{"id":"https://openalex.org/W3088607834","doi":"https://doi.org/10.1109/iccse49874.2020.9201867","title":"Approach to improving training of human workers in industrial applications through the use of Intelligence Augmentation and Human-in-the-Loop","display_name":"Approach to improving training of human workers in industrial applications through the use of Intelligence Augmentation and Human-in-the-Loop","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3088607834","doi":"https://doi.org/10.1109/iccse49874.2020.9201867","mag":"3088607834"},"language":"en","primary_location":{"id":"doi:10.1109/iccse49874.2020.9201867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccse49874.2020.9201867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 15th International Conference on Computer Science &amp; Education (ICCSE)","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/A5108643284","display_name":"Benedikt Maettig","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098062","display_name":"Fraunhofer Institute for Material Flow and Logistics","ror":"https://ror.org/00z7dje19","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098062","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedikt Maettig","raw_affiliation_strings":["Fraunhofer-Institute for Material Flow and Logistics IML,Packaging and Trade Logistics,Dortmund,Germany","Packaging and Trade Logistics, Fraunhofer-Institute for Material Flow and Logistics IML, Dortmund, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer-Institute for Material Flow and Logistics IML,Packaging and Trade Logistics,Dortmund,Germany","institution_ids":["https://openalex.org/I4210098062"]},{"raw_affiliation_string":"Packaging and Trade Logistics, Fraunhofer-Institute for Material Flow and Logistics IML, Dortmund, Germany","institution_ids":["https://openalex.org/I4210098062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064729905","display_name":"Hermann Foot","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098062","display_name":"Fraunhofer Institute for Material Flow and Logistics","ror":"https://ror.org/00z7dje19","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098062","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hermann Foot","raw_affiliation_strings":["Fraunhofer-Institute for Material Flow and Logistics IML,Packaging and Trade Logistics,Dortmund,Germany","Packaging and Trade Logistics, Fraunhofer-Institute for Material Flow and Logistics IML, Dortmund, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer-Institute for Material Flow and Logistics IML,Packaging and Trade Logistics,Dortmund,Germany","institution_ids":["https://openalex.org/I4210098062"]},{"raw_affiliation_string":"Packaging and Trade Logistics, Fraunhofer-Institute for Material Flow and Logistics IML, Dortmund, Germany","institution_ids":["https://openalex.org/I4210098062"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210098062"],"apc_list":null,"apc_paid":null,"fwci":1.035,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.80909999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9711999893188477,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.7039641737937927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6765199303627014},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6216351389884949},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.510496973991394},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5074684023857117},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.49981236457824707},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.4925587773323059},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4858688712120056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38812056183815},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.108496755361557}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7039641737937927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765199303627014},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6216351389884949},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.510496973991394},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5074684023857117},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.49981236457824707},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.4925587773323059},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4858688712120056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38812056183815},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.108496755361557},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccse49874.2020.9201867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccse49874.2020.9201867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 15th International Conference on Computer Science &amp; Education (ICCSE)","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-614588","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-614588.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IML","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/409399","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/409399","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W2121863487","https://openalex.org/W2145453340","https://openalex.org/W2152304295","https://openalex.org/W2257979135","https://openalex.org/W2290104316","https://openalex.org/W2293818481","https://openalex.org/W2587937998","https://openalex.org/W2785962646","https://openalex.org/W2960676197","https://openalex.org/W2963590100","https://openalex.org/W2963713397","https://openalex.org/W2964250417","https://openalex.org/W2977942577","https://openalex.org/W3003665832","https://openalex.org/W3123143221","https://openalex.org/W3147665177","https://openalex.org/W4295837424","https://openalex.org/W4318310343","https://openalex.org/W6677916085","https://openalex.org/W6696380822","https://openalex.org/W6748972340","https://openalex.org/W6768573732","https://openalex.org/W7036145201"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W4288099294","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W4390818809","https://openalex.org/W4390143763","https://openalex.org/W4200460104","https://openalex.org/W3126236078"],"abstract_inverted_index":{"Training":[0],"employees":[1,28,34,71,80],"for":[2],"industrial":[3],"processes":[4],"is":[5,38,96,135,139],"a":[6,56],"major":[7],"challenge":[8],"in":[9,35,113,137,141],"the":[10,52,64,69,75,86,92,100,127],"industry.":[11],"There":[12],"are":[13,29],"different":[14],"approaches":[15],"to":[16,31,55,98,107,115],"meet":[17],"this":[18,90,133,142],"challenge.":[19],"In":[20,73],"practice,":[21],"however,":[22],"we":[23],"often":[24],"observe":[25],"that":[26,68],"experienced":[27,79],"seconded":[30],"train":[32],"new":[33],"processes.":[36],"This":[37],"very":[39],"expensive":[40],"and":[41,110],"does":[42],"not":[43,62],"allow":[44],"intensive":[45],"training.":[46],"Digital":[47],"assistance":[48,118],"systems":[49],"can":[50],"support":[51,99],"training":[53,101,128],"process":[54,102],"certain":[57],"extent,":[58],"but":[59],"they":[60],"do":[61],"have":[63],"detailed":[65],"experience":[66],"knowledge":[67,77],"older":[70],"have.":[72],"particular,":[74],"implicit":[76],"of":[78,121,129],"cannot":[81],"be":[82],"digitally":[83],"mapped":[84],"with":[85],"classic":[87],"solutions.":[88],"At":[89],"point,":[91],"approach":[93],"presented":[94],"here":[95],"intended":[97],"by":[103],"using":[104],"Intelligence":[105],"Augmentation":[106],"combine":[108],"artificial":[109],"human":[111],"intelligence":[112],"order":[114],"design":[116],"an":[117],"system":[119],"capable":[120],"learning,":[122],"which":[123],"should":[124],"considerably":[125],"improve":[126],"inexperienced":[130],"employees.":[131],"How":[132],"solution":[134],"designed":[136],"detail":[138],"described":[140],"article.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2020-10-01T00:00:00"}
