{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T13:18:49Z","timestamp":1785417529868,"version":"3.56.0"},"reference-count":108,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100007263","name":"Virginia Polytechnic Institute and State University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007263","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3223557","type":"journal-article","created":{"date-parts":[[2022,11,18]],"date-time":"2022-11-18T20:42:34Z","timestamp":1668804154000},"page":"122022-122037","source":"Crossref","is-referenced-by-count":28,"title":["Civil Infrastructure Digital Twins: Multi-Level Knowledge Map, Research Gaps, and Future Directions"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6625-1326","authenticated-orcid":false,"given":"Hossein","family":"Naderi","sequence":"first","affiliation":[{"name":"Myers-Lawson School of Construction, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3970-0541","authenticated-orcid":false,"given":"Alireza","family":"Shojaei","sequence":"additional","affiliation":[{"name":"Myers-Lawson School of Construction, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.36680\/j.itcon.2021.045"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/su13063386"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.36680\/j.itcon.2021.005"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/9781119536604"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1177\/1049732305276687"},{"key":"ref30","first-page":"749","article-title":"Mixed methods and systematic reviews: Examples and emerging issues","author":"harden","year":"2015","journal-title":"Handbook of Mixed Methods in Social & Behavioral Research"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2021.102726"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/app11156810"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2020.103179"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2021.101332"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2021.101297"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/app11062767"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/en14164919"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1061\/9780784483961.131"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/01411920120095726"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/buildings12020120"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-009-0146-3"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2015.07.012"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7091-0741-6"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/09537325.2022.2026320"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2021.101477"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21525"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"1016","DOI":"10.1016\/j.ifacol.2018.08.474","article-title":"Digital twin in manufacturing: A categorical literature review and classification","volume":"51","author":"kritzinger","year":"2018","journal-title":"IFAC-PapersOnLine"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.joi.2017.08.007"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21309"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/0378-8733(78)90021-7"},{"key":"ref57","author":"xu","year":"2010","journal-title":"Web Mining and Social Networking Techniques and Applications"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1080\/00018730601170527"},{"key":"ref55","author":"golbeck","year":"2013","journal-title":"Analyzing the Social Web"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v3i1.13937"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10377-8_13"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1002\/asi.20317"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/app11010339"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2018.11.003"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.11.152"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2021.103838"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1017\/dce.2020.16"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2017.04.040"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.2514\/6.2012-1818"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/1506409.1506410"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2793265"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/jrsm.1378"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-015-1765-5"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2017.03.005"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0223994"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.4073\/cmg.2016.1"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-021-05190-x"},{"key":"ref44","year":"2022","journal-title":"Michigan State University Libraries Which one is best PubMed web of science or Google scholar?&#x2014;PubMed web of science or Google scholar? A behind-the-scenes guide for life scientists LibGuides at Michigan State University Libraries Library Guides"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1162\/qss_a_00112"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusvent.2006.04.007"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1080\/09669582.2017.1329310"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21694"},{"key":"ref70","first-page":"1","article-title":"A document co-citation analysis method for investigating emerging trends and new developments: A case of twenty-four leading business journals","volume":"25","author":"wei","year":"2022","journal-title":"Inf Res"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2012.12.005"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2021.104081"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1002\/smj.659"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2015.03.019"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1016\/j.tust.2021.104125"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2020.103434"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.14429\/djlit.30.3"},{"key":"ref62","author":"bradford","year":"1948","journal-title":"Documentation"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1080\/10528008.2004.11488853"},{"key":"ref63","author":"de bellis","year":"2009","journal-title":"Bibliometrics and Citation Analysis from the Science Citation Index to Cybermetrics"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1002\/asi.4630350605"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.28945\/51"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-016-9204-1"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0001492"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1080\/15623599.2021.2017114"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2015.06.141"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1002\/asi.4630240406"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-38756-7_4"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1007\/s13349-021-00508-6"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.22260\/ISARC2020\/0177"},{"key":"ref94","author":"van eck","year":"2013","journal-title":"VOSviewer Manual"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.2998530"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-010-0259-8"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.3390\/infrastructures5100084"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.4018\/ij3dim.2013010104"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.5220\/0008348202710276"},{"key":"ref91","author":"eastman","year":"2011","journal-title":"BIM Handbook A Guide to Building Information Modeling for Owners Managers Designers Engineers and Contractors"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.3390\/buildings11040151"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2021.103594"},{"key":"ref103","author":"bhattacharya","year":"2016","journal-title":"Delivering on sustainable infrastructure for better development and better climate"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.3390\/app11125519"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2019.101837"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8824135"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2017.02.004"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2020.101121"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2018.1443229"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1080\/15623599.2021.1966980"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/su132011549"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41893-019-0256-8"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2017.01.309"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2019.01.020"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2020.103316"},{"key":"ref16","first-page":"1125","article-title":"Front end planning for infrastructure projects","author":"gibson","year":"2010","journal-title":"Proc Construct Res Congr"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2022.101635"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2016.08.019"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2015.02.013"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2021.103501"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000749"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2021.103586"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1228\/1\/012031"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CO.1943-7862.0002229"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000744"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.3390\/su12197873"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.3390\/su13042051"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.3390\/su12062436"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09955548.pdf?arnumber=9955548","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,12]],"date-time":"2022-12-12T19:59:36Z","timestamp":1670875176000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9955548\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":108,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3223557","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}