{"id":"https://openalex.org/W2981715779","doi":"https://doi.org/10.1007/978-3-030-33585-4_62","title":"The Use of Agent-Based Models Boosted by Digital Twins in the Supply Chain: A Literature Review","display_name":"The Use of Agent-Based Models Boosted by Digital Twins in the Supply Chain: A Literature Review","publication_year":2019,"publication_date":"2019-10-26","ids":{"openalex":"https://openalex.org/W2981715779","doi":"https://doi.org/10.1007/978-3-030-33585-4_62","mag":"2981715779"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-33585-4_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33585-4_62","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"review","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/A5090580029","display_name":"Areli Orozco-Romero","orcid":null},"institutions":[{"id":"https://openalex.org/I86613570","display_name":"Universidad Panamericana","ror":"https://ror.org/01n1q0h77","country_code":"MX","type":"education","lineage":["https://openalex.org/I86613570"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Areli Orozco-Romero","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Panamericana, Augusto Rodin 498, 03920, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Panamericana, Augusto Rodin 498, 03920, Mexico City, Mexico","institution_ids":["https://openalex.org/I86613570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076100010","display_name":"Claudia Yohana Arias-Portela","orcid":"https://orcid.org/0000-0003-3409-7157"},"institutions":[{"id":"https://openalex.org/I86613570","display_name":"Universidad Panamericana","ror":"https://ror.org/01n1q0h77","country_code":"MX","type":"education","lineage":["https://openalex.org/I86613570"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Claudia Yohana Arias-Portela","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Panamericana, Augusto Rodin 498, 03920, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Panamericana, Augusto Rodin 498, 03920, Mexico City, Mexico","institution_ids":["https://openalex.org/I86613570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040805703","display_name":"Jos\u00e9 Antonio Marmolejo-Saucedo","orcid":"https://orcid.org/0000-0002-8539-9828"},"institutions":[{"id":"https://openalex.org/I86613570","display_name":"Universidad Panamericana","ror":"https://ror.org/01n1q0h77","country_code":"MX","type":"education","lineage":["https://openalex.org/I86613570"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"JosE Antonio Marmolejo- Saucedo","raw_affiliation_strings":["Facultad de Ingenier\u00eda, Universidad Panamericana, Augusto Rodin 498, 03920, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda, Universidad Panamericana, Augusto Rodin 498, 03920, Mexico City, Mexico","institution_ids":["https://openalex.org/I86613570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090580029"],"corresponding_institution_ids":["https://openalex.org/I86613570"],"apc_list":null,"apc_paid":null,"fwci":9.7792,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.98531602,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"642","last_page":"652"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9970999956130981,"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":0.9970999956130981,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9819999933242798,"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"}},{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/supply-chain","display_name":"Supply chain","score":0.7666335105895996},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.5873535871505737},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5237836241722107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5058131217956543},{"id":"https://openalex.org/keywords/fast-fashion","display_name":"Fast fashion","score":0.4984424114227295},{"id":"https://openalex.org/keywords/service-management","display_name":"Service management","score":0.49816131591796875},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4528645873069763},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.439414918422699},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.43652305006980896},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4352061152458191},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.42594611644744873},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.38030126690864563},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3566017746925354},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1974593997001648}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7666335105895996},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.5873535871505737},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5237836241722107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5058131217956543},{"id":"https://openalex.org/C2779611367","wikidata":"https://www.wikidata.org/wiki/Q3231404","display_name":"Fast fashion","level":3,"score":0.4984424114227295},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.49816131591796875},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4528645873069763},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.439414918422699},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43652305006980896},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4352061152458191},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.42594611644744873},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.38030126690864563},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3566017746925354},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1974593997001648},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-33585-4_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33585-4_62","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.4099999964237213,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1970996514","https://openalex.org/W1981322468","https://openalex.org/W2014494212","https://openalex.org/W2026522800","https://openalex.org/W2049799115","https://openalex.org/W2085607178","https://openalex.org/W2281899373","https://openalex.org/W2283682293","https://openalex.org/W2290769714","https://openalex.org/W2517150318","https://openalex.org/W2526430079","https://openalex.org/W2560772940","https://openalex.org/W2583329092","https://openalex.org/W2668510504","https://openalex.org/W2768046336","https://openalex.org/W2789455369","https://openalex.org/W2804397830","https://openalex.org/W2806608970","https://openalex.org/W2810527906","https://openalex.org/W2836505313","https://openalex.org/W2884290973","https://openalex.org/W2889684476","https://openalex.org/W2890600598","https://openalex.org/W2890904471","https://openalex.org/W2892379705","https://openalex.org/W2898317459","https://openalex.org/W2900494125","https://openalex.org/W2904847472","https://openalex.org/W2927511117","https://openalex.org/W2937040248","https://openalex.org/W2942865339","https://openalex.org/W2943464177","https://openalex.org/W2947324800","https://openalex.org/W2947788863","https://openalex.org/W2954312614","https://openalex.org/W2954518012","https://openalex.org/W2954713261","https://openalex.org/W2955412954","https://openalex.org/W3104942981"],"related_works":["https://openalex.org/W4237692720","https://openalex.org/W2736429398","https://openalex.org/W2110009825","https://openalex.org/W2259073436","https://openalex.org/W2088439245","https://openalex.org/W4239025974","https://openalex.org/W2555529043","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W2477045221"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}