{"id":"https://openalex.org/W4403446955","doi":"https://doi.org/10.1109/etfa61755.2024.10710857","title":"Prediction of High-Level Actions from the Sequence of Atomic Actions in Assembly Line Workstations","display_name":"Prediction of High-Level Actions from the Sequence of Atomic Actions in Assembly Line Workstations","publication_year":2024,"publication_date":"2024-09-10","ids":{"openalex":"https://openalex.org/W4403446955","doi":"https://doi.org/10.1109/etfa61755.2024.10710857"},"language":"en","primary_location":{"id":"doi:10.1109/etfa61755.2024.10710857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa61755.2024.10710857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)","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/A5059384810","display_name":"Sanjay K. Dwivedi","orcid":"https://orcid.org/0000-0003-3839-3017"},"institutions":[{"id":"https://openalex.org/I65143321","display_name":"Hitachi (Japan)","ror":"https://ror.org/02exqgm79","country_code":"JP","type":"company","lineage":["https://openalex.org/I65143321"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sanjay Kumar Dwivedi","raw_affiliation_strings":["Hitachi, Ltd.,R&#x0026;D Group,Intelligent Vision Research Department,Tokyo,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitachi, Ltd.,R&#x0026;D Group,Intelligent Vision Research Department,Tokyo,Japan","institution_ids":["https://openalex.org/I65143321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030850369","display_name":"Hiroto Nagayoshi","orcid":"https://orcid.org/0000-0001-9208-208X"},"institutions":[{"id":"https://openalex.org/I65143321","display_name":"Hitachi (Japan)","ror":"https://ror.org/02exqgm79","country_code":"JP","type":"company","lineage":["https://openalex.org/I65143321"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroto Nagayoshi","raw_affiliation_strings":["Hitachi, Ltd.,R&#x0026;D Group,Intelligent Vision Research Department,Tokyo,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitachi, Ltd.,R&#x0026;D Group,Intelligent Vision Research Department,Tokyo,Japan","institution_ids":["https://openalex.org/I65143321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112657316","display_name":"Hiroki Ohashi","orcid":null},"institutions":[{"id":"https://openalex.org/I65143321","display_name":"Hitachi (Japan)","ror":"https://ror.org/02exqgm79","country_code":"JP","type":"company","lineage":["https://openalex.org/I65143321"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroki Ohashi","raw_affiliation_strings":["Hitachi, Ltd.,R&#x0026;D Group,Intelligent Vision Research Department,Tokyo,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hitachi, Ltd.,R&#x0026;D Group,Intelligent Vision Research Department,Tokyo,Japan","institution_ids":["https://openalex.org/I65143321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I65143321"],"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":"3","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9919000267982483,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9919000267982483,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9381999969482422,"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/T13113","display_name":"Engineering Technology and Methodologies","score":0.9244999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workstation","display_name":"Workstation","score":0.8410434722900391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6733718514442444},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6358625888824463},{"id":"https://openalex.org/keywords/assembly-line","display_name":"Assembly line","score":0.5329272150993347},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.5043185949325562},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.431792676448822},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21100327372550964},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1514187753200531},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14122378826141357},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.14086508750915527},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.08897534012794495},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07162493467330933}],"concepts":[{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.8410434722900391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6733718514442444},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6358625888824463},{"id":"https://openalex.org/C3019666875","wikidata":"https://www.wikidata.org/wiki/Q455037","display_name":"Assembly line","level":2,"score":0.5329272150993347},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.5043185949325562},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.431792676448822},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21100327372550964},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1514187753200531},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14122378826141357},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.14086508750915527},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08897534012794495},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07162493467330933},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa61755.2024.10710857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa61755.2024.10710857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2010838375","https://openalex.org/W2093597431","https://openalex.org/W2093655440","https://openalex.org/W2125838338","https://openalex.org/W2147760391","https://openalex.org/W2166712377","https://openalex.org/W2275713145","https://openalex.org/W2279159495","https://openalex.org/W2328874565","https://openalex.org/W2536308006","https://openalex.org/W2885789422","https://openalex.org/W2902374667","https://openalex.org/W2955224946","https://openalex.org/W2963150791","https://openalex.org/W3007287549","https://openalex.org/W3036630077","https://openalex.org/W3048694437","https://openalex.org/W3201293154","https://openalex.org/W4206282774","https://openalex.org/W4282943820","https://openalex.org/W4313071313","https://openalex.org/W4320919663","https://openalex.org/W4386057769","https://openalex.org/W4387583586","https://openalex.org/W4390190427","https://openalex.org/W6853398349"],"related_works":["https://openalex.org/W2125564439","https://openalex.org/W2045348955","https://openalex.org/W2352028719","https://openalex.org/W2584886384","https://openalex.org/W3175097230","https://openalex.org/W2938097198","https://openalex.org/W4382361576","https://openalex.org/W2383367706","https://openalex.org/W3140445876","https://openalex.org/W2373135709"],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"a":[3,128,140],"methodology":[4,141],"for":[5,204],"predicting":[6,205],"high-level":[7,100,132,159,206],"actions":[8,14,133,148,160],"from":[9,103,208],"the":[10,16,21,25,54,66,76,107,144,150,158,176,191,198,201,209],"sequence":[11,130,145,162,210],"of":[12,24,53,57,131,146,171,184,200,211],"atomic":[13,90,147,212],"in":[15,29,42,110,120],"assembly":[17,49,121],"line":[18,40,50,58,122],"workstation.":[19],"With":[20],"rapid":[22],"development":[23],"automotive":[26],"industry,":[27],"changes":[28,46],"product":[30,45],"design":[31],"are":[32],"becoming":[33],"more":[34],"frequent.":[35],"These":[36,195],"situations":[37],"require":[38],"quick":[39],"balancing":[41,59],"response":[43],"to":[44,47,69,88,96,106],"maximize":[48],"productivity.":[51],"One":[52],"key":[55],"components":[56],"is":[60,94],"cycle":[61],"time":[62,67],"analysis,":[63],"which":[64],"tracks":[65],"required":[68],"complete":[70],"individual":[71],"operations":[72],"within":[73],"and":[74,83,149,156],"across":[75],"stations.":[77],"Sensors":[78],"such":[79],"as":[80,154],"IMU,":[81],"microphones,":[82],"pressure":[84],"can":[85],"be":[86],"used":[87],"recognize":[89,97],"operations;":[91],"however,":[92],"it":[93],"difficult":[95],"user-level":[98],"or":[99],"activities":[101],"directly":[102],"them":[104],"due":[105],"complexity":[108],"involved":[109],"recognizing":[111],"these":[112],"advanced":[113],"actions.":[114,213],"To":[115],"fill":[116],"this":[117],"gap,":[118],"especially":[119],"workstations":[123],"where":[124],"every":[125],"workstation":[126],"has":[127,167],"pre-defined":[129],"that":[134,142],"workers":[135],"perform":[136],"repeatedly,":[137],"we":[138],"propose":[139],"takes":[143],"workstation's":[151],"structure":[152],"manual":[153],"input":[155],"predicts":[157],"through":[161],"matching.":[163],"The":[164],"developed":[165],"approach":[166,203],"achieved":[168],"an":[169,182],"average":[170,183],"50.92":[172],"%":[173,186],"accuracy,":[174],"whereas":[175],"baseline":[177],"method":[178],"could":[179],"only":[180],"achieve":[181],"23.48":[185],"accuracy":[187],"when":[188],"evaluated":[189],"using":[190],"Assembly":[192],"101":[193],"dataset.":[194],"results":[196],"demonstrate":[197],"superiority":[199],"proposed":[202],"action":[207]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
