{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T00:26:05Z","timestamp":1778199965600,"version":"3.51.4"},"reference-count":141,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Next-GenerationEU (Italian Piano Nazionale di Ripresa e Resilienza","award":["PE00000004"],"award-info":[{"award-number":["PE00000004"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3454375","type":"journal-article","created":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T18:19:43Z","timestamp":1725473983000},"page":"125284-125305","source":"Crossref","is-referenced-by-count":12,"title":["Digital Thread for Smart Products: A Survey on Technologies, Challenges, and Opportunities in Service-Oriented Supply Chains"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7709-3706","authenticated-orcid":false,"given":"Devis","family":"Bianchini","sequence":"first","affiliation":[{"name":"Department of Information Engineering, University of Brescia, Brescia, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5164-6907","authenticated-orcid":false,"given":"Tiziano","family":"Fapanni","sequence":"additional","affiliation":[{"name":"Department of Information Engineering, University of Brescia, Brescia, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5823-6595","authenticated-orcid":false,"given":"Massimiliano","family":"Garda","sequence":"additional","affiliation":[{"name":"Department of Information Engineering, University of Brescia, Brescia, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9216-8502","authenticated-orcid":false,"given":"Francesco","family":"Leotta","sequence":"additional","affiliation":[{"name":"Department of Computer, Control and Management Engineering, University of Rome “La Sapienza,”, Rome, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9730-8882","authenticated-orcid":false,"given":"Massimo","family":"Mecella","sequence":"additional","affiliation":[{"name":"Department of Computer, Control and Management Engineering, University of Rome “La Sapienza,”, Rome, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8046-7502","authenticated-orcid":false,"given":"Anisa","family":"Rula","sequence":"additional","affiliation":[{"name":"Department of Information Engineering, University of Brescia, Brescia, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8629-7316","authenticated-orcid":false,"given":"Emilio","family":"Sardini","sequence":"additional","affiliation":[{"name":"Department of Information Engineering, University of Brescia, Brescia, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-024-02407-1"},{"issue":"1","key":"ref2","first-page":"373","article-title":"IoT based smart helmet for mining industry application","volume":"29","author":"Eldemerdash","year":"2020","journal-title":"Int. J. Adv. Sci. Technol."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20984-0_45"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s11761-023-00367-7"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.21552\/edpl\/2016\/3\/4"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2024.100578"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2018.1500716"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2019.02.028"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7748364"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66923-6_13"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.5220\/0011591100003318"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-021-00172-2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-022-00194-4"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3181941"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/METROI4.2019.8792918"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.xcrp.2021.100639"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2019.1690681"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/RTSI50628.2021.9597209"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/en13225916"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/s19194220"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2019.00047"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.30919\/es8d1129"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/s22062106"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/nmat4671"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2017.07.197"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2017.02.003"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/4236.991449"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2023.103916"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2019.2894649"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.mfglet.2023.08.058"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JMEMS.2017.2710354"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3282308.3282320"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ecai.2016.7861115"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1504\/IJWGS.2005.007545"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67262-5_1"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-2341-0_46"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/SSE60056.2023.00013"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2018.03.042"},{"key":"ref39","volume-title":"SOA: Principles of Service Design","author":"Erl","year":"2008"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/MetroInd4.0IoT57462.2023.10180174"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2023.3283797"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MetroInd4.0IoT57462.2023.10180153"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2017.8216937"},{"key":"ref44","volume-title":"Patterns of Enterprise Application Architecture","author":"Fowler","year":"2012"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2022.04.027"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/EDOC49727.2020.00017"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICITM.2018.8333922"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICITM.2019.8710661"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.22381\/emfm16220214"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2022.04.019"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.softx.2022.101207"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3600160.3604995"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirpj.2017.04.002"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3072040"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1201\/b16014-12"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2021.11.054"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-49435-3_34"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.12776\/qip.v27i2.1870"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s40684-016-0015-5"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2023.10.1000"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-12385-7_61"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2021.112638"},{"key":"ref63","volume-title":"Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems","author":"Kleppmann","year":"2017"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2009.143"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.03.019"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2023.09.161"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2020.3004313"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.2514\/6.2019-1364"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.05.012"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/2831270"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2020.10.001"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.carbon.2014.02.068"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-67270-6_10"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2022.04.230"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2022.103623"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.3390\/s17071500"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1038\/nmat2834"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34968-4_1"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-21343-4_10"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34968-4_1"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.3390\/joitmc8010053"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1115\/1.4053868"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-69548-8_23"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32065-2_14"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1186\/s40192-016-0050-7"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-90521-7"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijsu.2010.02.007"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS60048.2023.00091"},{"key":"ref89","first-page":"35","article-title":"Internet of Things sensing networks, artificial intelligence-based decision-making algorithms, and real-time process monitoring in sustainable Industry 4.0","volume":"3","author":"Nica","year":"2021","journal-title":"Int. J. Prod. Res."},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2020.10.153"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1002\/sys.21565"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2019.04.016"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-021-01808-w"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.3390\/computers13020045"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2019.8926861"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms4002"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-007-0044-3"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-019-04653-7"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2019.1572225"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/IEEM44572.2019.8978740"},{"key":"ref101","article-title":"PyBibX\u2014A Python library for bibliometric and scientometric analysis powered with artificial intelligence tools","author":"Pereira","year":"2023","journal-title":"arXiv:2304.14516"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms2639"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/MetroInd4.0IoT48571.2020.9138228"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/CSCS52396.2021.00060"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/METROI4.2019.8792880"},{"key":"ref106","volume-title":"Product Data Management: The Foundation of the Digital Thread and Digital Twin","year":"2024"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3139363"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-019-03754-7"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/UCC-Companion.2018.00039"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.3390\/mi11040367"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT.2017.7915594"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1115\/MSEC2022-85576"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59155-7_35"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-07472-1_30"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.1500441"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1002\/sres.2708"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-021-03948-5"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.09.013"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.28"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2019.03.068"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2020.02.031"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2016.101"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2021.03.080"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1080\/21681015.2021.1950227"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.3390\/s20195603"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/MIPRO.2016.7522321"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1145\/3291280.3291799"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2020.07.017"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.18260\/1-2--33611"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-018-0602-0"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2015.182"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/ICNSC.2017.8000183"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.3390\/app11209479"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.3390\/s19214713"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2018.10.139"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-020-05056-9"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2019.1686176"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.3390\/systems12030070"},{"key":"ref139","article-title":"A digital thread-enabled framework for manufacturing data integration","author":"Zhang","year":"2019"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1007\/s11465-018-0499-5"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2019.100973"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10664538.pdf?arnumber=10664538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,21]],"date-time":"2024-09-21T05:22:30Z","timestamp":1726896150000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10664538\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":141,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3454375","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}