investigate":[63],"document":[64,101,136,168,180],"that":[66,111,149,166,215],"human":[68,75],"errors":[69],"mismatch":[72,118],"as":[73],"a":[74,100,106,203,210],"incidents":[79,115],"problems.":[81],"It":[82],"also":[83],"discusses":[84,171],"on":[85],"findings":[87],"management":[89,184],"issues.":[95,119],"METHODS:":[96],"study":[98],"uses":[99],"analytics":[102],"tool":[103],"assess":[105],"online":[109,131],"discuss":[112,154],"experiment":[121],"divided":[123],"into":[124],"four":[125],"(4)":[126],"modules:":[127],"(i)":[128],"collection":[129],"reports,":[134],"(ii)":[135],"pre-processing,":[137],"(iii)":[138],"text":[139],"analytics,":[140],"(iv)":[142],"visualisation.":[143],"RESULTS:":[144],"experiment\u2019s":[146],"results":[147],"show":[148],"majority":[151],"documents":[153],"maintenance,":[156],"mismatch,":[158],"training":[160],"gaps.":[161],"CONCLUSION:":[162],"We":[163],"can":[164],"conclude":[165],"dataset":[169],"primarily":[170],"using":[178],"analytics.":[181],"Consequently,":[182],"workforce":[188],"by":[192],"having":[193],"initiatives":[194],"upskilling":[196],"reskilling.":[198],"Furthermore,":[199],"firms":[200],"should":[201],"foster":[202],"culture":[204],"continuous":[206],"learning":[207],"develop":[209],"mindset":[211],"among":[212],"employees":[214],"allows":[216],"them":[217],"adapt":[219],"new":[221],"technologies":[222],"information":[224],"maintenance.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-12-06T00:00:00"}