{"id":"https://openalex.org/W3207324074","doi":"https://doi.org/10.1109/indin45523.2021.9557551","title":"Monitoring of Human-Intensive Assembly Processes Based on Incomplete and Indirect Shopfloor Observations","display_name":"Monitoring of Human-Intensive Assembly Processes Based on Incomplete and Indirect Shopfloor Observations","publication_year":2021,"publication_date":"2021-07-21","ids":{"openalex":"https://openalex.org/W3207324074","doi":"https://doi.org/10.1109/indin45523.2021.9557551","mag":"3207324074"},"language":"en","primary_location":{"id":"doi:10.1109/indin45523.2021.9557551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45523.2021.9557551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 19th International Conference on Industrial Informatics (INDIN)","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/A5010734374","display_name":"Ouijdane Guiza","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Ouijdane Guiza","raw_affiliation_strings":["Pro2future GmbH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pro2future GmbH","institution_ids":["https://openalex.org/I4210127322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001710775","display_name":"Christoph Mayr\u2010Dorn","orcid":"https://orcid.org/0000-0001-9791-6442"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christoph Mayr-Dorn","raw_affiliation_strings":["Johannes Kepler University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002894098","display_name":"Georg Weichhart","orcid":"https://orcid.org/0000-0002-1405-5825"},"institutions":[{"id":"https://openalex.org/I4210132502","display_name":"Profactor (Austria)","ror":"https://ror.org/043rjaw23","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210132502"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Georg Weichhart","raw_affiliation_strings":["Profactor GmbH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Profactor GmbH","institution_ids":["https://openalex.org/I4210132502"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043129952","display_name":"Michael Mayrhofer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Mayrhofer","raw_affiliation_strings":["Pro2future GmbH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pro2future GmbH","institution_ids":["https://openalex.org/I4210127322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083892808","display_name":"Bahman Bahman Zangi","orcid":null},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bahman Bahman Zangi","raw_affiliation_strings":["Johannes Kepler University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112695865","display_name":"Alexander Egyed","orcid":null},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alexander Egyed","raw_affiliation_strings":["Johannes Kepler University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006355211","display_name":"Bjorn Fanta","orcid":null},"institutions":[{"id":"https://openalex.org/I2800608841","display_name":"Lowestoft Hospital","ror":"https://ror.org/01fsf9j67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800608841","https://openalex.org/I4210135926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bjorn Fanta","raw_affiliation_strings":["Fabasoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fabasoft","institution_ids":["https://openalex.org/I2800608841"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068721432","display_name":"Martin Gieler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Gieler","raw_affiliation_strings":["Wacker Neuson GmbH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wacker Neuson GmbH","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9855999946594238,"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":0.9848999977111816,"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/heuristics","display_name":"Heuristics","score":0.7424869537353516},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.705351710319519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6662813425064087},{"id":"https://openalex.org/keywords/assembly-line","display_name":"Assembly line","score":0.6420255303382874},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6054450273513794},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6045598983764648},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5272471308708191},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.46967536211013794},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.4494374692440033},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4247274696826935},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3271537721157074},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3234619200229645},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1952192187309265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1425037682056427},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09569469094276428},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08978727459907532}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7424869537353516},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.705351710319519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6662813425064087},{"id":"https://openalex.org/C3019666875","wikidata":"https://www.wikidata.org/wiki/Q455037","display_name":"Assembly line","level":2,"score":0.6420255303382874},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6054450273513794},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6045598983764648},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5272471308708191},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.46967536211013794},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.4494374692440033},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4247274696826935},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3271537721157074},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3234619200229645},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1952192187309265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1425037682056427},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09569469094276428},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08978727459907532},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin45523.2021.9557551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45523.2021.9557551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 19th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W86268509","https://openalex.org/W181095644","https://openalex.org/W971346073","https://openalex.org/W1563307751","https://openalex.org/W1584802047","https://openalex.org/W1926831047","https://openalex.org/W1974717100","https://openalex.org/W2015731639","https://openalex.org/W2024947316","https://openalex.org/W2070435806","https://openalex.org/W2077354217","https://openalex.org/W2113200209","https://openalex.org/W2394678561","https://openalex.org/W2563404754","https://openalex.org/W2782904613","https://openalex.org/W2808383348","https://openalex.org/W2897026360","https://openalex.org/W2907891621","https://openalex.org/W2920204204","https://openalex.org/W2924878509","https://openalex.org/W2943661573","https://openalex.org/W2989426393","https://openalex.org/W6635030743","https://openalex.org/W6677026754","https://openalex.org/W6762428924","https://openalex.org/W7048424101"],"related_works":["https://openalex.org/W3151013267","https://openalex.org/W3022063587","https://openalex.org/W2170526262","https://openalex.org/W2150589113","https://openalex.org/W2616241412","https://openalex.org/W2066383838","https://openalex.org/W3083165553","https://openalex.org/W2782803439","https://openalex.org/W3207324074","https://openalex.org/W3187510229"],"abstract_inverted_index":{"As":[0],"manufacturing":[1],"companies":[2],"move":[3],"towards":[4],"producing":[5],"highly":[6],"customizable":[7],"products":[8],"in":[9,25,48,68,77,85],"small":[10],"lot":[11],"sizes,":[12],"assembly":[13,55,70,93,115,135],"workers":[14,24],"remain":[15],"an":[16,49],"integral":[17],"part":[18],"of":[19,39,44,56,108,122,158],"production":[20,34],"systems.":[21,71],"However,":[22],"with":[23,79,150],"the":[26,33,54,75,83],"loop,":[27],"it":[28],"is":[29],"necessary":[30],"to":[31,100,112],"monitor":[32],"process":[35],"for":[36,65,145],"timely":[37,42],"detection":[38],"deviations":[40],"and":[41,88,104,119],"provisioning":[43],"worker":[45,124],"assistance.":[46],"Grounded":[47],"industrial":[50,134],"case":[51],"study":[52],"describing":[53],"construction":[57],"vehicles,":[58],"we":[59,73],"outline":[60],"a":[61,97,106,132],"generic":[62],"heuristic-based":[63],"approach":[64,140],"monitoring":[66],"progress":[67,116],"human-intensive":[69],"Specifically,":[72],"highlight":[74],"challenges":[76,103],"dealing":[78],"uncertainty":[80],"stemming":[81],"from":[82,117,131],"limitations":[84],"accurately,":[86],"timely,":[87],"completely":[89],"observing":[90],"human":[91],"physical":[92],"steps.":[94],"We":[95],"discuss":[96],"motivating":[98],"example":[99],"showcase":[101],"these":[102],"present":[105],"set":[107],"heuristics":[109],"that":[110,147],"manages":[111],"accurately":[113],"infer":[114],"indirect":[118],"incomplete":[120],"observations":[121,152],"deviating":[123],"behavior.":[125],"Validated":[126],"against":[127],"ground":[128],"truth":[129],"obtained":[130],"real":[133],"line,":[136],"on":[137],"average":[138],"our":[139],"correctly":[141],"estimates":[142],"completion":[143],"times":[144],"steps":[146],"are":[148],"associated":[149],"shopfloor":[151],"within":[153],"14":[154],"seconds":[155],"or":[156],"less":[157],"their":[159],"true":[160],"value.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
