{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T09:06:59Z","timestamp":1775812019947,"version":"3.50.1"},"reference-count":39,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T00:00:00Z","timestamp":1771632000000},"content-version":"vor","delay-in-days":51,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Procedia Computer Science"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1016\/j.procs.2026.02.183","type":"journal-article","created":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T07:17:59Z","timestamp":1774250279000},"page":"1443-1451","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Data-Driven Technologies For Enhancing Sustainability Performance In Digital Circular Supply Chain"],"prefix":"10.1016","volume":"277","author":[{"given":"Chaimae","family":"Chrifi-Alaoui","sequence":"first","affiliation":[]},{"given":"Imane","family":"Bouhaddou","sequence":"additional","affiliation":[]},{"given":"Abla Chaouni","family":"Benabdellah","sequence":"additional","affiliation":[]},{"given":"Kamar","family":"Zekhnini","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.procs.2026.02.183_bib1","doi-asserted-by":"crossref","unstructured":"Villar A, Paladini S, Buckley O. Towards Supply Chain 5.0: Redesigning Supply Chains as Resilient, Sustainable, and Human-Centric Systems in a Post-pandemic World. Oper Res Forum 2023;4:60. https:\/\/doi.org\/10.1007\/s43069-023-00234-3.","DOI":"10.1007\/s43069-023-00234-3"},{"key":"10.1016\/j.procs.2026.02.183_bib2","doi-asserted-by":"crossref","first-page":"1526","DOI":"10.1108\/TQM-06-2023-0183","article-title":"A systematic review of Industry 5.0 from main aspects to the execution status","volume":"36","author":"Kumar","year":"2023","journal-title":"The TQM Journal"},{"key":"10.1016\/j.procs.2026.02.183_bib3","doi-asserted-by":"crossref","unstructured":"Adel A. Future of industry 5.0 in society: human-centric solutions, challenges and prospective research areas. J Cloud Comp 2022;11:40. https:\/\/doi.org\/10.1186\/s13677-022-00314-5.","DOI":"10.1186\/s13677-022-00314-5"},{"key":"10.1016\/j.procs.2026.02.183_bib4","doi-asserted-by":"crossref","unstructured":"Ghobakhloo M, Mahdiraji HA, Iranmanesh M, Jafari-Sadeghi V. From Industry 4.0 Digital Manufacturing to Industry 5.0 Digital Society: a Roadmap Toward Human-Centric, Sustainable, and Resilient Production. Inf Syst Front 2024. https:\/\/doi.org\/10.1007\/s10796-024-10476-z.","DOI":"10.1007\/s10796-024-10476-z"},{"key":"10.1016\/j.procs.2026.02.183_bib5","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1108\/JMTM-12-2023-0530","article-title":"Generative artificial intelligence in manufacturing: opportunities for actualizing Industry 5.0 sustainability goals","volume":"35","author":"Ghobakhloo","year":"2024","journal-title":"Journal of Manufacturing Technology Management"},{"key":"10.1016\/j.procs.2026.02.183_bib6","doi-asserted-by":"crossref","unstructured":"Maddikunta PKR, Pham Q-V, B P, Deepa N, Dev K, Gadekallu TR, et al. Industry 5.0: A survey on enabling technologies and potential applications. Journal of Industrial Information Integration 2022;26:100257. https:\/\/doi.org\/10.1016\/j.jii.2021.100257.","DOI":"10.1016\/j.jii.2021.100257"},{"key":"10.1016\/j.procs.2026.02.183_bib7","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/0377-2217(90)90057-I","article-title":"How to make a decision: The analytic hierarchy process","volume":"48","author":"Saaty","year":"1990","journal-title":"European Journal of Operational Research"},{"key":"10.1016\/j.procs.2026.02.183_bib8","doi-asserted-by":"crossref","unstructured":"Aslam F, Aimin W, Li M, Ur Rehman K. Innovation in the Era of IoT and Industry 5.0: Absolute Innovation Management (AIM) Framework. Information 2020;11:124. https:\/\/doi.org\/10.3390\/info11020124.","DOI":"10.3390\/info11020124"},{"key":"10.1016\/j.procs.2026.02.183_bib9","doi-asserted-by":"crossref","unstructured":"Babkin A, Shkarupeta E, Kabasheva I, Rudaleva I, Vicentiy A. A Framework for Digital Development of Industrial Systems in the Strategic Drift to Industry 5.0. IJTech 2022;13:1373. https:\/\/doi.org\/10.14716\/ijtech.v13i7.6193.","DOI":"10.14716\/ijtech.v13i7.6193"},{"key":"10.1016\/j.procs.2026.02.183_bib10","doi-asserted-by":"crossref","unstructured":"Sigov A, Ratkin L, Ivanov LA, Xu LD. Emerging Enabling Technologies for Industry 4.0 and Beyond. Inf Syst Front 2022. https:\/\/doi.org\/10.1007\/s10796-021-10213-w.","DOI":"10.1007\/s10796-021-10213-w"},{"key":"10.1016\/j.procs.2026.02.183_bib11","doi-asserted-by":"crossref","unstructured":"Dwivedi A, Agrawal D, Jha A, Mathiyazhagan K. Studying the interactions among Industry 5.0 and circular supply chain: Towards attaining sustainable development. Computers & Industrial Engineering 2023;176:108927. https:\/\/doi.org\/10.1016\/j.cie.2022.108927.","DOI":"10.1016\/j.cie.2022.108927"},{"key":"10.1016\/j.procs.2026.02.183_bib12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/19397038.2024.2327381","article-title":"Deploying Industry 5.0 drivers to enhance sustainable supply chain risk resilience","volume":"17","author":"Hsu","year":"2024","journal-title":"International Journal of Sustainable Engineering"},{"key":"10.1016\/j.procs.2026.02.183_bib13","doi-asserted-by":"crossref","unstructured":"Frederico GF. From Supply Chain 4.0 to Supply Chain 5.0: Findings from a Systematic Literature Review and Research Directions. Logistics 2021;5:49. https:\/\/doi.org\/10.3390\/logistics5030049.","DOI":"10.3390\/logistics5030049"},{"key":"10.1016\/j.procs.2026.02.183_bib14","doi-asserted-by":"crossref","unstructured":"Chatterjee S, Chaudhuri R. Impacts of Industry 5.0 in Supply Chain Flow in Post COVID-19 Era: Moderating Role of Senior Leadership Support. Inf Syst Front 2024. https:\/\/doi.org\/10.1007\/s10796-023-10463-w.","DOI":"10.1007\/s10796-023-10463-w"},{"key":"10.1016\/j.procs.2026.02.183_bib15","doi-asserted-by":"crossref","unstructured":"Nayeri S, Sazvar Z, Heydari J. Towards a responsive supply chain based on the industry 5.0 dimensions: A novel decision-making method. Expert Systems with Applications 2023;213:119267. https:\/\/doi.org\/10.1016\/j.eswa.2022.119267.","DOI":"10.1016\/j.eswa.2022.119267"},{"key":"10.1016\/j.procs.2026.02.183_bib16","first-page":"1410","article-title":"Industry 4.0 and supply chain sustainability: framework and future research directions","volume":"28","author":"Bag","year":"2018","journal-title":"Benchmarking: An International Journal"},{"key":"10.1016\/j.procs.2026.02.183_bib17","doi-asserted-by":"crossref","first-page":"4397","DOI":"10.1108\/BIJ-04-2022-0240","article-title":"Blockchain technology for viable circular digital supplychains: an integrated approach for evaluating the implementation barriers","volume":"30","author":"Chaouni Benabdellah","year":"2023","journal-title":"Benchmarking: An International Journal"},{"key":"10.1016\/j.procs.2026.02.183_bib18","doi-asserted-by":"crossref","unstructured":"Mukherjee AA, Raj A, Aggarwal S. Identification of barriers and their mitigation strategies for industry 5.0 implementation in emerging economies. International Journal of Production Economics 2023;257:108770. https:\/\/doi.org\/10.1016\/j.ijpe.2023.108770.","DOI":"10.1016\/j.ijpe.2023.108770"},{"key":"10.1016\/j.procs.2026.02.183_bib19","doi-asserted-by":"crossref","first-page":"382","DOI":"10.1108\/09576050310503367","article-title":"Multi\u2010criteria supplier selection using fuzzy AHP","volume":"16","author":"Kahraman","year":"2003","journal-title":"Logistics Information Management"},{"key":"10.1016\/j.procs.2026.02.183_bib20","doi-asserted-by":"crossref","unstructured":"Stroud D, Schr\u00f6der AJ, Antonazzo L, Behrend C, Colla V, Goti A, et al., editors. Industry 4.0 and the Road to Sustainable Steelmaking in Europe: Recasting the Future. Cham: Springer International Publishing; 2024. https:\/\/doi.org\/10.1007\/978-3-031-35479-3.","DOI":"10.1007\/978-3-031-35479-3"},{"key":"10.1016\/j.procs.2026.02.183_bib21","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1108\/JBSED-10-2022-0116","article-title":"Promoting sustainable and human-centric industry 5.0: a thematic analysis of emerging research topics and opportunities","volume":"4","author":"Rajumesh","year":"2023","journal-title":"Journal of Business and Socio-Economic Development"},{"key":"10.1016\/j.procs.2026.02.183_bib22","doi-asserted-by":"crossref","unstructured":"Waheed A, Alharthi M, Khan SZ, Usman M. Role of Industry 5.0 in leveraging the Business Performance: Investigating Impact of Shared-Economy on Firms\u2019 Performance with Intervening Role of i5.0 Technologies. Sage Open 2022;12:21582440221094608. https:\/\/doi.org\/10.1177\/21582440221094608.","DOI":"10.1177\/21582440221094608"},{"key":"10.1016\/j.procs.2026.02.183_bib23","doi-asserted-by":"crossref","first-page":"742","DOI":"10.1016\/j.procs.2024.05.161","article-title":"Will Industry 5.0 have a serious impact on processes in companies? A scientific look at the changes that could accompany Industry 5.0","volume":"237","author":"Rieder","year":"2024","journal-title":"Procedia Computer Science"},{"key":"10.1016\/j.procs.2026.02.183_bib24","doi-asserted-by":"crossref","first-page":"6847","DOI":"10.1080\/00207543.2022.2138611","article-title":"Human-centric artificial intelligence architecture for industry 5.0 applications","volume":"61","author":"Ro\u017eanec","year":"2023","journal-title":"International Journal of Production Research"},{"key":"10.1016\/j.procs.2026.02.183_bib25","doi-asserted-by":"crossref","unstructured":"Trstenjak M, Hegedi\u0107 M, To\u0161anovi\u0107 N, Opetuk T, \\DJuki\u0107 G, Cajner H. Key Enablers of Industry 5.0-Transition from 4.0 to the New Digital and Sustainable System. Global Conference on Sustainable Manufacturing, Springer International Publishing Cham; 2022, p. 614\u201321.","DOI":"10.1007\/978-3-031-28839-5_69"},{"key":"10.1016\/j.procs.2026.02.183_bib26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/businesses4010001","article-title":"Digital-Era Resilience: Navigating Logistics and Supply Chain Operations after COVID-19","volume":"4","author":"Kashem","year":"2024","journal-title":"Businesses"},{"key":"10.1016\/j.procs.2026.02.183_bib27","doi-asserted-by":"crossref","unstructured":"Doyle Kent M, Kopacek P. Do We Need Synchronization of the Human and Robotics to Make Industry 5.0 a Success Story? In: Durakbasa NM, Gen\u00e7y\u0131lmaz MG, editors. Digital Conversion on the Way to Industry 4.0, Cham: Springer International Publishing; 2021, p. 302\u201311. https:\/\/doi.org\/10.1007\/978-3-030-62784-3_25.","DOI":"10.1007\/978-3-030-62784-3_25"},{"key":"10.1016\/j.procs.2026.02.183_bib28","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1080\/16258312.2020.1751568","article-title":"Digital technology enablers and their implications for supply chain management","volume":"21","author":"Attaran","year":"2020","journal-title":"Supply Chain Forum: An International Journal"},{"key":"10.1016\/j.procs.2026.02.183_bib29","doi-asserted-by":"crossref","first-page":"299","DOI":"10.5267\/j.uscm.2022.9.013","article-title":"Barriers to adopt industry 4.0 in supply chains using interpretive structural modeling","volume":"11","author":"Attiany","year":"2023","journal-title":"Uncertain Supply Chain Management"},{"key":"10.1016\/j.procs.2026.02.183_bib30","doi-asserted-by":"crossref","unstructured":"Digital Transformation Towards Industry 5.0: A Systematic Literature Review | SpringerLink n.d. https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-43662-8_20 (accessed June 29, 2024). mic Development 2023;4:111\u201326. https:\/\/doi.org\/10.1108\/JBSED-10-2022-0116.","DOI":"10.1108\/JBSED-10-2022-0116"},{"key":"10.1016\/j.procs.2026.02.183_bib31","doi-asserted-by":"crossref","unstructured":"Waheed A, Alharthi M, Khan SZ, Usman M. Role of Industry 5.0 in leveraging the Business Performance: Investigating Impact of Shared-Economy on Firms\u2019 Performance with Intervening Role of i5.0 Technologies. Sage Open 2022;12:21582440221094608. https:\/\/doi.org\/10.1177\/21582440221094608.","DOI":"10.1177\/21582440221094608"},{"key":"10.1016\/j.procs.2026.02.183_bib32","doi-asserted-by":"crossref","first-page":"742","DOI":"10.1016\/j.procs.2024.05.161","article-title":"Will Industry 5.0 have a serious impact on processes in companies? A scientific look at the changes that could accompany Industry 5.0","volume":"237","author":"Rieder","year":"2024","journal-title":"Procedia Computer Science"},{"key":"10.1016\/j.procs.2026.02.183_bib33","doi-asserted-by":"crossref","first-page":"6847","DOI":"10.1080\/00207543.2022.2138611","article-title":"Human-centric artificial intelligence architecture for industry 5.0 applications","volume":"61","author":"Ro\u017eanec","year":"2023","journal-title":"International Journal of Production Research"},{"key":"10.1016\/j.procs.2026.02.183_bib34","doi-asserted-by":"crossref","unstructured":"Trstenjak M, Hegedi\u0107 M, To\u0161anovi\u0107 N, Opetuk T, \\DJuki\u0107 G, Cajner H. Key Enablers of Industry 5.0-Transition from 4.0 to the New Digital and Sustainable System. Global Conference on Sustainable Manufacturing, Springer International Publishing Cham; 2022, p. 614\u201321.","DOI":"10.1007\/978-3-031-28839-5_69"},{"key":"10.1016\/j.procs.2026.02.183_bib35","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/businesses4010001","article-title":"Digital-Era Resilience: Navigating Logistics and Supply Chain Operations after COVID-19","volume":"4","author":"Kashem","year":"2024","journal-title":"Businesses"},{"key":"10.1016\/j.procs.2026.02.183_bib36","doi-asserted-by":"crossref","unstructured":"Doyle Kent M, Kopacek P. Do We Need Synchronization of the Human and Robotics to Make Industry 5.0 a Success Story? In: Durakbasa NM, Gen\u00e7y\u0131lmaz MG, editors. Digital Conversion on the Way to Industry 4.0, Cham: Springer International Publishing; 2021, p. 302\u201311. https:\/\/doi.org\/10.1007\/978-3-030-62784-3_25.","DOI":"10.1007\/978-3-030-62784-3_25"},{"key":"10.1016\/j.procs.2026.02.183_bib37","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1080\/16258312.2020.1751568","article-title":"Digital technology enablers and their implications for supply chain management","volume":"21","author":"Attaran","year":"2020","journal-title":"Supply Chain Forum: An International Journal"},{"key":"10.1016\/j.procs.2026.02.183_bib38","doi-asserted-by":"crossref","first-page":"299","DOI":"10.5267\/j.uscm.2022.9.013","article-title":"Barriers to adopt industry 4.0 in supply chains using interpretive structural modeling","volume":"11","author":"Attiany","year":"2023","journal-title":"Uncertain Supply Chain Management"},{"key":"10.1016\/j.procs.2026.02.183_bib39","unstructured":"Digital Transformation Towards Industry 5.0: A Systematic Literature Review | SpringerLink n.d. https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-43662-8_20 (accessed June 29, 2024)."}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926003017?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926003017?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T08:11:12Z","timestamp":1775808672000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877050926003017"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":39,"alternative-id":["S1877050926003017"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.183","relation":{},"ISSN":["1877-0509"],"issn-type":[{"value":"1877-0509","type":"print"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Data-Driven Technologies For Enhancing Sustainability Performance In Digital Circular Supply Chain","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.183","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}