{"id":"https://openalex.org/W4404251118","doi":"https://doi.org/10.3389/frai.2024.1247712","title":"Managing human-AI collaborations within Industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned","display_name":"Managing human-AI collaborations within Industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404251118","doi":"https://doi.org/10.3389/frai.2024.1247712","pmid":"https://pubmed.ncbi.nlm.nih.gov/39588293"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2024.1247712","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1247712","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1247712/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1247712/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059292909","display_name":"Franz Krause","orcid":"https://orcid.org/0000-0003-2869-6815"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Franz Krause","raw_affiliation_strings":["The Data and Web Science Group (DWS), University of Mannheim, Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Data and Web Science Group (DWS), University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040542771","display_name":"Heiko Paulheim","orcid":"https://orcid.org/0000-0003-4386-8195"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heiko Paulheim","raw_affiliation_strings":["The Data and Web Science Group (DWS), University of Mannheim, Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Data and Web Science Group (DWS), University of Mannheim, Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079760641","display_name":"Elmar Kiesling","orcid":"https://orcid.org/0000-0002-7856-2113"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Elmar Kiesling","raw_affiliation_strings":["Department of Information Systems and Operations Management, Institute for Data, Process and Knowledge Management, Wirtschaftsuniverst\u00e4t (Vienna University of Economics and Business), Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Operations Management, Institute for Data, Process and Knowledge Management, Wirtschaftsuniverst\u00e4t (Vienna University of Economics and Business), Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014665205","display_name":"Kabul Kurniawan","orcid":"https://orcid.org/0000-0002-5353-7376"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Kabul Kurniawan","raw_affiliation_strings":["Austrian Center for Digital Production (ACDP), CDP Center for Digital Production GmbH, Wien, Austria","Department of Information Systems and Operations Management, Institute for Data, Process and Knowledge Management, Wirtschaftsuniverst\u00e4t (Vienna University of Economics and Business), Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Austrian Center for Digital Production (ACDP), CDP Center for Digital Production GmbH, Wien, Austria","institution_ids":[]},{"raw_affiliation_string":"Department of Information Systems and Operations Management, Institute for Data, Process and Knowledge Management, Wirtschaftsuniverst\u00e4t (Vienna University of Economics and Business), Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061312792","display_name":"Maria Chiara Leva","orcid":"https://orcid.org/0000-0002-6770-8332"},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Maria Chiara Leva","raw_affiliation_strings":["Faculty of Sciences and Health, TU Dublin (Technological University Dublin), Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Health, TU Dublin (Technological University Dublin), Dublin, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036939146","display_name":"Hector Diego Estrada-Lugo","orcid":"https://orcid.org/0000-0001-5929-6414"},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Hector Diego Estrada-Lugo","raw_affiliation_strings":["Faculty of Sciences and Health, TU Dublin (Technological University Dublin), Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Health, TU Dublin (Technological University Dublin), Dublin, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012972003","display_name":"Gernot St\u00fcbl","orcid":"https://orcid.org/0000-0002-2194-8242"},"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":"Gernot St\u00fcbl","raw_affiliation_strings":["PROFACTOR GmbH, Steyr, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PROFACTOR GmbH, Steyr, Austria","institution_ids":["https://openalex.org/I4210132502"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028990507","display_name":"Naz\u0131m Kemal \u00dcre","orcid":"https://orcid.org/0000-0003-2660-2141"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nazim Kemal \u00dcre","raw_affiliation_strings":["Department of Artificial Intelligence and Data Engineering, Istanbul Technical University, Istanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Engineering, Istanbul Technical University, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114598543","display_name":"Javier Dominguez-Ledo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087272","display_name":"Ideko (Spain)","ror":"https://ror.org/003qafx79","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087272"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Dominguez-Ledo","raw_affiliation_strings":["IDEKO Research Center, Elgoibar, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDEKO Research Center, Elgoibar, Spain","institution_ids":["https://openalex.org/I4210087272"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031928709","display_name":"Maqbool Khan","orcid":"https://orcid.org/0000-0001-7656-0184"},"institutions":[{"id":"https://openalex.org/I134276161","display_name":"Pakistan Institute of Engineering and Applied Sciences","ror":"https://ror.org/04d4mbk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I134276161"]},{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]},{"id":"https://openalex.org/I4391767994","display_name":"Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology","ror":"https://ror.org/05pgqgb54","country_code":"PK","type":"education","lineage":["https://openalex.org/I4391767994"]}],"countries":["AT","PK"],"is_corresponding":false,"raw_author_name":"Maqbool Khan","raw_affiliation_strings":["Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology (PAF-IAST), Haripur, Pakistan","Software Competence Center Hagenberg (SCCH), Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology (PAF-IAST), Haripur, Pakistan","institution_ids":["https://openalex.org/I134276161","https://openalex.org/I4391767994"]},{"raw_affiliation_string":"Software Competence Center Hagenberg (SCCH), Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114598541","display_name":"Pedro Demolder","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro Demolder","raw_affiliation_strings":["Timelex BV/SRL, Brussels, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Timelex BV/SRL, Brussels, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114598542","display_name":"Hans Gaux","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hans Gaux","raw_affiliation_strings":["Timelex BV/SRL, Brussels, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Timelex BV/SRL, Brussels, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084222990","display_name":"Bernhard Heinzl","orcid":"https://orcid.org/0000-0001-8297-7533"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Heinzl","raw_affiliation_strings":["Software Competence Center Hagenberg (SCCH), Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg (SCCH), Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011453737","display_name":"Thomas Hoch","orcid":"https://orcid.org/0000-0003-0074-0052"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thomas Hoch","raw_affiliation_strings":["Software Competence Center Hagenberg (SCCH), Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg (SCCH), Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024343171","display_name":"Jorge Mart\u00ednez-Gil","orcid":"https://orcid.org/0000-0002-5730-7965"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Jorge Martinez-Gil","raw_affiliation_strings":["Software Competence Center Hagenberg (SCCH), Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg (SCCH), Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009178339","display_name":"Agastya Silvina","orcid":"https://orcid.org/0000-0002-0012-9256"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Agastya Silvina","raw_affiliation_strings":["Software Competence Center Hagenberg (SCCH), Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg (SCCH), Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102709587","display_name":"Bernhard A. Moser","orcid":"https://orcid.org/0000-0003-1859-046X"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Bernhard A. Moser","raw_affiliation_strings":["Software Competence Center Hagenberg (SCCH), Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg (SCCH), Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5102709587"],"corresponding_institution_ids":["https://openalex.org/I4210126338"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":9.0773,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.98163699,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"1247712","last_page":"1247712"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9837999939918518,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9812999963760376,"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/key","display_name":"Key (lock)","score":0.7723360061645508},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5564685463905334},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5176485180854797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4498632252216339},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4215450882911682},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3339846134185791},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32215142250061035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2591697573661804},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09415978193283081}],"concepts":[{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.7723360061645508},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5564685463905334},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5176485180854797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4498632252216339},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4215450882911682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3339846134185791},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32215142250061035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2591697573661804},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09415978193283081}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3389/frai.2024.1247712","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1247712","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1247712/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:39588293","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39588293","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11586345","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11586345","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11586345/pdf/frai-07-1247712.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:68192","is_oa":true,"landing_page_url":null,"pdf_url":"https://madoc.bib.uni-mannheim.de/68192/1/frai-2-1247712.pdf","source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:373f47591a73479387d7ea9926458091","is_oa":false,"landing_page_url":"https://doaj.org/article/373f47591a73479387d7ea9926458091","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 7 (2024)","raw_type":"article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/34375","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/34375","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Article"}],"best_oa_location":{"id":"doi:10.3389/frai.2024.1247712","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2024.1247712","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1247712/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G527098855","display_name":"Human-AI Teaming Platform for Maintaining and Evolving AI Systems in Manufacturing","funder_award_id":"957402","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"},{"id":"https://openalex.org/F4320337662","display_name":"H2020 Excellent Science","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404251118.pdf"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W149666453","https://openalex.org/W165320271","https://openalex.org/W1518369453","https://openalex.org/W1529533208","https://openalex.org/W1552847225","https://openalex.org/W1568922413","https://openalex.org/W1654805921","https://openalex.org/W1976672298","https://openalex.org/W1977263277","https://openalex.org/W2022166150","https://openalex.org/W2033663068","https://openalex.org/W2080133951","https://openalex.org/W2081580037","https://openalex.org/W2094728533","https://openalex.org/W2114006117","https://openalex.org/W2279954259","https://openalex.org/W2293153733","https://openalex.org/W2317016330","https://openalex.org/W2531563875","https://openalex.org/W2747329762","https://openalex.org/W2769533150","https://openalex.org/W2786072804","https://openalex.org/W2888634710","https://openalex.org/W2890410208","https://openalex.org/W2905034244","https://openalex.org/W2945759770","https://openalex.org/W2984353433","https://openalex.org/W2990986058","https://openalex.org/W2991000608","https://openalex.org/W3013948229","https://openalex.org/W3029624308","https://openalex.org/W3036816925","https://openalex.org/W3086959365","https://openalex.org/W3088120103","https://openalex.org/W3106595585","https://openalex.org/W3106795364","https://openalex.org/W3107763258","https://openalex.org/W3111221273","https://openalex.org/W3114833554","https://openalex.org/W3117206239","https://openalex.org/W3120142301","https://openalex.org/W3120491054","https://openalex.org/W3120786329","https://openalex.org/W3186393076","https://openalex.org/W3198908453","https://openalex.org/W3200431764","https://openalex.org/W3203241482","https://openalex.org/W3203380512","https://openalex.org/W3210557803","https://openalex.org/W4200350655","https://openalex.org/W4224106435","https://openalex.org/W4224303986","https://openalex.org/W4224323703","https://openalex.org/W4225137337","https://openalex.org/W4230807893","https://openalex.org/W4234212765","https://openalex.org/W4285819494","https://openalex.org/W4288474482","https://openalex.org/W4289820213","https://openalex.org/W4296086635","https://openalex.org/W4303520777","https://openalex.org/W4312876945","https://openalex.org/W4313648515","https://openalex.org/W4315631306","https://openalex.org/W4366547597","https://openalex.org/W4366817216","https://openalex.org/W4367860244","https://openalex.org/W4390692489","https://openalex.org/W4400037521","https://openalex.org/W6630579473","https://openalex.org/W6682691769","https://openalex.org/W6713585471","https://openalex.org/W6752083369","https://openalex.org/W6753940986","https://openalex.org/W6760053112","https://openalex.org/W6761150088","https://openalex.org/W6770717743","https://openalex.org/W6783995323","https://openalex.org/W6803655778","https://openalex.org/W6810145363","https://openalex.org/W6851507586","https://openalex.org/W6852513970"],"related_works":["https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2730112582","https://openalex.org/W2110696645","https://openalex.org/W2358580169","https://openalex.org/W2111347279","https://openalex.org/W4399426197","https://openalex.org/W2487211728","https://openalex.org/W2378096925","https://openalex.org/W2485376993"],"abstract_inverted_index":{"In":[0,80,118],"this":[1,119],"paper,":[2],"we":[3,59,121],"discuss":[4,122],"technologies":[5],"and":[6,111,124,166],"approaches":[7,123],"based":[8,47],"on":[9,48,146],"Knowledge":[10],"Graphs":[11],"(KGs)":[12],"that":[13,61,104],"enable":[14],"the":[15,38,62,87,128,138,167,174],"management":[16],"of":[17,65,113,140,159,170,176],"inline":[18,66],"human":[19,114],"interventions":[20],"in":[21,25,32,70,93],"AI-assisted":[22],"manufacturing":[23,130],"processes":[24],"Industry":[26],"5.0":[27],"under":[28],"potentially":[29],"changing":[30],"conditions":[31],"order":[33],"to":[34,82,155,192],"maintain":[35],"or":[36],"improve":[37],"overall":[39],"system":[40],"performance.":[41],"Whereas":[42],"KG-based":[43],"systems":[44],"are":[45],"commonly":[46],"a":[49,75,94,101],"static":[50],"view":[51],"with":[52,143],"their":[53],"structure":[54],"fixed":[55],"at":[56,90,116],"design":[57,78,91],"time,":[58],"argue":[60],"dynamic":[63,164],"challenge":[64],"Human-AI":[67],"(H-AI)":[68],"collaboration":[69],"industrial":[71,157],"settings":[72],"calls":[73],"for":[74,108,188],"late":[76,98,168],"shaping":[77,99,169],"principle.":[79],"contrast":[81],"early":[83],"shaping,":[84],"which":[85,181],"determines":[86],"system's":[88],"behavior":[89],"time":[92],"fine":[95],"granular":[96],"manner,":[97],"is":[100],"coarse-to-fine":[102],"approach":[103],"leaves":[105],"more":[106],"space":[107],"fine-tuning,":[109],"adaptation":[110],"integration":[112],"intelligence":[115],"runtime.":[117],"context":[120],"lessons":[125],"learned":[126],"from":[127],"European":[129],"project":[131],"Teaming.AI,":[132],"https://www.teamingai-project.eu/,":[133],"addressing":[134],"general":[135],"challenges":[136,153],"like":[137],"modeling":[139],"domain":[141],"expertise":[142],"particular":[144],"focus":[145],"vertical":[147],"knowledge":[148],"integration,":[149],"as":[150,152,162,173,184],"well":[151],"linked":[154],"an":[156,185],"KG":[158,171],"choice,":[160],"such":[161],"its":[163],"population":[165],"embeddings":[172],"foundation":[175],"relational":[177],"machine":[178],"learning":[179],"models":[180],"have":[182],"emerged":[183],"effective":[186],"tool":[187],"exploiting":[189],"graph-structured":[190],"data":[191],"infer":[193],"new":[194],"insights.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
