{"id":"https://openalex.org/W4403021947","doi":"https://doi.org/10.1109/tcss.2024.3455418","title":"Prediction of Remaining Execution Time of Business Processes With Multiperson Collaboration in Assembly Line Production","display_name":"Prediction of Remaining Execution Time of Business Processes With Multiperson Collaboration in Assembly Line Production","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403021947","doi":"https://doi.org/10.1109/tcss.2024.3455418"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3455418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3455418","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-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/A5022701174","display_name":"Minghao Zou","orcid":"https://orcid.org/0000-0002-0239-3990"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Minghao Zou","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003178957","display_name":"Qingtian Zeng","orcid":"https://orcid.org/0000-0002-6421-8223"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingtian Zeng","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101409897","display_name":"Cong Liu","orcid":"https://orcid.org/0000-0002-2665-7153"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Liu","raw_affiliation_strings":["College of Computer Science and Technology, Shandong University of Technology, Zibo, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048859926","display_name":"Rui Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Cao","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001570095","display_name":"S.-W. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Chen","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001545894","display_name":"Ziqi Zhao","orcid":"https://orcid.org/0000-0001-5980-7405"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Zhao","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022701174"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":2.2209,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88836207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":"3","first_page":"1279","last_page":"1295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9970999956130981,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9970999956130981,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9962999820709229,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9764999747276306,"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/production-line","display_name":"Production line","score":0.6814730167388916},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6566662192344666},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.5131929516792297},{"id":"https://openalex.org/keywords/assembly-line","display_name":"Assembly line","score":0.5094717144966125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5048699975013733},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3577342629432678},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2880247235298157},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1711282730102539}],"concepts":[{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.6814730167388916},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6566662192344666},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.5131929516792297},{"id":"https://openalex.org/C3019666875","wikidata":"https://www.wikidata.org/wiki/Q455037","display_name":"Assembly line","level":2,"score":0.5094717144966125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5048699975013733},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3577342629432678},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2880247235298157},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1711282730102539},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3455418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3455418","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1353706471","display_name":null,"funder_award_id":"62472264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3167498261","display_name":null,"funder_award_id":"72404177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4353863251","display_name":null,"funder_award_id":"52374221","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8401547937","display_name":null,"funder_award_id":"62402261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W164900744","https://openalex.org/W184106230","https://openalex.org/W202130484","https://openalex.org/W1957611259","https://openalex.org/W1966598933","https://openalex.org/W2083135154","https://openalex.org/W2100115309","https://openalex.org/W2113920655","https://openalex.org/W2154259279","https://openalex.org/W2283585398","https://openalex.org/W2735889767","https://openalex.org/W2792764867","https://openalex.org/W2963674330","https://openalex.org/W2964300152","https://openalex.org/W2966756122","https://openalex.org/W3115973444","https://openalex.org/W3140537353","https://openalex.org/W3188829651","https://openalex.org/W4249375744","https://openalex.org/W4308491953","https://openalex.org/W4311772362","https://openalex.org/W4312431055","https://openalex.org/W4312452087","https://openalex.org/W4321021984","https://openalex.org/W4379380529","https://openalex.org/W4380607179","https://openalex.org/W4385245566","https://openalex.org/W4387757670","https://openalex.org/W4388505307","https://openalex.org/W6749825310","https://openalex.org/W6762126762","https://openalex.org/W6792727765","https://openalex.org/W6928829415","https://openalex.org/W6928953218","https://openalex.org/W6947888112","https://openalex.org/W6966637942","https://openalex.org/W7036566294"],"related_works":["https://openalex.org/W1963838058","https://openalex.org/W2383367706","https://openalex.org/W2370727940","https://openalex.org/W2357205996","https://openalex.org/W2370406643","https://openalex.org/W2954063695","https://openalex.org/W1984496753","https://openalex.org/W2359700625","https://openalex.org/W2390407829","https://openalex.org/W2043374901"],"abstract_inverted_index":{"The":[0,181],"prediction":[1,119,127,156],"of":[2,10,68,84,166],"remaining":[3,154],"execution":[4],"time":[5,155],"is":[6],"a":[7,54,93,115,151,196],"critical":[8],"area":[9],"research":[11],"in":[12,22,28,71,87,114,118],"business":[13],"process":[14],"monitoring.":[15],"However,":[16],"limited":[17,133],"data":[18,69],"availability":[19],"and":[20,46,74,91,139,176],"deficiencies":[21],"existing":[23,122],"models":[24],"have":[25,129],"hindered":[26],"progress":[27],"this":[29],"area.":[30],"To":[31,145],"address":[32,65,146],"these":[33,147],"challenges,":[34],"we":[35,80,149],"introduce":[36],"two":[37,130],"production":[38,89],"log":[39,42,48],"datasets,":[40],"coarse-grained":[41],"for":[43,49,58,111],"television":[44,50,59],"(CGL-TV)":[45],"fine-grained":[47],"(FGL-TV),":[51],"collected":[52],"from":[53],"semiautomated":[55,88],"assembly":[56],"line":[57],"manufacturing.":[60],"These":[61],"datasets":[62,186],"aim":[63],"to":[64,135,142],"the":[66,76,82,101,109,140,162],"issue":[67],"scarcity":[70],"monitoring,":[72],"analyzing,":[73],"optimizing":[75],"manufacturing":[77],"process.":[78],"Then,":[79],"investigate":[81],"significance":[83],"role":[85,106],"information":[86,175],"processes":[90],"propose":[92,150],"novel":[94,152],"feature":[95],"selection":[96],"strategy.":[97],"That":[98],"strategy":[99],"replaces":[100],"traditional":[102],"activity":[103],"attributes":[104,107],"with":[105],"as":[108],"basis":[110],"prediction,":[112],"resulting":[113],"significant":[116],"improvement":[117],"accuracy.":[120],"Furthermore,":[121],"recurrent":[123],"neural":[124],"network":[125],"(RNN)-based":[126],"methods":[128],"major":[131],"drawbacks:":[132],"ability":[134],"capture":[136],"long-term":[137],"dependencies":[138],"inability":[141],"parallelize":[143],"computations.":[144],"issues,":[148],"transformer-based":[153],"(TRTP)":[157],"model.":[158],"This":[159],"model":[160],"utilizes":[161],"self-attention":[163],"mechanism":[164],"instead":[165],"hidden":[167],"state":[168],"passing,":[169],"which":[170],"effectively":[171],"incorporates":[172],"global":[173],"contextual":[174],"enables":[177],"potential":[178],"parallel":[179],"computing.":[180],"experimental":[182],"results":[183],"across":[184],"four":[185],"demonstrate":[187],"that":[188],"our":[189],"proposed":[190],"method":[191],"achieves":[192],"state-of-the-art":[193],"performance,":[194],"e.g.,":[195],"5.2%":[197],"performance":[198],"gain":[199],"on":[200],"FGL-TV.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}