{"id":"https://openalex.org/W7140123526","doi":"https://doi.org/10.1016/j.procs.2026.02.183","title":"Data-Driven Technologies For Enhancing Sustainability Performance In Digital Circular Supply Chain","display_name":"Data-Driven Technologies For Enhancing Sustainability Performance In Digital Circular Supply Chain","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140123526","doi":"https://doi.org/10.1016/j.procs.2026.02.183"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.02.183","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.183","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.02.183","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116413462","display_name":"Chaimae Chrifi-Alaoui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Chaimae Chrifi-Alaoui","raw_affiliation_strings":["Moulay Ismail University, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moulay Ismail University, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064918680","display_name":"Imane Bouhaddou","orcid":"https://orcid.org/0000-0001-9111-5556"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Imane Bouhaddou","raw_affiliation_strings":["Moulay Ismail University, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moulay Ismail University, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010194075","display_name":"Abla Chaouni Benabdellah","orcid":"https://orcid.org/0000-0003-2953-9109"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abla Chaouni Benabdellah","raw_affiliation_strings":["Rabat Business School, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rabat Business School, Rabat, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035697305","display_name":"Kamar Zekhnini","orcid":"https://orcid.org/0000-0002-8778-9651"},"institutions":[{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kamar Zekhnini","raw_affiliation_strings":["University of Picardie Jules Verne, Amiens, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Picardie Jules Verne, Amiens, France","institution_ids":["https://openalex.org/I4647051"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5116413462"],"corresponding_institution_ids":["https://openalex.org/I4210153608"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55618657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"277","issue":null,"first_page":"1443","last_page":"1451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.6517000198364258,"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":0.6517000198364258,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.15230000019073486,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.07769999653100967,"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/supply-chain","display_name":"Supply chain","score":0.7631000280380249},{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.7297000288963318},{"id":"https://openalex.org/keywords/circular-economy","display_name":"Circular economy","score":0.5946000218391418},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5753999948501587},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.5293999910354614},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.49480000138282776},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47690001130104065},{"id":"https://openalex.org/keywords/resource-efficiency","display_name":"Resource efficiency","score":0.45190000534057617},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.45179998874664307}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7631000280380249},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.7297000288963318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7088000178337097},{"id":"https://openalex.org/C2777448596","wikidata":"https://www.wikidata.org/wiki/Q497743","display_name":"Circular economy","level":2,"score":0.5946000218391418},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5753999948501587},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.5293999910354614},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5288000106811523},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.49480000138282776},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47690001130104065},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.45190000534057617},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.45179998874664307},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4246000051498413},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3874000012874603},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.3790000081062317},{"id":"https://openalex.org/C194304873","wikidata":"https://www.wikidata.org/wiki/Q1967338","display_name":"Product lifecycle","level":3,"score":0.3783000111579895},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.36910000443458557},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.34040001034736633},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3379000127315521},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3127000033855438},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29760000109672546},{"id":"https://openalex.org/C2777382958","wikidata":"https://www.wikidata.org/wiki/Q1345498","display_name":"Reverse logistics","level":3,"score":0.2897999882698059},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C150189527","wikidata":"https://www.wikidata.org/wiki/Q356674","display_name":"Reference model","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C2780841897","wikidata":"https://www.wikidata.org/wiki/Q25349015","display_name":"Digital manufacturing","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.procs.2026.02.183","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.183","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05568955v1","is_oa":false,"landing_page_url":"https://u-picardie.hal.science/hal-05568955","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Procedia Computer Science, 2026, 277, pp.1443-1451. ⟨10.1016/j.procs.2026.02.183⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.02.183","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.183","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2092620885","https://openalex.org/W2585206336","https://openalex.org/W3006984136","https://openalex.org/W3018001510","https://openalex.org/W3094056868","https://openalex.org/W3181086303","https://openalex.org/W3194459689","https://openalex.org/W4205584165","https://openalex.org/W4224438307","https://openalex.org/W4294955982","https://openalex.org/W4308467154","https://openalex.org/W4309483655","https://openalex.org/W4312184988","https://openalex.org/W4312201575","https://openalex.org/W4313420750","https://openalex.org/W4313562130","https://openalex.org/W4316096494","https://openalex.org/W4367022499","https://openalex.org/W4385253914","https://openalex.org/W4385380102","https://openalex.org/W4387058394","https://openalex.org/W4390769210","https://openalex.org/W4391166999","https://openalex.org/W4392034144","https://openalex.org/W4392730431","https://openalex.org/W4392921882","https://openalex.org/W4399052867","https://openalex.org/W4399209416"],"related_works":[],"abstract_inverted_index":{"In":[0],"the":[1,15,37,109,128],"context":[2],"of":[3,17,39,82,111,131],"sustainable":[4,148],"development":[5],"and":[6,10,33,67,79,102,117,138,147],"Industry":[7],"4.0,":[8],"digital":[9,34,84,94],"data-driven":[11,134],"technologies":[12,26,51],"are":[13],"reshaping":[14],"architecture":[16],"circular":[18,121,146],"supply":[19,45,53,122,135],"chains.":[20,123],"This":[21],"paper":[22],"explores":[23],"how":[24],"advanced":[25],"such":[27],"as":[28],"IoT,":[29],"artificial":[30],"intelligence,":[31],"blockchain,":[32],"twins":[35],"support":[36],"implementation":[38],"circularity":[40,101],"principles":[41],"while":[42],"enhancing":[43],"overall":[44],"chain":[46,54,136],"performance.":[47],"By":[48],"integrating":[49],"these":[50],"into":[52,108],"operations,":[55],"firms":[56],"can":[57],"achieve":[58],"real-time":[59],"visibility,":[60],"optimize":[61],"reverse":[62],"logistics,":[63],"enable":[64],"closed-loop":[65],"systems,":[66],"improve":[68],"traceability":[69],"across":[70],"product":[71],"lifecycles.":[72],"Based":[73],"on":[74,133],"a":[75,89],"structured":[76],"literature":[77],"review":[78],"an":[80],"analysis":[81],"emerging":[83],"practices,":[85],"this":[86],"study":[87],"proposes":[88],"conceptual":[90],"framework":[91,105],"that":[92],"links":[93],"enablers":[95],"with":[96],"key":[97],"performance":[98],"indicators":[99],"for":[100,142],"sustainability.":[103],"The":[104,124],"provides":[106],"insights":[107],"role":[110],"digitalization":[112],"in":[113,120],"boosting":[114],"resilience,":[115],"transparency,":[116],"resource":[118],"efficiency":[119],"results":[125],"contribute":[126],"to":[127],"growing":[129],"body":[130],"research":[132],"transformation":[137],"offer":[139],"practical":[140],"guidelines":[141],"industrial":[143],"stakeholders":[144],"pursuing":[145],"models":[149]},"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2026-03-24T00:00:00"}