{"id":"https://openalex.org/W2787744177","doi":"https://doi.org/10.1109/ice.2017.8280057","title":"Multi-agent based simulation of universities as an innovation ecosystem based on knowledge flows","display_name":"Multi-agent based simulation of universities as an innovation ecosystem based on knowledge flows","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2787744177","doi":"https://doi.org/10.1109/ice.2017.8280057","mag":"2787744177"},"language":"en","primary_location":{"id":"doi:10.1109/ice.2017.8280057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2017.8280057","pdf_url":null,"source":{"id":"https://openalex.org/S4306498191","display_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-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/A5020037302","display_name":"Jose Ramos-Filho","orcid":null},"institutions":[{"id":"https://openalex.org/I1314665148","display_name":"Universidade Federal do Oeste do Par\u00e1","ror":"https://ror.org/04603xj85","country_code":"BR","type":"education","lineage":["https://openalex.org/I1314665148"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Jose Ramos-Filho","raw_affiliation_strings":["Universidade Federal do Oeste do Para, Santarem, PA, BR"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Oeste do Para, Santarem, PA, BR","institution_ids":["https://openalex.org/I1314665148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005691749","display_name":"Celson Lima","orcid":"https://orcid.org/0000-0002-8074-8566"},"institutions":[{"id":"https://openalex.org/I1314665148","display_name":"Universidade Federal do Oeste do Par\u00e1","ror":"https://ror.org/04603xj85","country_code":"BR","type":"education","lineage":["https://openalex.org/I1314665148"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Celson Lima","raw_affiliation_strings":["Universidade Federal do Oeste do Para, Santarem, PA, BR"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Oeste do Para, Santarem, PA, BR","institution_ids":["https://openalex.org/I1314665148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074702276","display_name":"R\u00faben Costa","orcid":"https://orcid.org/0000-0002-6142-1840"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ruben Costa","raw_affiliation_strings":["Universidade Nova de Lisboa, Lisboa, Lisboa, PT"],"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa, Lisboa, Lisboa, PT","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056572758","display_name":"Paulo Figueiras","orcid":"https://orcid.org/0000-0002-6068-1982"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Figueiras","raw_affiliation_strings":["Universidade Nova de Lisboa, Lisboa, Lisboa, PT"],"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa, Lisboa, Lisboa, PT","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039587343","display_name":"Jo\u00e3o Sarraipa","orcid":"https://orcid.org/0000-0003-3102-3179"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Sarraipa","raw_affiliation_strings":["Universidade Nova de Lisboa, Lisboa, Lisboa, PT"],"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa, Lisboa, Lisboa, PT","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041536184","display_name":"Ricardo Jardim\u2010Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-3703-6854"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Jardim-Goncalves","raw_affiliation_strings":["Universidade Nova de Lisboa, Lisboa, Lisboa, PT"],"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa, Lisboa, Lisboa, PT","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020037302"],"corresponding_institution_ids":["https://openalex.org/I1314665148"],"apc_list":null,"apc_paid":null,"fwci":4.834,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.96113074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"32","issue":null,"first_page":"1480","last_page":"1488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13276","display_name":"University-Industry-Government Innovation Models","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9327999949455261,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9239000082015991,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/netlogo","display_name":"NetLogo","score":0.9025143980979919},{"id":"https://openalex.org/keywords/knowledge-flow","display_name":"Knowledge flow","score":0.6689507961273193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6198304295539856},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.6103747487068176},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.5175018310546875},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.4285171627998352},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4222731292247772},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4195594787597656},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-based model","score":0.4122958183288574},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2101891040802002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.163953959941864},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1439555287361145}],"concepts":[{"id":"https://openalex.org/C167221231","wikidata":"https://www.wikidata.org/wiki/Q672307","display_name":"NetLogo","level":2,"score":0.9025143980979919},{"id":"https://openalex.org/C2984563274","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge flow","level":2,"score":0.6689507961273193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6198304295539856},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.6103747487068176},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5175018310546875},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.4285171627998352},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4222731292247772},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4195594787597656},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.4122958183288574},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2101891040802002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.163953959941864},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1439555287361145},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ice.2017.8280057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ice.2017.8280057","pdf_url":null,"source":{"id":"https://openalex.org/S4306498191","display_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W68114456","https://openalex.org/W123313771","https://openalex.org/W180119731","https://openalex.org/W572297634","https://openalex.org/W761179351","https://openalex.org/W1564370218","https://openalex.org/W1851730431","https://openalex.org/W1979356488","https://openalex.org/W2018422080","https://openalex.org/W2023026291","https://openalex.org/W2024149354","https://openalex.org/W2026056931","https://openalex.org/W2068559312","https://openalex.org/W2097571405","https://openalex.org/W2137358449","https://openalex.org/W2153878502","https://openalex.org/W2166962958","https://openalex.org/W2186278422","https://openalex.org/W2218935371","https://openalex.org/W2468316412","https://openalex.org/W2471077156","https://openalex.org/W2595473400","https://openalex.org/W2602544266","https://openalex.org/W2602762210","https://openalex.org/W2623293810","https://openalex.org/W3126120041","https://openalex.org/W4210424113","https://openalex.org/W4239343758","https://openalex.org/W4298154503","https://openalex.org/W6602765925","https://openalex.org/W6606917013","https://openalex.org/W6656773074","https://openalex.org/W6684531350","https://openalex.org/W6687227373","https://openalex.org/W6720468938","https://openalex.org/W6737919741"],"related_works":["https://openalex.org/W4237059765","https://openalex.org/W2206197253","https://openalex.org/W4387677876","https://openalex.org/W2268670886","https://openalex.org/W2939355759","https://openalex.org/W2787744177","https://openalex.org/W2081729486","https://openalex.org/W2353341396","https://openalex.org/W1545837089","https://openalex.org/W2530750630"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"the":[3,27,38,55,63],"search":[4],"for":[5],"a":[6,10,45],"simulation":[7,56],"model":[8,50,57],"of":[9,26],"university":[11],"as":[12,16,18],"an":[13],"innovation":[14,42],"ecosystem":[15,43],"far":[17],"educational":[19],"knowledge":[20,46],"is":[21,24,58],"concerned.":[22],"It":[23],"part":[25],"effort":[28],"to":[29,59],"increase":[30],"inclusion":[31],"and":[32,54],"decrease":[33],"dropout":[34],"occurrence":[35],"made":[36],"by":[37],"ACACIA":[39],"project.":[40],"An":[41],"from":[44],"flow":[47],"perspective":[48],"conceptual":[49],"has":[51],"been":[52],"used,":[53],"be":[60],"implemented":[61],"in":[62],"NetLogo":[64],"multi":[65],"agent":[66],"environment.":[67]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
