{"id":"https://openalex.org/W4393100979","doi":"https://doi.org/10.1145/3627050.3630736","title":"A Method of Predicting Worker\u2019s Skill Level in SMEs for Estimating Changeover Time","display_name":"A Method of Predicting Worker\u2019s Skill Level in SMEs for Estimating Changeover Time","publication_year":2023,"publication_date":"2023-11-07","ids":{"openalex":"https://openalex.org/W4393100979","doi":"https://doi.org/10.1145/3627050.3630736"},"language":"en","primary_location":{"id":"doi:10.1145/3627050.3630736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627050.3630736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on the Internet of Things","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/A5094225901","display_name":"Yuto Shibuya","orcid":"https://orcid.org/0009-0001-0018-5063"},"institutions":[{"id":"https://openalex.org/I63216439","display_name":"Toyama Prefectural University","ror":"https://ror.org/03xgh2v50","country_code":"JP","type":"education","lineage":["https://openalex.org/I63216439"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuto Shibuya","raw_affiliation_strings":["Electrical and Computer Engineering Graduate School of Engineering, Toyama Prefectural University, Japan"],"raw_orcid":"https://orcid.org/0009-0001-0018-5063","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Graduate School of Engineering, Toyama Prefectural University, Japan","institution_ids":["https://openalex.org/I63216439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070460617","display_name":"T. Yamauchi","orcid":"https://orcid.org/0009-0008-9275-004X"},"institutions":[{"id":"https://openalex.org/I63216439","display_name":"Toyama Prefectural University","ror":"https://ror.org/03xgh2v50","country_code":"JP","type":"education","lineage":["https://openalex.org/I63216439"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Taiga Yamauchi","raw_affiliation_strings":["\\t\\t\\t\\t\\t\\t, Electrical and Computer Engineering Graduate School of Engineering, Toyama Prefectural University, Japan"],"raw_orcid":"https://orcid.org/0009-0008-9275-004X","affiliations":[{"raw_affiliation_string":"\\t\\t\\t\\t\\t\\t, Electrical and Computer Engineering Graduate School of Engineering, Toyama Prefectural University, Japan","institution_ids":["https://openalex.org/I63216439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094225902","display_name":"Shogo Ogihara","orcid":"https://orcid.org/0009-0007-6697-0703"},"institutions":[{"id":"https://openalex.org/I63216439","display_name":"Toyama Prefectural University","ror":"https://ror.org/03xgh2v50","country_code":"JP","type":"education","lineage":["https://openalex.org/I63216439"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shogo Ogihara","raw_affiliation_strings":["\\t\\t\\t\\t\\t\\t, Electrical and Computer Engineering Graduate School of Engineering, Toyama Prefectural University, Japan"],"raw_orcid":"https://orcid.org/0009-0007-6697-0703","affiliations":[{"raw_affiliation_string":"\\t\\t\\t\\t\\t\\t, Electrical and Computer Engineering Graduate School of Engineering, Toyama Prefectural University, Japan","institution_ids":["https://openalex.org/I63216439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050031841","display_name":"Takafumi Kawasaki","orcid":"https://orcid.org/0000-0002-9369-8676"},"institutions":[{"id":"https://openalex.org/I63216439","display_name":"Toyama Prefectural University","ror":"https://ror.org/03xgh2v50","country_code":"JP","type":"education","lineage":["https://openalex.org/I63216439"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takafumi Kawasaki","raw_affiliation_strings":["\\t\\t\\t\\t\\t\\t, Department of Information Systems Engineering Toyama Prefectural University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9369-8676","affiliations":[{"raw_affiliation_string":"\\t\\t\\t\\t\\t\\t, Department of Information Systems Engineering Toyama Prefectural University, Japan","institution_ids":["https://openalex.org/I63216439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022582988","display_name":"Yuki Okura","orcid":"https://orcid.org/0000-0002-1613-1473"},"institutions":[{"id":"https://openalex.org/I63216439","display_name":"Toyama Prefectural University","ror":"https://ror.org/03xgh2v50","country_code":"JP","type":"education","lineage":["https://openalex.org/I63216439"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuki Okura","raw_affiliation_strings":["\\t\\t\\t\\t\\t\\t, Department of Information Systems Engineering Toyama Prefectural University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1613-1473","affiliations":[{"raw_affiliation_string":"\\t\\t\\t\\t\\t\\t, Department of Information Systems Engineering Toyama Prefectural University, Japan","institution_ids":["https://openalex.org/I63216439"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101600626","display_name":"T. Iwamoto","orcid":"https://orcid.org/0000-0002-1259-6660"},"institutions":[{"id":"https://openalex.org/I63216439","display_name":"Toyama Prefectural University","ror":"https://ror.org/03xgh2v50","country_code":"JP","type":"education","lineage":["https://openalex.org/I63216439"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Iwamoto","raw_affiliation_strings":["\\t\\t\\t\\t\\t\\t, Department of Information Systems Engineering Toyama Prefectural University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1259-6660","affiliations":[{"raw_affiliation_string":"\\t\\t\\t\\t\\t\\t, Department of Information Systems Engineering Toyama Prefectural University, Japan","institution_ids":["https://openalex.org/I63216439"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63216439"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35598322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12594","display_name":"Collaboration in agile enterprises","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T10164","display_name":"Quality and Supply Management","score":0.965399980545044,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/changeover","display_name":"Changeover","score":0.9820430278778076},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5024001598358154},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10455983877182007}],"concepts":[{"id":"https://openalex.org/C2780129190","wikidata":"https://www.wikidata.org/wiki/Q5071912","display_name":"Changeover","level":3,"score":0.9820430278778076},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5024001598358154},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10455983877182007},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627050.3630736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627050.3630736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on the Internet of Things","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W631126081","https://openalex.org/W2519963258","https://openalex.org/W2785339424","https://openalex.org/W2787469566","https://openalex.org/W2982936646","https://openalex.org/W3122577294","https://openalex.org/W4207055770"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4386286239","https://openalex.org/W1521548618","https://openalex.org/W2276786401","https://openalex.org/W1488306886","https://openalex.org/W1578235985","https://openalex.org/W2176689235","https://openalex.org/W2268848408","https://openalex.org/W2940638063","https://openalex.org/W2241967369"],"abstract_inverted_index":{"IoT":[0],"has":[1],"been":[2],"introduced":[3],"to":[4,69,120],"improve":[5],"production":[6,31],"efficiency":[7,32],"in":[8,87],"small":[9,88],"and":[10,14,33,89,94,97,132],"medium-sized":[11,90],"manufacturing":[12,91],"companies,":[13,92],"it":[15,65],"is":[16,28,37,53],"mainly":[17],"aimed":[18],"at":[19],"measuring":[20,47],"machinery":[21],"statuses.":[22],"The":[23],"improvement":[24],"of":[25,43,50,60,84,102,110],"changeover":[26,35,72,124],"time":[27,36,73,112,125],"significant":[29],"for":[30],"the":[34,40,48,57,76,82,99,115,122,129],"depends":[38],"on":[39,75],"skill":[41,58,140],"level":[42,101],"each":[44,61,103],"worker.":[45,104],"Thus,":[46],"statuses":[49],"human-mediated":[51],"processes":[52],"needed.":[54],"Moreover,":[55],"if":[56],"levels":[59],"worker":[62,85],"were":[63],"quantified,":[64],"would":[66],"be":[67],"possible":[68],"predict":[70,121],"setup":[71,111,123],"based":[74],"quantitative":[77],"evaluation.":[78],"Therefore,":[79],"we":[80],"define":[81],"components":[83,134],"proficiency":[86,100],"measure":[93],"quantify":[95],"them,":[96],"estimate":[98],"This":[105],"study":[106],"enables":[107],"accurate":[108],"prediction":[109],"by":[113],"realizing":[114],"above.":[116],"It":[117],"was":[118],"60%":[119],"more":[126],"accurately":[127],"than":[128],"scheduled":[130],"time,":[131],"some":[133],"showed":[135],"a":[136],"proportional":[137],"relationship":[138],"with":[139],"level.":[141]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
