{"id":"https://openalex.org/W3196877077","doi":"https://doi.org/10.1007/978-3-030-85521-5_21","title":"Innovation Agents \u2013 Moving from Process Driven to Human Centred Intelligence Driven Approaches","display_name":"Innovation Agents \u2013 Moving from Process Driven to Human Centred Intelligence Driven Approaches","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3196877077","doi":"https://doi.org/10.1007/978-3-030-85521-5_21","mag":"3196877077"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-85521-5_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85521-5_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"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/A5071808510","display_name":"Thomas Peisl","orcid":"https://orcid.org/0000-0001-5571-2089"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas Peisl","raw_affiliation_strings":["Munich University, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Munich University, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010651354","display_name":"Joanne Hyland","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141904","display_name":"EduInnovation","ror":"https://ror.org/03s3qsz11","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210141904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joanne Hyland","raw_affiliation_strings":["rInnovation Group, Wells, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"rInnovation Group, Wells, USA","institution_ids":["https://openalex.org/I4210141904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086893740","display_name":"Richard Messnarz","orcid":"https://orcid.org/0000-0002-0555-3160"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Richard Messnarz","raw_affiliation_strings":["ISCN GesmbH, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISCN GesmbH, Graz, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109584205","display_name":"Bruno W\u00f6ran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bruno W\u00f6ran","raw_affiliation_strings":["PMU, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PMU, Salzburg, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060347154","display_name":"Samer Sameh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samer Sameh","raw_affiliation_strings":["VALEO, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VALEO, Giza, Egypt","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000813831","display_name":"Georg Macher","orcid":"https://orcid.org/0000-0001-9215-3300"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Georg Macher","raw_affiliation_strings":["University of Technology Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052482879","display_name":"J\u00fcrgen Dobaj","orcid":"https://orcid.org/0000-0001-6460-8080"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Dobaj","raw_affiliation_strings":["University of Technology Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077454678","display_name":"Laura Aschbacher","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laura Aschbacher","raw_affiliation_strings":["ISCN GesmbH, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISCN GesmbH, Graz, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045914876","display_name":"Detlev Aust","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Detlev Aust","raw_affiliation_strings":["AustCon, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AustCon, Berlin, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9919999837875366,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9919999837875366,"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":0.964900016784668,"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/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/blueprint","display_name":"Blueprint","score":0.8591988682746887},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.8320519924163818},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.6032917499542236},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5400055646896362},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5170677304267883},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.4715421497821808},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4587966799736023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4492821991443634},{"id":"https://openalex.org/keywords/innovation-process","display_name":"Innovation process","score":0.42659544944763184},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4228174090385437},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3433341979980469},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34262827038764954},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.33800673484802246},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.27476221323013306},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.2597193121910095},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.1402590572834015},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.06884321570396423},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06782341003417969}],"concepts":[{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.8591988682746887},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.8320519924163818},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.6032917499542236},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5400055646896362},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5170677304267883},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4715421497821808},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4587966799736023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4492821991443634},{"id":"https://openalex.org/C2983189667","wikidata":"https://www.wikidata.org/wiki/Q174165","display_name":"Innovation process","level":3,"score":0.42659544944763184},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4228174090385437},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3433341979980469},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34262827038764954},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.33800673484802246},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.27476221323013306},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.2597193121910095},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.1402590572834015},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.06884321570396423},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06782341003417969},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-85521-5_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85521-5_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W9711791","https://openalex.org/W16835762","https://openalex.org/W87698782","https://openalex.org/W121613814","https://openalex.org/W178928631","https://openalex.org/W1510628187","https://openalex.org/W1572942313","https://openalex.org/W1782556837","https://openalex.org/W1967747652","https://openalex.org/W1988089646","https://openalex.org/W2028693679","https://openalex.org/W2036690363","https://openalex.org/W2135195074","https://openalex.org/W2151243752","https://openalex.org/W2242676289","https://openalex.org/W2490171568","https://openalex.org/W2743480703","https://openalex.org/W2743891761","https://openalex.org/W2744093046","https://openalex.org/W2780888682","https://openalex.org/W2972245259","https://openalex.org/W2972428324","https://openalex.org/W2972515954","https://openalex.org/W2972650707","https://openalex.org/W2972831172","https://openalex.org/W2972832079","https://openalex.org/W2973079055","https://openalex.org/W2973108036","https://openalex.org/W2987625565","https://openalex.org/W3005889648","https://openalex.org/W3047720802","https://openalex.org/W3047748639","https://openalex.org/W3047796279","https://openalex.org/W3048038248","https://openalex.org/W3048056882","https://openalex.org/W4237976042","https://openalex.org/W4238942197","https://openalex.org/W4247028384","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2482712734","https://openalex.org/W4286488521","https://openalex.org/W2081467223","https://openalex.org/W4255049649","https://openalex.org/W3196877077","https://openalex.org/W2379112084","https://openalex.org/W2157650760","https://openalex.org/W2092466272"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
