{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,3]],"date-time":"2026-11-03T06:21:39Z","timestamp":1793686899883,"version":"4.5.1"},"reference-count":118,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"13","license":[{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"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":["62002136"],"award-info":[{"award-number":["62002136"]}],"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":["62272196"],"award-info":[{"award-number":["62272196"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2022A1515011861"],"award-info":[{"award-number":["2022A1515011861"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangzhou Basic and Applied Basic Research Foundation","award":["202102020277"],"award-info":[{"award-number":["202102020277"]}]},{"name":"Young Scholar Program of Pazhou Lab","award":["PZL2021KF0023"],"award-info":[{"award-number":["PZL2021KF0023"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,7,1]]},"DOI":"10.1109\/jiot.2023.3247594","type":"journal-article","created":{"date-parts":[[2023,2,22]],"date-time":"2023-02-22T18:33:18Z","timestamp":1677090798000},"page":"11117-11134","source":"Crossref","is-referenced-by-count":66,"title":["Internet of Behaviors: A Survey"],"prefix":"10.1109","volume":"10","author":[{"given":"Jiayi","family":"Sun","sequence":"first","affiliation":[{"name":"College of Cyber Security, Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5781-8116","authenticated-orcid":false,"given":"Wensheng","family":"Gan","sequence":"additional","affiliation":[{"name":"College of Cyber Security, Jinan University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3222-1708","authenticated-orcid":false,"given":"Han-Chieh","family":"Chao","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, National Dong Hwa University, Hualien, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3491-5968","authenticated-orcid":false,"given":"Philip S.","family":"Yu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3180-7347","authenticated-orcid":false,"given":"Weiping","family":"Ding","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, Nantong University, Nantong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-020-00699-1"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2020.100239"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.11.052"},{"key":"ref58","author":"ksenija","year":"2021","journal-title":"What Is the Internet of Behavior and Why Is it Important for Business?"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-012-0129-8"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.08.017"},{"key":"ref55","first-page":"37","article-title":"Applications, systems and methods in smart home technology: A review","volume":"15","author":"robles","year":"2010","journal-title":"Advances in Sci & Tech"},{"key":"ref54","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1055\/s-0038-1638580","article-title":"Technologies for an aging society: A systematic review of &#x2018;smart home&#x2019; applications","volume":"17","author":"demiris","year":"2008","journal-title":"Yearb Med Inf"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2019.100948"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.08.032"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2009.07.002"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2011.11.028"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.erss.2014.02.003"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2016.12.006"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2018.05.030"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.apergo.2010.08.012"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0249-5"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2019.8847992"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2008.09.008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICSA53651.2022.00020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-64351-5_8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.07.015"},{"key":"ref4","author":"elayan","year":"2021","journal-title":"Internet of Behavior (IoB) and explainable AI systems for influencing IoT Behavior"},{"key":"ref3","author":"nyman","year":"2012","journal-title":"The psychology behind Internet of Behaviors (IoB)"},{"key":"ref6","year":"2020","journal-title":"Gartner Top 10 Strategic Predictions for 2021 and Beyond"},{"key":"ref5","year":"2019","journal-title":"Gartner Top Strategic Predictions for 2020 and Beyond"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.3390\/s20144047"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/5710834"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/s21010056"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS.2016.7542329"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1080\/13527266.2019.1630664"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/SITIS.2016.74"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1700871"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2018.09.029"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/5051915"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.sintl.2021.100122"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-47364-8_5"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/IBICA.2011.94"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/892\/1\/012017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3012121"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IoTSMS.2018.8554720"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/s20092439"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-5784-2_27"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3005252"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/11748625_6"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.03.012"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.matpr.2021.07.379"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/s19153276"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-4050-6"},{"key":"ref13","author":"kidd","year":"2019","journal-title":"What is the Internet of behaviors? IoB explained"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2019.04.015"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2017.08.281"},{"key":"ref14","author":"nyman","year":"2020","journal-title":"COVID-19 Behavior Knowledge and Internet of Behaviors (IoB)"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.2998530"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2020.100196"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3171247"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.3390\/s20030828"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2018.11.013"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-18732-3_1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2736446"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2611286.2611309"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2019.2944783"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2018.07.005"},{"key":"ref93","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1016\/j.jmsy.2020.06.017","article-title":"Review of digital twin about concepts, technologies, and industrial applications","volume":"58","author":"liu","year":"2021","journal-title":"J Manuf Syst"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2873186"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051158"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2021.101297"},{"key":"ref91","article-title":"Rethinking quality of experience for metaverse services: A consumer-based economics perspective","author":"du","year":"2022","journal-title":"arXiv 2208 01076"},{"key":"ref90","article-title":"A full dive into realizing the edge-enabled metaverse: Visions, enabling technologies, and challenges","author":"xu","year":"2022","journal-title":"arXiv 2203 05471"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.3390\/app10020488"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3074544"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.05.046"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2566339"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2878154"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1504\/IJWGS.2018.095647"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2398816"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2920987"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.08.020"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3332281"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.103013.00206"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3221990"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2896267"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.11.031"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2948888"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3031234"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.04.001"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2970118"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2019.03.005"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3001277"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2942594"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2018.01.005"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1216"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1701310"},{"key":"ref2","author":"nyman","year":"2012","journal-title":"Internet of behaviors (IoB)"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"2787","DOI":"10.1016\/j.comnet.2010.05.010","article-title":"The Internet of Things: A survey","volume":"54","author":"atzori","year":"2010","journal-title":"Comput Netw"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.08.040"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2903342"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-11217-1_3"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.201"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2945385"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1145\/3419634"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2947652"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2021.102780"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32236-6_51"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-019-00599-z"},{"key":"ref69","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s40537-015-0030-3","article-title":"Big data analytics: A survey","volume":"2","author":"tsai","year":"2015","journal-title":"J Big Data"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-020-00733-2"},{"key":"ref64","article-title":"MetaVerse: Survey, applications, security, and opportunities","author":"sun","year":"2022","journal-title":"arXiv 2210 07990"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2977423"},{"key":"ref63","article-title":"Big data meets metaverse: A survey","author":"sun","year":"2022","journal-title":"arXiv 2210 16282"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.04.101"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/BigData55660.2022.10021004"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40041-4_13"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/BigData55660.2022.10021112"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.3390\/fi12100168"},{"key":"ref60","first-page":"58","article-title":"Internet of Things-based health monitoring and management domain-specific architecture pattern","volume":"16","author":"samuel","year":"2015","journal-title":"Issues in Inform Syst"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/3314107"},{"key":"ref61","year":"2020","journal-title":"Cisco Annual Internet Report (2018&#x2013;2023) White Paper"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10159464\/10049600.pdf?arnumber=10049600","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T17:52:16Z","timestamp":1689616336000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10049600\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,1]]},"references-count":118,"journal-issue":{"issue":"13"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3247594","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,7,1]]}}}