{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T23:52:38Z","timestamp":1768521158060,"version":"3.49.0"},"reference-count":102,"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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72171182"],"award-info":[{"award-number":["72171182"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72031009"],"award-info":[{"award-number":["72031009"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Eng. Manage."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tem.2024.3396503","type":"journal-article","created":{"date-parts":[[2024,5,3]],"date-time":"2024-05-03T18:33:19Z","timestamp":1714761199000},"page":"8717-8746","source":"Crossref","is-referenced-by-count":31,"title":["Leveraging Probabilistic Optimization for Digital Transformation Maturity Evaluation of Construction Enterprises"],"prefix":"10.1109","volume":"71","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4360-5459","authenticated-orcid":false,"given":"Zhen-Song","family":"Chen","sequence":"first","affiliation":[{"name":"School of Civil Engineering, Wuhan University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1160-2969","authenticated-orcid":false,"given":"Zhuo-Ran","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Civil Engineering, Wuhan University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0780-2738","authenticated-orcid":false,"given":"Xian-Jia","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Economics and Management, Wuhan University, Wuhan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7102-753X","authenticated-orcid":false,"given":"Miroslaw J.","family":"Skibniewski","sequence":"additional","affiliation":[{"name":"Department of Civil and Environment Engineering, University of Maryland, College Park, MD, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4929-4698","authenticated-orcid":false,"given":"Brij B.","family":"Gupta","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3712-976X","authenticated-orcid":false,"given":"Muhammet","family":"Deveci","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering, Turkish Naval Academy, National Defence University, Istanbul, Türkiye"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-8612-0_75"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2022.102594"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.11118\/actaun201967061673"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2021.102466"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2021.103522"},{"key":"ref6","article-title":"Decoding digital transformation in construction","volume-title":"McKinsey Company","author":"Koeleman","year":"2019"},{"key":"ref7","first-page":"635","article-title":"Digital transformation initiative maximizing the return on digital investments","volume":"32","year":"2018","journal-title":"Entrepreneurship Theory Pract."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/su132212690"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1108\/jedt-08-2021-0442"},{"key":"ref10","first-page":"1","article-title":"Approaching digital transformation-development of a multi-dimensional maturity model","volume-title":"Proc. Eur. Conf. Inf. Syst.","author":"Berger","year":"2020"},{"key":"ref11","first-page":"1","article-title":"Stages in digital business transformation: Results of an empirical maturity study","volume-title":"Proc. MCIS Proc.","author":"Berghaus","year":"2016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11528-019-00457-4"},{"issue":"2","key":"ref13","first-page":"1","article-title":"How digital are we? Maturity models for the assessment of a companys status in the digital transformation","volume-title":"Proc. Manage. Report\/Institut fr Wirtschaftsinformatik und Neue Medien","author":"Chanias","year":"2016"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CBI49978.2020.00018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.dajour.2022.100055"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1596\/1813-9450-3201","article-title":"A literature review on the use of expert opinion in probabilistic risk analysis","volume-title":"Policy Res. Work. Paper","author":"Ouchi","year":"2004"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1006\/obhd.1997.2679"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3273715"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2020.3027716"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.5130\/acis2018.az"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.04.014"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/s0065-2601(08)60108-2"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-009-0044-5"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/EDOC.2019.00016"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2011.08.010"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2023.106388"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.dibe.2023.100199"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2020.1740815"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/11859.003.0010"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2017.08.024"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.techsoc.2018.09.012"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2023.105135"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2019.119493"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1191\/1471417503ci043oa"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/buildings13041092"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/497\/1\/012010"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2014.04.012"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2021.03.006"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.1991020"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1080\/17452007.2012.659506"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2022.12.009"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2021.102306"},{"issue":"4","key":"ref43","article-title":"Digital transformation journey guidance: A holistic digital maturity model based on a systematic literature review","volume-title":"Systems","volume":"11","author":"Aras","year":"2023"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s13132-023-01680-4"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0001928"},{"key":"ref46","first-page":"13","article-title":"Action fields of digital transformationA review and comparative analysis of digital transformation maturity models and frameworks","volume":"2","author":"Bumann","year":"2019","journal-title":"Digitalisierung und andere Innovationsformen im Management. Innov. und Unternehmertum"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/IEMC.2002.1038431"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2012.07.007"},{"key":"ref49","first-page":"1","article-title":"Digital maturity: Conceptualization and measurement model","volume-title":"Proc. Bridging Internet People, Data, Things: 39th Int. Conf. Inf. Syst.","author":"Rossmann","year":"2018"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.2991\/aebmr.k.200502.073"},{"issue":"3","key":"ref51","first-page":"197","article-title":"How big old companies navigate digital transformation","volume":"16","author":"Sebastian","year":"2017","journal-title":"MIS Quart. Executive"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2017.07.040"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2022.3179594"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2531647"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/69.971186"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1287\/deca.2013.0282"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1111\/obes.12163"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1120.1667"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2014.04.022"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.11.002"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2023.104808"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s11301-020-00185-7"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.23919\/MIPRO.2019.8756666"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2019.09.022"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2023.136041"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2021.126400"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.3390\/su151612481"},{"key":"ref68","first-page":"329","article-title":"Challenges with BIM implementation: A review of literature","volume-title":"Proc. 53rd ASC Annu. Int. Conf. Proc.","author":"Criminale","year":"2017"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000830"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1002\/9780470261309"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0002214"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3390\/su132312941"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.28991\/cej-2016-00000067"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.3389\/fenvs.2021.774822"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2017.06.001"},{"key":"ref76","first-page":"8","article-title":"Understanding the main phases of developing a maturity assessment model","volume-title":"Proc. Australas. Conf. Inf. Syst. Australas. Chapter Assoc. Inf. Syst.","author":"Bruin","year":"2005"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-60566-928-1.ch004"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2021.11.066"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.3390\/su131910619"},{"key":"ref80","first-page":"677","article-title":"Identifying security risks of digital transformationAn engineering perspective","volume-title":"Proc. Digit. Transformation a Sustain. Soc. 21st Century: 18th IFIP WG 6.11 Conf. e- Bus., e-Serv., e-Soc.","author":"Duc","year":"2019"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-015-0401-5"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.21236\/ADA263432"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13335-0_22"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1037\/h0043158"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.06.039"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1162\/003355399556151"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2013.07.003"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.03.135"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2019.06.001"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.lmot.2015.11.002"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116826"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2009.11.004"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.5771\/0935-9915-2018-2-114"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2021.02.003"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2022.03.038"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32889-4_7"},{"issue":"1","key":"ref97","article-title":"Structuring digital transformation: A framework of action fields and its application at Zeiss","volume":"19","author":"Gimpel","year":"2018","journal-title":"J. Inf. Technol. Theory Appl."},{"key":"ref98","article-title":"Disentangling the fuzzy front end of digital transformation: Activities and approaches","volume-title":"Proc. Int. Conf. Inf. Sci.; Assoc. Inf. Syst.","author":"Berghaus","year":"2017"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2023.103145"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1002\/csr.2081"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1002\/sd.346"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1007\/s10098-020-02000-z"}],"container-title":["IEEE Transactions on Engineering Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/17\/10339242\/10518098.pdf?arnumber=10518098","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T04:58:28Z","timestamp":1725685108000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10518098\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":102,"URL":"https:\/\/doi.org\/10.1109\/tem.2024.3396503","relation":{},"ISSN":["0018-9391","1558-0040"],"issn-type":[{"value":"0018-9391","type":"print"},{"value":"1558-0040","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}