{"id":"https://openalex.org/W3123626612","doi":"https://doi.org/10.1080/17517575.2021.1878391","title":"Instability is the norm! A physics-based theory to navigate among risks and opportunities","display_name":"Instability is the norm! A physics-based theory to navigate among risks and opportunities","publication_year":2021,"publication_date":"2021-01-25","ids":{"openalex":"https://openalex.org/W3123626612","doi":"https://doi.org/10.1080/17517575.2021.1878391","mag":"3123626612"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2021.1878391","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2021.1878391","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://imt-mines-albi.hal.science/hal-03121248","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060452952","display_name":"Fr\u00e9d\u00e9rick B\u00e9naben","orcid":"https://orcid.org/0000-0002-1676-6524"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091621","https://openalex.org/I4210091876","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Frederick Benaben","raw_affiliation_strings":["Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France"],"raw_orcid":"https://orcid.org/0000-0002-1676-6524","affiliations":[{"raw_affiliation_string":"Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France","institution_ids":["https://openalex.org/I4210134356","https://openalex.org/I4210091876","https://openalex.org/I17866349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032888674","display_name":"Louis Faug\u00e8re","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Louis Faugere","raw_affiliation_strings":["Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013129686","display_name":"Beno\u00eet Montreuil","orcid":"https://orcid.org/0000-0001-9909-9212"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benoit Montreuil","raw_affiliation_strings":["Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9909-9212","affiliations":[{"raw_affiliation_string":"Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001433532","display_name":"Matthieu Lauras","orcid":"https://orcid.org/0000-0003-2901-4038"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091621","https://openalex.org/I4210091876","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Matthieu Lauras","raw_affiliation_strings":["Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France"],"raw_orcid":"https://orcid.org/0000-0003-2901-4038","affiliations":[{"raw_affiliation_string":"Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France","institution_ids":["https://openalex.org/I4210134356","https://openalex.org/I4210091876","https://openalex.org/I17866349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003548938","display_name":"Nafe Moradkhani","orcid":"https://orcid.org/0000-0001-9002-904X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091621","https://openalex.org/I4210091876","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Nafe Moradkhani","raw_affiliation_strings":["Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France","Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France","institution_ids":["https://openalex.org/I4210134356","https://openalex.org/I4210091876","https://openalex.org/I17866349"]},{"raw_affiliation_string":"Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039726810","display_name":"Thibaut Cerabona","orcid":"https://orcid.org/0009-0008-0692-1210"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091621","https://openalex.org/I4210091876","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Thibaut Cerabona","raw_affiliation_strings":["Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France","Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre G\u00e9nie Industriel, IMT Mines Albi, Universit\u00e9 de Toulouse \u2013 Campus Jarlard, Route De Teillet, Albi \u2013 France","institution_ids":["https://openalex.org/I4210134356","https://openalex.org/I4210091876","https://openalex.org/I17866349"]},{"raw_affiliation_string":"Physical Internet Center, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004147212","display_name":"Juanqiong Gou","orcid":"https://orcid.org/0000-0003-4445-8462"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juanqiong Gou","raw_affiliation_strings":["Department of Information Management \u2013 School of Economics and Management, Beijing Jiaotong University \u2013 3, Shangyuancun Xizhimenwai \u2013 Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management \u2013 School of Economics and Management, Beijing Jiaotong University \u2013 3, Shangyuancun Xizhimenwai \u2013 Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019715802","display_name":"Wenxin Mu","orcid":"https://orcid.org/0000-0001-7807-7313"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenxin Mu","raw_affiliation_strings":["Department of Information Management \u2013 School of Economics and Management, Beijing Jiaotong University \u2013 3, Shangyuancun Xizhimenwai \u2013 Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management \u2013 School of Economics and Management, Beijing Jiaotong University \u2013 3, Shangyuancun Xizhimenwai \u2013 Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5019715802","https://openalex.org/A5060452952"],"corresponding_institution_ids":["https://openalex.org/I17866349","https://openalex.org/I21193070","https://openalex.org/I4210091876","https://openalex.org/I4210134356"],"apc_list":null,"apc_paid":null,"fwci":2.7685,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91014636,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"16","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9914000034332275,"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"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9914000034332275,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9850999712944031,"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/T14222","display_name":"Knowledge Management and Technology","score":0.9634000062942505,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.5208995342254639},{"id":"https://openalex.org/keywords/instability","display_name":"Instability","score":0.4776514768600464},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36934995651245117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35790979862213135},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.33697742223739624},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.33112144470214844},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.27119120955467224},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.16078561544418335},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.11778700351715088}],"concepts":[{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.5208995342254639},{"id":"https://openalex.org/C207821765","wikidata":"https://www.wikidata.org/wiki/Q405372","display_name":"Instability","level":2,"score":0.4776514768600464},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36934995651245117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35790979862213135},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.33697742223739624},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.33112144470214844},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.27119120955467224},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.16078561544418335},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.11778700351715088}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17517575.2021.1878391","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2021.1878391","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03121248v1","is_oa":true,"landing_page_url":"https://imt-mines-albi.hal.science/hal-03121248","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Enterprise Information Systems, 2022, 16 (6), pp.980-1007. ⟨10.1080/17517575.2021.1878391⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03121248v1","is_oa":true,"landing_page_url":"https://imt-mines-albi.hal.science/hal-03121248","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Enterprise Information Systems, 2022, 16 (6), pp.980-1007. ⟨10.1080/17517575.2021.1878391⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W51794706","https://openalex.org/W332249755","https://openalex.org/W583954770","https://openalex.org/W605884556","https://openalex.org/W656244750","https://openalex.org/W994990881","https://openalex.org/W1480526195","https://openalex.org/W1514227740","https://openalex.org/W1533879000","https://openalex.org/W1972544160","https://openalex.org/W2006789417","https://openalex.org/W2015872243","https://openalex.org/W2034717186","https://openalex.org/W2049880765","https://openalex.org/W2057452612","https://openalex.org/W2080731889","https://openalex.org/W2090036533","https://openalex.org/W2093217276","https://openalex.org/W2095848001","https://openalex.org/W2143956342","https://openalex.org/W2261525379","https://openalex.org/W2558741288","https://openalex.org/W2767227440","https://openalex.org/W2888441720","https://openalex.org/W2926812945","https://openalex.org/W2963907970","https://openalex.org/W2999902491","https://openalex.org/W3026180642"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036","https://openalex.org/W3148032049"],"abstract_inverted_index":{"Most":[0],"decision-supports":[1],"methods":[2],"are":[3],"dedicated":[4],"to":[5,30,34,39,70,74],"the":[6,26,76,87],"identification":[7],"and":[8,12,20,38,47,54,85,91],"characterization":[9],"of":[10,17,28,52,66,79,89],"risks":[11,19,90],"opportunities.":[13],"The":[14,62],"concrete":[15],"exploitation":[16],"these":[18],"opportunities":[21],"is":[22,60,69],"generally":[23],"depending":[24],"on":[25],"ability":[27],"users":[29],"analyze":[31],"multi-dimensional":[32],"situations,":[33],"mobilize":[35],"their":[36],"experience":[37],"foresee":[40],"consequences.":[41],"In":[42],"this":[43,67],"article,":[44],"a":[45,80],"new":[46],"original":[48],"data":[49],"science-based":[50],"vision":[51,68],"risk":[53],"opportunity":[55],"management":[56],"for":[57],"decision-making":[58],"purpose":[59],"introduced.":[61],"main":[63],"expected":[64],"benefit":[65],"enable":[71],"decision":[72],"makers":[73],"manage":[75],"performance":[77],"trajectory":[78],"considered":[81],"system":[82],"by":[83],"visualizing":[84],"combining":[86],"impact":[88],"opportunity.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}